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+# Location Search Feature Implementation Plan
+
+## Overview
+Implement a location search feature allowing users to search for places (e.g., "Kaufland", "Schneller straße 130") and find when they visited those locations based on their recorded points data.
+
+## Current System Analysis
+
+### Existing Infrastructure
+- **Database**: PostgreSQL with PostGIS extension
+- **Geocoding**: Geocoder gem with multiple providers (Photon, Geoapify, Nominatim, LocationIQ)  
+- **Geographic Data**: Points with `lonlat` (PostGIS geometry), `latitude`, `longitude` columns
+- **Indexes**: GIST spatial indexes on `lonlat` columns for efficient spatial queries
+- **Places Model**: Stores geocoded places with `geodata` JSONB field (OSM metadata)
+- **Points Model**: Basic location data with `city`, `country` text fields (geodata field exists but empty)
+
+### Key Constraints
+- Points table does **NOT** store geocoded metadata in `points.geodata` (confirmed empty)
+- Must rely on coordinate-based spatial matching rather than text-based search within points
+- Places table contains rich geodata for places, but points are coordinate-only
+
+## Implementation Approach
+
+### 1. Two-Stage Search Strategy
+
+#### Stage 1: Forward Geocoding (Query → Coordinates)
+```
+User Query → Geocoding Service → Geographic Candidates
+"Kaufland" → Photon API → [{lat: 52.5200, lon: 13.4050, name: "Kaufland Mitte"}, ...]
+```
+
+#### Stage 2: Spatial Point Matching (Coordinates → User Points) 
+```
+Geographic Candidates → PostGIS Spatial Query → User's Historical Points
+[{lat: 52.5200, lon: 13.4050}] → ST_DWithin(points.lonlat, candidate, radius) → Points with timestamps
+```
+
+### 2. Architecture Components
+
+#### New Service Classes
+```
+app/services/location_search/
+├── point_finder.rb          # Main orchestration service
+├── geocoding_service.rb     # Forward geocoding via existing Geocoder
+├── spatial_matcher.rb       # PostGIS spatial queries
+└── result_aggregator.rb     # Group and format results
+```
+
+#### Controller Enhancement
+```
+app/controllers/api/v1/locations_controller.rb#index (enhanced with search functionality)
+```
+
+#### New Serializers
+```
+app/serializers/location_search_result_serializer.rb
+```
+
+### 3. Database Query Strategy
+
+#### Primary Spatial Query
+```sql
+-- Find user points within radius of searched location
+SELECT 
+  p.id,
+  p.timestamp,
+  p.latitude,
+  p.longitude,
+  p.city,
+  p.country,
+  ST_Distance(p.lonlat, ST_Point(?, ?)::geography) as distance_meters
+FROM points p
+WHERE p.user_id = ?
+  AND ST_DWithin(p.lonlat, ST_Point(?, ?)::geography, ?)
+ORDER BY p.timestamp DESC;
+```
+
+#### Smart Radius Selection
+- **Specific businesses** (Kaufland, McDonald's): 50-100m radius
+- **Street addresses**: 25-75m radius  
+- **Neighborhoods/Areas**: 200-500m radius
+- **Cities/Towns**: 1000-2000m radius
+
+### 4. API Design
+
+#### Endpoint
+```
+GET /api/v1/locations (enhanced with search parameter)
+```
+
+#### Parameters
+```json
+{
+  "q": "Kaufland",              // Search query (required)
+  "limit": 50,                  // Max results per location (default: 50)
+  "date_from": "2024-01-01",    // Optional date filtering
+  "date_to": "2024-12-31",      // Optional date filtering
+  "radius_override": 200        // Optional radius override in meters
+}
+```
+
+#### Response Format
+```json
+{
+  "query": "Kaufland",
+  "locations": [
+    {
+      "place_name": "Kaufland Mitte",
+      "coordinates": [52.5200, 13.4050],
+      "address": "Alexanderplatz 1, Berlin",
+      "total_visits": 15,
+      "first_visit": "2024-01-15T09:30:00Z",
+      "last_visit": "2024-03-20T18:45:00Z",
+      "visits": [
+        {
+          "timestamp": 1640995200,
+          "date": "2024-03-20T18:45:00Z",
+          "coordinates": [52.5201, 13.4051],
+          "distance_meters": 45,
+          "duration_estimate": "~25 minutes",
+          "points_count": 8
+        }
+      ]
+    }
+  ],
+  "total_locations": 3,
+  "search_metadata": {
+    "geocoding_provider": "photon",
+    "candidates_found": 5,
+    "search_time_ms": 234
+  }
+}
+```
+
+## Implementation Plan
+
+### Phase 1: Core Search Infrastructure
+1. **Service Layer**
+   - `LocationSearch::PointFinder` - Main orchestration
+   - `LocationSearch::GeocodingService` - Forward geocoding wrapper
+   - `LocationSearch::SpatialMatcher` - PostGIS queries
+
+2. **API Layer**
+   - Enhanced `Api::V1::LocationsController#index` with search functionality
+   - Request validation and parameter handling
+   - Response serialization
+
+3. **Database Optimizations**
+   - Verify spatial indexes are optimal
+   - Add composite indexes if needed
+
+### Phase 2: Smart Features
+1. **Visit Clustering**
+   - Group consecutive points into "visits" 
+   - Estimate visit duration and patterns
+   - Detect multiple visits to same location
+
+2. **Enhanced Geocoding**
+   - Multiple provider fallback
+   - Result caching and optimization
+   - Smart radius selection based on place type
+
+3. **Result Filtering**
+   - Date range filtering
+   - Minimum visit duration filtering  
+   - Relevance scoring
+
+### Phase 3: Frontend Integration
+1. **Map Integration**
+   - Search bar component on map page
+   - Auto-complete with suggestions
+   - Visual highlighting of found locations
+
+2. **Results Display**
+   - Timeline view of visits
+   - Click to zoom/highlight on map
+   - Export functionality
+
+## Test Coverage Requirements
+
+### Unit Tests
+
+#### LocationSearch::PointFinder
+```ruby
+describe LocationSearch::PointFinder do
+  describe '#call' do
+    context 'with valid business name query' do
+      it 'returns matching points within reasonable radius'
+      it 'handles multiple location candidates'
+      it 'respects user data isolation'
+    end
+
+    context 'with address query' do
+      it 'uses appropriate radius for address searches'
+      it 'handles partial address matches'
+    end
+
+    context 'with no geocoding results' do
+      it 'returns empty results gracefully'
+    end
+
+    context 'with no matching points' do
+      it 'returns location but no visits'
+    end
+  end
+end
+```
+
+#### LocationSearch::SpatialMatcher
+```ruby
+describe LocationSearch::SpatialMatcher do
+  describe '#find_points_near' do
+    it 'finds points within specified radius using PostGIS'
+    it 'excludes points outside radius'
+    it 'orders results by timestamp'
+    it 'filters by user correctly'
+    it 'handles edge cases (poles, date line)'
+  end
+
+  describe '#cluster_visits' do
+    it 'groups consecutive points into visits'
+    it 'calculates visit duration correctly'
+    it 'handles single-point visits'
+  end
+end
+```
+
+#### LocationSearch::GeocodingService
+```ruby
+describe LocationSearch::GeocodingService do
+  describe '#search' do
+    context 'when geocoding succeeds' do
+      it 'returns normalized location results'
+      it 'handles multiple providers (Photon, Nominatim)'
+      it 'caches results appropriately'
+    end
+
+    context 'when geocoding fails' do
+      it 'handles API timeouts gracefully'
+      it 'falls back to alternative providers'
+      it 'returns meaningful error messages'
+    end
+  end
+end
+```
+
+### Integration Tests
+
+#### API Controller Tests
+```ruby
+describe Api::V1::LocationsController do
+  describe 'GET #index' do
+    context 'with authenticated user' do
+      it 'returns search results for existing locations'
+      it 'respects date filtering parameters'
+      it 'handles pagination correctly'
+      it 'validates search parameters'
+    end
+
+    context 'with unauthenticated user' do
+      it 'returns 401 unauthorized'
+    end
+
+    context 'with cross-user data' do
+      it 'only returns current user points'
+    end
+  end
+end
+```
+
+### System Tests
+
+#### End-to-End Scenarios
+```ruby
+describe 'Location Search Feature' do
+  scenario 'User searches for known business' do
+    # Setup user with historical points near Kaufland
+    # Navigate to map page  
+    # Enter "Kaufland" in search
+    # Verify results show historical visits
+    # Verify map highlights correct locations
+  end
+
+  scenario 'User searches with date filtering' do
+    # Test date range functionality
+  end
+
+  scenario 'User searches for location with no visits' do
+    # Verify graceful handling of no results
+  end
+end
+```
+
+### Performance Tests
+
+#### Database Query Performance
+```ruby
+describe 'Location Search Performance' do
+  context 'with large datasets' do
+    before { create_list(:point, 100_000, user: user) }
+
+    it 'completes spatial queries within 500ms'
+    it 'maintains performance with multiple concurrent searches'
+    it 'uses spatial indexes effectively'
+  end
+end
+```
+
+### Edge Case Tests
+
+#### Geographic Edge Cases
+- Searches near poles (high latitude)
+- Searches crossing date line (longitude ±180°)
+- Searches in areas with dense point clusters
+- Searches with very large/small radius values
+
+#### Data Edge Cases
+- Users with no points
+- Points with invalid coordinates
+- Geocoding service returning invalid data
+- Malformed search queries
+
+## Security Considerations
+
+### Data Isolation
+- Ensure users can only search their own location data
+- Validate user authentication on all endpoints
+- Prevent information leakage through error messages
+
+### Rate Limiting
+- Implement rate limiting for search API to prevent abuse
+- Cache geocoding results to reduce external API calls
+- Monitor and limit expensive spatial queries
+
+### Input Validation
+- Sanitize and validate all search inputs
+- Prevent SQL injection via parameterized queries
+- Limit search query length and complexity
+
+## Performance Optimization
+
+### Database Optimizations
+- Ensure optimal GIST indexes on `points.lonlat`
+- Consider partial indexes for active users
+- Monitor query performance and add indexes as needed
+
+### Caching Strategy
+- Cache geocoding results (already implemented in Geocoder)
+- Consider caching frequent location searches
+- Use Redis for session-based search result caching
+
+### Query Optimization
+- Use spatial indexes for all PostGIS queries
+- Implement pagination for large result sets
+- Consider pre-computed search hints for popular locations
+
+## Future Enhancements
+
+### Advanced Search Features
+- Fuzzy/typo-tolerant search
+- Search by business type/category
+- Search within custom drawn areas
+- Historical search trends
+
+### Machine Learning Integration
+- Predict likely search locations for users
+- Suggest places based on visit patterns
+- Automatic place detection and naming
+
+### Analytics and Insights
+- Most visited places for user
+- Time-based visitation patterns
+- Location-based statistics and insights
+
+## Risk Assessment
+
+### High Risk
+- **Performance**: Large spatial queries on million+ point datasets
+- **Geocoding Costs**: External API usage costs and rate limits
+- **Data Accuracy**: Matching accuracy with radius-based approach
+
+### Medium Risk  
+- **User Experience**: Search relevance and result quality
+- **Scalability**: Concurrent user search performance
+- **Maintenance**: Multiple geocoding provider maintenance
+
+### Low Risk
+- **Security**: Standard API security with existing patterns
+- **Integration**: Building on established PostGIS infrastructure
+- **Testing**: Comprehensive test coverage achievable
+
+## Success Metrics
+
+### Functional Metrics
+- Search result accuracy > 90% for known locations
+- Average response time < 500ms for typical searches
+- Support for 95% of common place name and address formats
+
+### User Experience Metrics
+- User engagement with search feature
+- Search-to-map-interaction conversion rate
+- User retention and feature adoption
+
+### Technical Metrics
+- API endpoint uptime > 99.9%
+- Database query performance within SLA
+- Geocoding provider reliability and failover success
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.tabs-lifted>.tab:is(input:checked):first-child:before{background-image:var(--radius-start);background-position:0 0}.tabs-lifted>.tab.tab-active:not(.tab-disabled):not([disabled]):last-child:before,.tabs-lifted>.tab:is(input:checked):last-child:before{background-image:var(--radius-start);background-position:0 0}[dir=rtl] .tabs-lifted>.tab.tab-active:not(.tab-disabled):not([disabled]):last-child:before,[dir=rtl] .tabs-lifted>.tab:is(input:checked):last-child:before{background-image:var(--radius-end);background-position:100% 0}.tabs-lifted>.tab-active:not(.tab-disabled):not([disabled])+.tabs-lifted .tab-active:not(.tab-disabled):not([disabled]):before,.tabs-lifted>.tab:is(input:checked)+.tabs-lifted .tab:is(input:checked):before{background-image:var(--radius-end);background-position:100% 0}.tabs-boxed{--tw-bg-opacity:1;background-color:var(--fallback-b2,oklch(var(--b2)/var(--tw-bg-opacity)));padding:.25rem}.tabs-boxed,.tabs-boxed .tab{border-radius:var(--rounded-btn,.5rem)}.tabs-boxed 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.toggle{--handleoffsetcalculator:calc(var(--handleoffset)*1)}.toggle:focus-visible{outline-color:var(--fallback-bc,oklch(var(--bc)/.2));outline-offset:2px;outline-style:solid;outline-width:2px}.toggle:hover{background-color:currentColor}.toggle:checked,.toggle[aria-checked=true],.toggle[checked=true]{background-image:none;--handleoffsetcalculator:var(--handleoffset);--tw-text-opacity:1;color:var(--fallback-bc,oklch(var(--bc)/var(--tw-text-opacity)))}[dir=rtl] .toggle:checked,[dir=rtl] .toggle[aria-checked=true],[dir=rtl] .toggle[checked=true]{--handleoffsetcalculator:calc(var(--handleoffset)*-1)}.toggle:indeterminate{--tw-text-opacity:1;box-shadow:calc(var(--handleoffset)/2) 0 0 2px var(--tglbg) inset,calc(var(--handleoffset)/-2) 0 0 2px var(--tglbg) inset,0 0 0 2px var(--tglbg) inset;color:var(--fallback-bc,oklch(var(--bc)/var(--tw-text-opacity)))}[dir=rtl] .toggle:indeterminate{box-shadow:calc(var(--handleoffset)/2) 0 0 2px var(--tglbg) inset,calc(var(--handleoffset)/-2) 0 0 2px 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0)){.hover\:btn-ghost:hover:hover{background-color:var(--fallback-bc,oklch(var(--bc)/.2))}}.hover\:btn-info:hover.btn-outline:hover{--tw-text-opacity:1;color:var(--fallback-inc,oklch(var(--inc)/var(--tw-text-opacity)))}@supports (color:color-mix(in oklab,black,black)){.hover\:btn-info:hover.btn-outline:hover{background-color:color-mix(in oklab,var(--fallback-in,oklch(var(--in)/1)) 90%,#000);border-color:color-mix(in oklab,var(--fallback-in,oklch(var(--in)/1)) 90%,#000)}}}@supports not (color:oklch(0 0 0)){.hover\:btn-info:hover{--btn-color:var(--fallback-in)}}@supports (color:color-mix(in oklab,black,black)){.hover\:btn-info:hover.btn-outline.btn-active{background-color:color-mix(in oklab,var(--fallback-in,oklch(var(--in)/1)) 90%,#000);border-color:color-mix(in oklab,var(--fallback-in,oklch(var(--in)/1)) 90%,#000)}}@supports (color:oklch(0 0 0)){.hover\:btn-info:hover{--btn-color:var(--in)}}.hover\:btn-info:hover{--tw-text-opacity:1;color:var(--fallback-inc,oklch(var(--inc)/var(--tw-text-opacity)));outline-color:var(--fallback-in,oklch(var(--in)/1))}.hover\:btn-ghost:hover{background-color:transparent;border-color:transparent;border-width:1px;color:currentColor;--tw-shadow:0 0 #0000;--tw-shadow-colored:0 0 #0000;box-shadow:var(--tw-ring-offset-shadow,0 0 #0000),var(--tw-ring-shadow,0 0 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+.timeline-horizontal{--timeline-row-start:0}.max-md\:timeline-compact .timeline-horizontal .timeline-start,.max-md\:timeline-compact .timeline-start{align-self:flex-start;grid-column-end:4;grid-column-start:1;grid-row-end:4;grid-row-start:3;justify-self:center;margin:.25rem}.max-md\:timeline-compact .timeline-horizontal li:has(.timeline-start) .timeline-end,.max-md\:timeline-compact li:has(.timeline-start) .timeline-end{grid-column-start:none;grid-row-start:auto}.max-md\:timeline-compact.timeline-vertical>li{--timeline-col-start:0}.max-md\:timeline-compact.timeline-vertical .timeline-start{align-self:center;grid-column-end:4;grid-column-start:3;grid-row-end:4;grid-row-start:1;justify-self:start}.max-md\:timeline-compact.timeline-vertical li:has(.timeline-start) .timeline-end{grid-column-start:auto;grid-row-start:none}}@media (min-width:1024px){.lg\:stats-horizontal{grid-auto-flow:column}.lg\:stats-horizontal>:not([hidden])~:not([hidden]){--tw-divide-x-reverse:0;--tw-divide-y-reverse:0;border-width:calc(0px*(1 - 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\ No newline at end of file
diff --git a/app/controllers/api/v1/locations_controller.rb b/app/controllers/api/v1/locations_controller.rb
new file mode 100644
index 00000000..99d295bf
--- /dev/null
+++ b/app/controllers/api/v1/locations_controller.rb
@@ -0,0 +1,56 @@
+# frozen_string_literal: true
+
+class Api::V1::LocationsController < ApiController
+  before_action :validate_search_params, only: [:index]
+
+  def index
+    if search_query.present?
+      search_results = LocationSearch::PointFinder.new(current_api_user, search_params).call
+      render json: LocationSearchResultSerializer.new(search_results).call
+    else
+      render json: { error: 'Search query parameter (q) is required' }, status: :bad_request
+    end
+  rescue StandardError => e
+    Rails.logger.error "Location search error: #{e.message}"
+    Rails.logger.error e.backtrace.join("\n")
+    render json: { error: 'Search failed. Please try again.' }, status: :internal_server_error
+  end
+
+  private
+
+  def search_query
+    params[:q]&.strip
+  end
+
+  def search_params
+    {
+      query: search_query,
+      limit: params[:limit]&.to_i || 50,
+      date_from: parse_date(params[:date_from]),
+      date_to: parse_date(params[:date_to]),
+      radius_override: params[:radius_override]&.to_i
+    }
+  end
+
+  def validate_search_params
+    if search_query.blank?
+      render json: { error: 'Search query parameter (q) is required' }, status: :bad_request
+      return false
+    end
+
+    if search_query.length > 200
+      render json: { error: 'Search query too long (max 200 characters)' }, status: :bad_request
+      return false
+    end
+
+    true
+  end
+
+  def parse_date(date_string)
+    return nil if date_string.blank?
+    
+    Date.parse(date_string)
+  rescue ArgumentError
+    nil
+  end
+end
\ No newline at end of file
diff --git a/app/javascript/controllers/maps_controller.js b/app/javascript/controllers/maps_controller.js
index bdbcbe40..6829231a 100644
--- a/app/javascript/controllers/maps_controller.js
+++ b/app/javascript/controllers/maps_controller.js
@@ -36,6 +36,7 @@ import { fetchAndDisplayPhotos } from "../maps/photos";
 import { countryCodesMap } from "../maps/country_codes";
 import { VisitsManager } from "../maps/visits";
 import { ScratchLayer } from "../maps/scratch_layer";
+import { LocationSearch } from "../maps/location_search";
 
 import "leaflet-draw";
 import { initializeFogCanvas, drawFogCanvas, createFogOverlay } from "../maps/fog_of_war";
@@ -239,6 +240,9 @@ export default class extends BaseController {
 
     // Initialize Live Map Handler
     this.initializeLiveMapHandler();
+
+    // Initialize Location Search
+    this.initializeLocationSearch();
   }
 
   disconnect() {
@@ -1824,4 +1828,10 @@ export default class extends BaseController {
       toggleTracksVisibility(this.tracksLayer, this.map, this.tracksVisible);
     }
   }
+
+  initializeLocationSearch() {
+    if (this.map && this.apiKey) {
+      this.locationSearch = new LocationSearch(this.map, this.apiKey);
+    }
+  }
 }
diff --git a/app/javascript/maps/location_search.js b/app/javascript/maps/location_search.js
new file mode 100644
index 00000000..374d6754
--- /dev/null
+++ b/app/javascript/maps/location_search.js
@@ -0,0 +1,431 @@
+// Location search functionality for the map
+class LocationSearch {
+  constructor(map, apiKey) {
+    this.map = map;
+    this.apiKey = apiKey;
+    this.searchResults = [];
+    this.searchMarkersLayer = null;
+    this.currentSearchQuery = '';
+
+    this.initializeSearchBar();
+    this.initializeSearchResults();
+  }
+
+  initializeSearchBar() {
+    // Create search toggle button using Leaflet control (positioned below settings button)
+    const SearchToggleControl = L.Control.extend({
+      onAdd: function(map) {
+        const button = L.DomUtil.create('button', 'location-search-toggle');
+        button.innerHTML = '🔍';
+        button.style.width = '48px';
+        button.style.height = '48px';
+        button.style.border = 'none';
+        button.style.cursor = 'pointer';
+        button.style.boxShadow = '0 1px 4px rgba(0,0,0,0.3)';
+        button.style.backgroundColor = 'white';
+        button.style.borderRadius = '4px';
+        button.style.padding = '0';
+        button.style.fontSize = '18px';
+        button.style.marginTop = '10px'; // Space below settings button
+        button.title = 'Search locations';
+        button.id = 'location-search-toggle';
+        return button;
+      }
+    });
+
+    // Add the search toggle control to the map
+    this.map.addControl(new SearchToggleControl({ position: 'topright' }));
+
+    // Get reference to the created button
+    const toggleButton = document.getElementById('location-search-toggle');
+
+    // Create search container (initially hidden)
+    // Position it to the left of the search toggle button using fixed positioning
+    const searchContainer = document.createElement('div');
+    searchContainer.className = 'location-search-container fixed z-50 w-80 hidden bg-white rounded-lg shadow-xl border p-2';
+    searchContainer.id = 'location-search-container';
+
+    // Create search input
+    const searchInput = document.createElement('input');
+    searchInput.type = 'text';
+    searchInput.placeholder = 'Search locations';
+    searchInput.className = 'input input-bordered w-full text-sm bg-white shadow-lg';
+    searchInput.id = 'location-search-input';
+
+    // Create search button
+    const searchButton = document.createElement('button');
+    searchButton.innerHTML = '🔍';
+    searchButton.className = 'btn btn-primary btn-sm absolute right-2 top-1/2 transform -translate-y-1/2';
+    searchButton.type = 'button';
+
+    // Create clear button
+    const clearButton = document.createElement('button');
+    clearButton.innerHTML = '✕';
+    clearButton.className = 'btn btn-ghost btn-xs absolute right-12 top-1/2 transform -translate-y-1/2 hidden';
+    clearButton.id = 'location-search-clear';
+
+    // Assemble search bar
+    const searchWrapper = document.createElement('div');
+    searchWrapper.className = 'relative';
+    searchWrapper.appendChild(searchInput);
+    searchWrapper.appendChild(clearButton);
+    searchWrapper.appendChild(searchButton);
+
+    searchContainer.appendChild(searchWrapper);
+
+    // Add search container to map container
+    const mapContainer = document.getElementById('map');
+    mapContainer.appendChild(searchContainer);
+
+    // Store references
+    this.toggleButton = toggleButton;
+    this.searchContainer = searchContainer;
+    this.searchInput = searchInput;
+    this.searchButton = searchButton;
+    this.clearButton = clearButton;
+    this.searchVisible = false;
+
+    // Bind events
+    this.bindSearchEvents();
+  }
+
+  initializeSearchResults() {
+    // Create results container (positioned below search container)
+    const resultsContainer = document.createElement('div');
+    resultsContainer.className = 'location-search-results fixed z-40 w-80 max-h-96 overflow-y-auto bg-white rounded-lg shadow-xl border hidden';
+    resultsContainer.id = 'location-search-results';
+
+    const mapContainer = document.getElementById('map');
+    mapContainer.appendChild(resultsContainer);
+
+    this.resultsContainer = resultsContainer;
+  }
+
+  bindSearchEvents() {
+    // Toggle search bar visibility
+    this.toggleButton.addEventListener('click', () => {
+      this.toggleSearchBar();
+    });
+
+    // Search on button click
+    this.searchButton.addEventListener('click', () => {
+      this.performSearch();
+    });
+
+    // Search on Enter key
+    this.searchInput.addEventListener('keypress', (e) => {
+      if (e.key === 'Enter') {
+        this.performSearch();
+      }
+    });
+
+    // Clear search
+    this.clearButton.addEventListener('click', () => {
+      this.clearSearch();
+    });
+
+    // Show clear button when input has content
+    this.searchInput.addEventListener('input', (e) => {
+      if (e.target.value.length > 0) {
+        this.clearButton.classList.remove('hidden');
+      } else {
+        this.clearButton.classList.add('hidden');
+      }
+    });
+
+    // Hide results and search bar when clicking outside
+    document.addEventListener('click', (e) => {
+      if (!e.target.closest('.location-search-container') &&
+          !e.target.closest('.location-search-results') &&
+          !e.target.closest('#location-search-toggle')) {
+        this.hideResults();
+        if (this.searchVisible) {
+          this.hideSearchBar();
+        }
+      }
+    });
+
+    // Close search bar on Escape key
+    document.addEventListener('keydown', (e) => {
+      if (e.key === 'Escape' && this.searchVisible) {
+        this.hideSearchBar();
+      }
+    });
+  }
+
+  async performSearch() {
+    const query = this.searchInput.value.trim();
+    if (!query) return;
+
+    this.currentSearchQuery = query;
+    this.showLoading();
+
+    try {
+      const response = await fetch(`/api/v1/locations?q=${encodeURIComponent(query)}`, {
+        method: 'GET',
+        headers: {
+          'Authorization': `Bearer ${this.apiKey}`,
+          'Content-Type': 'application/json'
+        }
+      });
+
+      if (!response.ok) {
+        throw new Error(`Search failed: ${response.status} ${response.statusText}`);
+      }
+
+      const data = await response.json();
+      this.displaySearchResults(data);
+
+    } catch (error) {
+      console.error('Location search error:', error);
+      this.showError('Failed to search locations. Please try again.');
+    }
+  }
+
+  showLoading() {
+    this.resultsContainer.innerHTML = `
+      <div class="p-4 text-center">
+        <div class="loading loading-spinner loading-sm"></div>
+        <div class="text-sm text-gray-600 mt-2">Searching for "${this.currentSearchQuery}"...</div>
+      </div>
+    `;
+    this.resultsContainer.classList.remove('hidden');
+  }
+
+  showError(message) {
+    // Position results container below search container using viewport coordinates
+    const searchRect = this.searchContainer.getBoundingClientRect();
+
+    const resultsTop = searchRect.bottom + 5;
+    const resultsRight = window.innerWidth - searchRect.left;
+
+    this.resultsContainer.style.top = resultsTop + 'px';
+    this.resultsContainer.style.right = resultsRight + 'px';
+
+    this.resultsContainer.innerHTML = `
+      <div class="p-4 text-center">
+        <div class="text-error text-sm">${message}</div>
+      </div>
+    `;
+    this.resultsContainer.classList.remove('hidden');
+  }
+
+  displaySearchResults(data) {
+    // Position results container below search container using viewport coordinates
+    const searchRect = this.searchContainer.getBoundingClientRect();
+
+    const resultsTop = searchRect.bottom + 5; // 5px gap below search container
+    const resultsRight = window.innerWidth - searchRect.left; // Align with left edge of search container
+
+    this.resultsContainer.style.top = resultsTop + 'px';
+    this.resultsContainer.style.right = resultsRight + 'px';
+
+    if (!data.locations || data.locations.length === 0) {
+      this.resultsContainer.innerHTML = `
+        <div class="p-4 text-center">
+          <div class="text-sm text-gray-600">No visits found for "${this.currentSearchQuery}"</div>
+        </div>
+      `;
+      this.resultsContainer.classList.remove('hidden');
+      return;
+    }
+
+    this.searchResults = data.locations;
+    this.clearSearchMarkers();
+
+    let resultsHtml = `
+      <div class="p-3 border-b">
+        <div class="text-sm font-semibold">Found ${data.total_locations} location(s) for "${this.currentSearchQuery}"</div>
+      </div>
+    `;
+
+    data.locations.forEach((location, index) => {
+      resultsHtml += this.buildLocationResultHtml(location, index);
+    });
+
+    this.resultsContainer.innerHTML = resultsHtml;
+    this.resultsContainer.classList.remove('hidden');
+
+    // Add markers to map
+    this.addSearchMarkersToMap(data.locations);
+
+    // Bind result interaction events
+    this.bindResultEvents();
+  }
+
+  buildLocationResultHtml(location, index) {
+    const firstVisit = location.visits[0];
+    const lastVisit = location.visits[location.visits.length - 1];
+
+    return `
+      <div class="location-result p-3 border-b hover:bg-gray-50 cursor-pointer" data-location-index="${index}">
+        <div class="font-medium text-sm">${this.escapeHtml(location.place_name)}</div>
+        <div class="text-xs text-gray-600 mt-1">${this.escapeHtml(location.address || '')}</div>
+        <div class="flex justify-between items-center mt-2">
+          <div class="text-xs text-blue-600">${location.total_visits} visit(s)</div>
+          <div class="text-xs text-gray-500">
+            ${this.formatDate(firstVisit.date)} - ${this.formatDate(lastVisit.date)}
+          </div>
+        </div>
+        <div class="mt-2 max-h-32 overflow-y-auto">
+          ${location.visits.slice(0, 5).map(visit => `
+            <div class="text-xs text-gray-700 py-1 border-t border-gray-100 first:border-t-0">
+              📍 ${this.formatDateTime(visit.date)} (${visit.distance_meters}m away)
+            </div>
+          `).join('')}
+          ${location.visits.length > 5 ? `<div class="text-xs text-gray-500 mt-1">+ ${location.visits.length - 5} more visits</div>` : ''}
+        </div>
+      </div>
+    `;
+  }
+
+  bindResultEvents() {
+    const locationResults = this.resultsContainer.querySelectorAll('.location-result');
+    locationResults.forEach(result => {
+      result.addEventListener('click', (e) => {
+        const index = parseInt(e.currentTarget.dataset.locationIndex);
+        this.focusOnLocation(this.searchResults[index]);
+      });
+    });
+  }
+
+  addSearchMarkersToMap(locations) {
+    if (this.searchMarkersLayer) {
+      this.map.removeLayer(this.searchMarkersLayer);
+    }
+
+    this.searchMarkersLayer = L.layerGroup();
+
+    locations.forEach(location => {
+      const [lat, lon] = location.coordinates;
+
+      // Create custom search result marker
+      const marker = L.circleMarker([lat, lon], {
+        radius: 8,
+        fillColor: '#ff6b35',
+        color: '#ffffff',
+        weight: 2,
+        opacity: 1,
+        fillOpacity: 0.8
+      });
+
+      // Add popup with location info
+      const popupContent = `
+        <div class="text-sm">
+          <div class="font-semibold">${this.escapeHtml(location.place_name)}</div>
+          <div class="text-gray-600 mt-1">${this.escapeHtml(location.address || '')}</div>
+          <div class="mt-2">
+            <span class="text-blue-600">${location.total_visits} visit(s)</span>
+          </div>
+        </div>
+      `;
+
+      marker.bindPopup(popupContent);
+      this.searchMarkersLayer.addLayer(marker);
+    });
+
+    this.searchMarkersLayer.addTo(this.map);
+  }
+
+  focusOnLocation(location) {
+    const [lat, lon] = location.coordinates;
+    this.map.setView([lat, lon], 16);
+
+    // Flash the marker
+    const markers = this.searchMarkersLayer.getLayers();
+    const targetMarker = markers.find(marker => {
+      const latLng = marker.getLatLng();
+      return Math.abs(latLng.lat - lat) < 0.0001 && Math.abs(latLng.lng - lon) < 0.0001;
+    });
+
+    if (targetMarker) {
+      targetMarker.openPopup();
+    }
+
+    this.hideResults();
+  }
+
+  clearSearch() {
+    this.searchInput.value = '';
+    this.clearButton.classList.add('hidden');
+    this.hideResults();
+    this.clearSearchMarkers();
+    this.currentSearchQuery = '';
+  }
+
+  toggleSearchBar() {
+    if (this.searchVisible) {
+      this.hideSearchBar();
+    } else {
+      this.showSearchBar();
+    }
+  }
+
+  showSearchBar() {
+    // Calculate position relative to the toggle button using viewport coordinates
+    const buttonRect = this.toggleButton.getBoundingClientRect();
+
+    // Position search container to the left of the button, aligned vertically
+    // Using fixed positioning relative to viewport
+    const searchTop = buttonRect.top; // Same vertical position as button (viewport coordinates)
+    const searchRight = window.innerWidth - buttonRect.left + 10; // 10px gap to the left of button
+
+    // Debug logging to see actual values
+    console.log('Button rect:', buttonRect);
+    console.log('Window width:', window.innerWidth);
+    console.log('Calculated top:', searchTop);
+    console.log('Calculated right:', searchRight);
+
+    this.searchContainer.style.top = searchTop + 'px';
+    this.searchContainer.style.right = searchRight + 'px';
+
+    this.searchContainer.classList.remove('hidden');
+    this.searchVisible = true;
+
+    // Focus the search input for immediate typing
+    setTimeout(() => {
+      this.searchInput.focus();
+    }, 100);
+  }
+
+  hideSearchBar() {
+    this.searchContainer.classList.add('hidden');
+    this.hideResults();
+    this.clearSearch();
+    this.searchVisible = false;
+  }
+
+  clearSearchMarkers() {
+    if (this.searchMarkersLayer) {
+      this.map.removeLayer(this.searchMarkersLayer);
+      this.searchMarkersLayer = null;
+    }
+  }
+
+  hideResults() {
+    this.resultsContainer.classList.add('hidden');
+  }
+
+  // Utility methods
+  escapeHtml(text) {
+    const map = {
+      '&': '&amp;',
+      '<': '&lt;',
+      '>': '&gt;',
+      '"': '&quot;',
+      "'": '&#039;'
+    };
+    return text ? text.replace(/[&<>"']/g, m => map[m]) : '';
+  }
+
+  formatDate(dateString) {
+    return new Date(dateString).toLocaleDateString();
+  }
+
+  formatDateTime(dateString) {
+    return new Date(dateString).toLocaleDateString() + ' ' +
+           new Date(dateString).toLocaleTimeString([], {hour: '2-digit', minute:'2-digit'});
+  }
+}
+
+export { LocationSearch };
diff --git a/app/serializers/location_search_result_serializer.rb b/app/serializers/location_search_result_serializer.rb
new file mode 100644
index 00000000..601b7107
--- /dev/null
+++ b/app/serializers/location_search_result_serializer.rb
@@ -0,0 +1,47 @@
+# frozen_string_literal: true
+
+class LocationSearchResultSerializer
+  def initialize(search_result)
+    @search_result = search_result
+  end
+
+  def call
+    {
+      query: @search_result[:query],
+      locations: serialize_locations(@search_result[:locations]),
+      total_locations: @search_result[:total_locations],
+      search_metadata: @search_result[:search_metadata]
+    }
+  end
+
+  private
+
+  def serialize_locations(locations)
+    locations.map do |location|
+      {
+        place_name: location[:place_name],
+        coordinates: location[:coordinates],
+        address: location[:address],
+        total_visits: location[:total_visits],
+        first_visit: location[:first_visit],
+        last_visit: location[:last_visit],
+        visits: serialize_visits(location[:visits])
+      }
+    end
+  end
+
+  def serialize_visits(visits)
+    visits.map do |visit|
+      {
+        timestamp: visit[:timestamp],
+        date: visit[:date],
+        coordinates: visit[:coordinates],
+        distance_meters: visit[:distance_meters],
+        duration_estimate: visit[:duration_estimate],
+        points_count: visit[:points_count],
+        accuracy_meters: visit[:accuracy_meters],
+        visit_details: visit[:visit_details]
+      }
+    end
+  end
+end
\ No newline at end of file
diff --git a/app/services/location_search/geocoding_service.rb b/app/services/location_search/geocoding_service.rb
new file mode 100644
index 00000000..db58950d
--- /dev/null
+++ b/app/services/location_search/geocoding_service.rb
@@ -0,0 +1,192 @@
+# frozen_string_literal: true
+
+module LocationSearch
+  class GeocodingService
+    MAX_RESULTS = 5
+    CACHE_TTL = 1.hour
+
+    def initialize
+      @cache_key_prefix = 'location_search:geocoding'
+    end
+
+    def search(query)
+      return [] if query.blank?
+
+      cache_key = "#{@cache_key_prefix}:#{Digest::SHA256.hexdigest(query.downcase)}"
+      
+      Rails.cache.fetch(cache_key, expires_in: CACHE_TTL) do
+        perform_geocoding_search(query)
+      end
+    rescue StandardError => e
+      Rails.logger.error "Geocoding search failed for query '#{query}': #{e.message}"
+      []
+    end
+
+    def provider_name
+      Geocoder.config.lookup.to_s.capitalize
+    end
+
+    private
+
+    def perform_geocoding_search(query)
+      results = Geocoder.search(query, limit: MAX_RESULTS)
+      return [] if results.blank?
+
+      normalize_geocoding_results(results)
+    end
+
+    def normalize_geocoding_results(results)
+      normalized_results = []
+      
+      results.each do |result|
+        next unless valid_result?(result)
+
+        normalized_result = {
+          lat: result.latitude.to_f,
+          lon: result.longitude.to_f,
+          name: extract_name(result),
+          address: extract_address(result),
+          type: extract_type(result),
+          provider_data: extract_provider_data(result)
+        }
+
+        normalized_results << normalized_result
+      end
+
+      # Remove duplicates based on coordinates (within 100m)
+      deduplicate_results(normalized_results)
+    end
+
+    def valid_result?(result)
+      result.present? && 
+        result.latitude.present? && 
+        result.longitude.present? &&
+        result.latitude.to_f.abs <= 90 &&
+        result.longitude.to_f.abs <= 180
+    end
+
+    def extract_name(result)
+      case provider_name.downcase
+      when 'photon'
+        extract_photon_name(result)
+      when 'nominatim'
+        extract_nominatim_name(result)
+      when 'geoapify'
+        extract_geoapify_name(result)
+      else
+        result.address || result.data&.dig('display_name') || 'Unknown location'
+      end
+    end
+
+    def extract_address(result)
+      case provider_name.downcase
+      when 'photon'
+        extract_photon_address(result)
+      when 'nominatim'
+        extract_nominatim_address(result)
+      when 'geoapify'
+        extract_geoapify_address(result)
+      else
+        result.address || result.data&.dig('display_name') || ''
+      end
+    end
+
+    def extract_type(result)
+      data = result.data || {}
+      
+      case provider_name.downcase
+      when 'photon'
+        data.dig('properties', 'osm_key') || data.dig('properties', 'type') || 'unknown'
+      when 'nominatim'
+        data['type'] || data['class'] || 'unknown'
+      when 'geoapify'
+        data.dig('properties', 'datasource', 'sourcename') || data.dig('properties', 'place_type') || 'unknown'
+      else
+        'unknown'
+      end
+    end
+
+    def extract_provider_data(result)
+      {
+        osm_id: result.data&.dig('properties', 'osm_id'),
+        osm_type: result.data&.dig('properties', 'osm_type'),
+        place_rank: result.data&.dig('place_rank'),
+        importance: result.data&.dig('importance')
+      }
+    end
+
+    # Provider-specific extractors
+    def extract_photon_name(result)
+      properties = result.data&.dig('properties') || {}
+      properties['name'] || properties['street'] || properties['city'] || 'Unknown location'
+    end
+
+    def extract_photon_address(result)
+      properties = result.data&.dig('properties') || {}
+      parts = []
+      
+      parts << properties['street'] if properties['street'].present?
+      parts << properties['housenumber'] if properties['housenumber'].present?
+      parts << properties['city'] if properties['city'].present?
+      parts << properties['state'] if properties['state'].present?
+      parts << properties['country'] if properties['country'].present?
+      
+      parts.join(', ')
+    end
+
+    def extract_nominatim_name(result)
+      data = result.data || {}
+      data['display_name']&.split(',')&.first || 'Unknown location'
+    end
+
+    def extract_nominatim_address(result)
+      result.data&.dig('display_name') || ''
+    end
+
+    def extract_geoapify_name(result)
+      properties = result.data&.dig('properties') || {}
+      properties['name'] || properties['street'] || properties['city'] || 'Unknown location'
+    end
+
+    def extract_geoapify_address(result)
+      properties = result.data&.dig('properties') || {}
+      properties['formatted'] || ''
+    end
+
+    def deduplicate_results(results)
+      deduplicated = []
+      
+      results.each do |result|
+        # Check if there's already a result within 100m
+        duplicate = deduplicated.find do |existing|
+          distance = calculate_distance(
+            result[:lat], result[:lon],
+            existing[:lat], existing[:lon]
+          )
+          distance < 100 # meters
+        end
+        
+        deduplicated << result unless duplicate
+      end
+      
+      deduplicated
+    end
+
+    def calculate_distance(lat1, lon1, lat2, lon2)
+      # Haversine formula for distance calculation in meters
+      rad_per_deg = Math::PI / 180
+      rkm = 6371000 # Earth radius in meters
+      
+      dlat_rad = (lat2 - lat1) * rad_per_deg
+      dlon_rad = (lon2 - lon1) * rad_per_deg
+      
+      lat1_rad = lat1 * rad_per_deg
+      lat2_rad = lat2 * rad_per_deg
+      
+      a = Math.sin(dlat_rad / 2)**2 + Math.cos(lat1_rad) * Math.cos(lat2_rad) * Math.sin(dlon_rad / 2)**2
+      c = 2 * Math.atan2(Math.sqrt(a), Math.sqrt(1 - a))
+      
+      rkm * c
+    end
+  end
+end
\ No newline at end of file
diff --git a/app/services/location_search/point_finder.rb b/app/services/location_search/point_finder.rb
new file mode 100644
index 00000000..c341c39c
--- /dev/null
+++ b/app/services/location_search/point_finder.rb
@@ -0,0 +1,116 @@
+# frozen_string_literal: true
+
+module LocationSearch
+  class PointFinder
+    def initialize(user, params = {})
+      @user = user
+      @query = params[:query]
+      @limit = params[:limit] || 50
+      @date_from = params[:date_from]
+      @date_to = params[:date_to]
+      @radius_override = params[:radius_override]
+    end
+
+    def call
+      return empty_result if @query.blank?
+
+      geocoded_locations = geocoding_service.search(@query)
+      return empty_result if geocoded_locations.empty?
+
+      find_matching_points(geocoded_locations)
+    end
+
+    private
+
+    def geocoding_service
+      @geocoding_service ||= LocationSearch::GeocodingService.new
+    end
+
+    def find_matching_points(geocoded_locations)
+      results = []
+      
+      geocoded_locations.each do |location|
+        matching_points = spatial_matcher.find_points_near(
+          @user,
+          location[:lat],
+          location[:lon],
+          determine_search_radius(location),
+          date_filter_options
+        )
+        
+        next if matching_points.empty?
+        
+        visits = result_aggregator.group_points_into_visits(matching_points)
+        
+        results << {
+          place_name: location[:name],
+          coordinates: [location[:lat], location[:lon]],
+          address: location[:address],
+          total_visits: visits.length,
+          first_visit: visits.first[:date],
+          last_visit: visits.last[:date],
+          visits: visits.take(@limit)
+        }
+      end
+
+      {
+        query: @query,
+        locations: results,
+        total_locations: results.length,
+        search_metadata: {
+          geocoding_provider: geocoding_service.provider_name,
+          candidates_found: geocoded_locations.length,
+          search_time_ms: nil # TODO: implement timing
+        }
+      }
+    end
+
+    def determine_search_radius(location)
+      return @radius_override if @radius_override.present?
+
+      # Smart radius selection based on place type
+      place_type = location[:type]&.downcase || ''
+      
+      case place_type
+      when /shop|store|restaurant|cafe|supermarket|mall/
+        75  # meters - specific businesses
+      when /street|road|avenue|boulevard/
+        50  # meters - street addresses
+      when /neighborhood|district|area/
+        300 # meters - areas
+      when /city|town|village/
+        1000 # meters - cities
+      else
+        100 # meters - default for unknown types
+      end
+    end
+
+    def spatial_matcher
+      @spatial_matcher ||= LocationSearch::SpatialMatcher.new
+    end
+
+    def result_aggregator
+      @result_aggregator ||= LocationSearch::ResultAggregator.new
+    end
+
+    def date_filter_options
+      {
+        date_from: @date_from,
+        date_to: @date_to
+      }
+    end
+
+    def empty_result
+      {
+        query: @query,
+        locations: [],
+        total_locations: 0,
+        search_metadata: {
+          geocoding_provider: nil,
+          candidates_found: 0,
+          search_time_ms: 0
+        }
+      }
+    end
+  end
+end
\ No newline at end of file
diff --git a/app/services/location_search/result_aggregator.rb b/app/services/location_search/result_aggregator.rb
new file mode 100644
index 00000000..320a270e
--- /dev/null
+++ b/app/services/location_search/result_aggregator.rb
@@ -0,0 +1,105 @@
+# frozen_string_literal: true
+
+module LocationSearch
+  class ResultAggregator
+    # Time threshold for grouping consecutive points into visits (minutes)
+    VISIT_TIME_THRESHOLD = 30
+
+    def group_points_into_visits(points)
+      return [] if points.empty?
+
+      visits = []
+      current_visit_points = []
+      
+      points.each do |point|
+        if current_visit_points.empty? || within_visit_threshold?(current_visit_points.last, point)
+          current_visit_points << point
+        else
+          # Finalize current visit and start a new one
+          visits << create_visit_from_points(current_visit_points) if current_visit_points.any?
+          current_visit_points = [point]
+        end
+      end
+      
+      # Don't forget the last visit
+      visits << create_visit_from_points(current_visit_points) if current_visit_points.any?
+      
+      visits.sort_by { |visit| -visit[:timestamp] } # Most recent first
+    end
+
+    private
+
+    def within_visit_threshold?(previous_point, current_point)
+      time_diff = (current_point[:timestamp] - previous_point[:timestamp]).abs / 60.0 # minutes
+      time_diff <= VISIT_TIME_THRESHOLD
+    end
+
+    def create_visit_from_points(points)
+      return nil if points.empty?
+
+      # Sort points by timestamp to get chronological order
+      sorted_points = points.sort_by { |p| p[:timestamp] }
+      first_point = sorted_points.first
+      last_point = sorted_points.last
+      
+      # Calculate visit duration
+      duration_minutes = if sorted_points.length > 1
+        ((last_point[:timestamp] - first_point[:timestamp]) / 60.0).round
+      else
+        # Single point visit - estimate based on typical stay time
+        15 # minutes
+      end
+
+      # Find the most accurate point (lowest accuracy value means higher precision)
+      most_accurate_point = points.min_by { |p| p[:accuracy] || 999999 }
+      
+      # Calculate average distance from search center
+      average_distance = (points.sum { |p| p[:distance_meters] } / points.length).round(2)
+
+      {
+        timestamp: first_point[:timestamp],
+        date: first_point[:date],
+        coordinates: most_accurate_point[:coordinates],
+        distance_meters: average_distance,
+        duration_estimate: format_duration(duration_minutes),
+        points_count: points.length,
+        accuracy_meters: most_accurate_point[:accuracy],
+        visit_details: {
+          start_time: first_point[:date],
+          end_time: last_point[:date],
+          duration_minutes: duration_minutes,
+          city: most_accurate_point[:city],
+          country: most_accurate_point[:country],
+          altitude_range: calculate_altitude_range(points)
+        }
+      }
+    end
+
+    def format_duration(minutes)
+      return "~#{minutes}m" if minutes < 60
+
+      hours = minutes / 60
+      remaining_minutes = minutes % 60
+      
+      if remaining_minutes == 0
+        "~#{hours}h"
+      else
+        "~#{hours}h #{remaining_minutes}m"
+      end
+    end
+
+    def calculate_altitude_range(points)
+      altitudes = points.map { |p| p[:altitude] }.compact
+      return nil if altitudes.empty?
+      
+      min_altitude = altitudes.min
+      max_altitude = altitudes.max
+      
+      if min_altitude == max_altitude
+        "#{min_altitude}m"
+      else
+        "#{min_altitude}m - #{max_altitude}m"
+      end
+    end
+  end
+end
\ No newline at end of file
diff --git a/app/services/location_search/spatial_matcher.rb b/app/services/location_search/spatial_matcher.rb
new file mode 100644
index 00000000..4fa6172f
--- /dev/null
+++ b/app/services/location_search/spatial_matcher.rb
@@ -0,0 +1,80 @@
+# frozen_string_literal: true
+
+module LocationSearch
+  class SpatialMatcher
+    def initialize
+      # Using PostGIS for efficient spatial queries
+    end
+
+    def find_points_near(user, latitude, longitude, radius_meters, date_options = {})
+      points_query = build_spatial_query(user, latitude, longitude, radius_meters, date_options)
+      
+      # Execute query and return results with calculated distance
+      ActiveRecord::Base.connection.exec_query(points_query)
+        .map { |row| format_point_result(row) }
+        .sort_by { |point| point[:timestamp] }
+        .reverse # Most recent first
+    end
+
+    private
+
+    def build_spatial_query(user, latitude, longitude, radius_meters, date_options = {})
+      date_filter = build_date_filter(date_options)
+      
+      <<~SQL
+        SELECT 
+          p.id,
+          p.timestamp,
+          p.latitude,
+          p.longitude,
+          p.city,
+          p.country,
+          p.altitude,
+          p.accuracy,
+          ST_Distance(p.lonlat, ST_Point(#{longitude}, #{latitude})::geography) as distance_meters,
+          TO_TIMESTAMP(p.timestamp) as recorded_at
+        FROM points p
+        WHERE p.user_id = #{user.id}
+          AND ST_DWithin(p.lonlat, ST_Point(#{longitude}, #{latitude})::geography, #{radius_meters})
+          #{date_filter}
+        ORDER BY p.timestamp DESC;
+      SQL
+    end
+
+    def build_date_filter(date_options)
+      return '' unless date_options[:date_from] || date_options[:date_to]
+      
+      filters = []
+      
+      if date_options[:date_from]
+        timestamp_from = date_options[:date_from].to_time.to_i
+        filters << "p.timestamp >= #{timestamp_from}"
+      end
+      
+      if date_options[:date_to]
+        # Add one day to include the entire end date
+        timestamp_to = (date_options[:date_to] + 1.day).to_time.to_i
+        filters << "p.timestamp < #{timestamp_to}"
+      end
+      
+      return '' if filters.empty?
+      
+      "AND #{filters.join(' AND ')}"
+    end
+
+    def format_point_result(row)
+      {
+        id: row['id'].to_i,
+        timestamp: row['timestamp'].to_i,
+        coordinates: [row['latitude'].to_f, row['longitude'].to_f],
+        city: row['city'],
+        country: row['country'],
+        altitude: row['altitude']&.to_i,
+        accuracy: row['accuracy']&.to_i,
+        distance_meters: row['distance_meters'].to_f.round(2),
+        recorded_at: row['recorded_at'],
+        date: Time.zone.at(row['timestamp'].to_i).iso8601
+      }
+    end
+  end
+end
\ No newline at end of file
diff --git a/config/routes.rb b/config/routes.rb
index 638e273f..c22fbb79 100644
--- a/config/routes.rb
+++ b/config/routes.rb
@@ -100,6 +100,7 @@ Rails.application.routes.draw do
       get   'users/me', to: 'users#me'
 
       resources :areas,     only: %i[index create update destroy]
+      resources :locations, only: %i[index]
       resources :points,    only: %i[index create update destroy]
       resources :visits,    only: %i[index create update destroy] do
         get 'possible_places', to: 'visits/possible_places#index', on: :member
diff --git a/spec/requests/api/v1/locations_spec.rb b/spec/requests/api/v1/locations_spec.rb
new file mode 100644
index 00000000..4036f95c
--- /dev/null
+++ b/spec/requests/api/v1/locations_spec.rb
@@ -0,0 +1,254 @@
+# frozen_string_literal: true
+
+require 'rails_helper'
+
+RSpec.describe Api::V1::LocationsController, type: :request do
+  let(:user) { create(:user) }
+  let(:api_key) { user.api_key }
+  let(:headers) { { 'Authorization' => "Bearer #{api_key}" } }
+
+  describe 'GET /api/v1/locations' do
+    context 'with valid authentication' do
+      context 'when search query is provided' do
+        let(:search_query) { 'Kaufland' }
+        let(:mock_search_result) do
+          {
+            query: search_query,
+            locations: [
+              {
+                place_name: 'Kaufland Mitte',
+                coordinates: [52.5200, 13.4050],
+                address: 'Alexanderplatz 1, Berlin',
+                total_visits: 2,
+                first_visit: '2024-01-15T09:30:00Z',
+                last_visit: '2024-03-20T18:45:00Z',
+                visits: [
+                  {
+                    timestamp: 1711814700,
+                    date: '2024-03-20T18:45:00Z',
+                    coordinates: [52.5201, 13.4051],
+                    distance_meters: 45.5,
+                    duration_estimate: '~25m',
+                    points_count: 8
+                  }
+                ]
+              }
+            ],
+            total_locations: 1,
+            search_metadata: {
+              geocoding_provider: 'photon',
+              candidates_found: 3,
+              search_time_ms: 234
+            }
+          }
+        end
+
+        before do
+          allow_any_instance_of(LocationSearch::PointFinder)
+            .to receive(:call).and_return(mock_search_result)
+        end
+
+        it 'returns successful response with search results' do
+          get '/api/v1/locations', params: { q: search_query }, headers: headers
+
+          expect(response).to have_http_status(:ok)
+          
+          json_response = JSON.parse(response.body)
+          expect(json_response['query']).to eq(search_query)
+          expect(json_response['locations']).to be_an(Array)
+          expect(json_response['locations'].first['place_name']).to eq('Kaufland Mitte')
+          expect(json_response['total_locations']).to eq(1)
+        end
+
+        it 'includes search metadata in response' do
+          get '/api/v1/locations', params: { q: search_query }, headers: headers
+
+          json_response = JSON.parse(response.body)
+          expect(json_response['search_metadata']).to include(
+            'geocoding_provider' => 'photon',
+            'candidates_found' => 3
+          )
+        end
+
+        it 'passes search parameters to PointFinder service' do
+          expect(LocationSearch::PointFinder)
+            .to receive(:new)
+            .with(user, hash_including(
+              query: search_query,
+              limit: 50,
+              date_from: nil,
+              date_to: nil,
+              radius_override: nil
+            ))
+            .and_return(double(call: mock_search_result))
+
+          get '/api/v1/locations', params: { q: search_query }, headers: headers
+        end
+
+        context 'with additional search parameters' do
+          let(:params) do
+            {
+              q: search_query,
+              limit: 20,
+              date_from: '2024-01-01',
+              date_to: '2024-03-31',
+              radius_override: 200
+            }
+          end
+
+          it 'passes all parameters to the service' do
+            expect(LocationSearch::PointFinder)
+              .to receive(:new)
+              .with(user, hash_including(
+                query: search_query,
+                limit: 20,
+                date_from: Date.parse('2024-01-01'),
+                date_to: Date.parse('2024-03-31'),
+                radius_override: 200
+              ))
+              .and_return(double(call: mock_search_result))
+
+            get '/api/v1/locations', params: params, headers: headers
+          end
+        end
+
+        context 'with invalid date parameters' do
+          it 'handles invalid date_from gracefully' do
+            expect {
+              get '/api/v1/locations', params: { q: search_query, date_from: 'invalid-date' }, headers: headers
+            }.not_to raise_error
+
+            expect(response).to have_http_status(:ok)
+          end
+
+          it 'handles invalid date_to gracefully' do
+            expect {
+              get '/api/v1/locations', params: { q: search_query, date_to: 'invalid-date' }, headers: headers
+            }.not_to raise_error
+
+            expect(response).to have_http_status(:ok)
+          end
+        end
+      end
+
+      context 'when no search results are found' do
+        let(:empty_result) do
+          {
+            query: 'NonexistentPlace',
+            locations: [],
+            total_locations: 0,
+            search_metadata: { geocoding_provider: nil, candidates_found: 0, search_time_ms: 0 }
+          }
+        end
+
+        before do
+          allow_any_instance_of(LocationSearch::PointFinder)
+            .to receive(:call).and_return(empty_result)
+        end
+
+        it 'returns empty results successfully' do
+          get '/api/v1/locations', params: { q: 'NonexistentPlace' }, headers: headers
+
+          expect(response).to have_http_status(:ok)
+          
+          json_response = JSON.parse(response.body)
+          expect(json_response['locations']).to be_empty
+          expect(json_response['total_locations']).to eq(0)
+        end
+      end
+
+      context 'when search query is missing' do
+        it 'returns bad request error' do
+          get '/api/v1/locations', headers: headers
+
+          expect(response).to have_http_status(:bad_request)
+          
+          json_response = JSON.parse(response.body)
+          expect(json_response['error']).to eq('Search query parameter (q) is required')
+        end
+      end
+
+      context 'when search query is blank' do
+        it 'returns bad request error' do
+          get '/api/v1/locations', params: { q: '   ' }, headers: headers
+
+          expect(response).to have_http_status(:bad_request)
+          
+          json_response = JSON.parse(response.body)
+          expect(json_response['error']).to eq('Search query parameter (q) is required')
+        end
+      end
+
+      context 'when search query is too long' do
+        let(:long_query) { 'a' * 201 }
+
+        it 'returns bad request error' do
+          get '/api/v1/locations', params: { q: long_query }, headers: headers
+
+          expect(response).to have_http_status(:bad_request)
+          
+          json_response = JSON.parse(response.body)
+          expect(json_response['error']).to eq('Search query too long (max 200 characters)')
+        end
+      end
+
+      context 'when service raises an error' do
+        before do
+          allow_any_instance_of(LocationSearch::PointFinder)
+            .to receive(:call).and_raise(StandardError.new('Service error'))
+        end
+
+        it 'returns internal server error' do
+          get '/api/v1/locations', params: { q: 'test' }, headers: headers
+
+          expect(response).to have_http_status(:internal_server_error)
+          
+          json_response = JSON.parse(response.body)
+          expect(json_response['error']).to eq('Search failed. Please try again.')
+        end
+      end
+    end
+
+    context 'without authentication' do
+      it 'returns unauthorized error' do
+        get '/api/v1/locations', params: { q: 'test' }
+
+        expect(response).to have_http_status(:unauthorized)
+      end
+    end
+
+    context 'with invalid API key' do
+      let(:invalid_headers) { { 'Authorization' => 'Bearer invalid_key' } }
+
+      it 'returns unauthorized error' do
+        get '/api/v1/locations', params: { q: 'test' }, headers: invalid_headers
+
+        expect(response).to have_http_status(:unauthorized)
+      end
+    end
+
+    context 'with user data isolation' do
+      let(:user1) { create(:user) }
+      let(:user2) { create(:user) }
+      let(:user1_headers) { { 'Authorization' => "Bearer #{user1.api_key}" } }
+
+      before do
+        # Create points for both users
+        create(:point, user: user1, latitude: 52.5200, longitude: 13.4050)
+        create(:point, user: user2, latitude: 52.5200, longitude: 13.4050)
+
+        # Mock service to verify user isolation
+        allow(LocationSearch::PointFinder).to receive(:new) do |user, _params|
+          expect(user).to eq(user1)  # Should only be called with user1
+          double(call: { query: 'test', locations: [], total_locations: 0, search_metadata: {} })
+        end
+      end
+
+      it 'only searches within the authenticated user data' do
+        get '/api/v1/locations', params: { q: 'test' }, headers: user1_headers
+
+        expect(response).to have_http_status(:ok)
+      end
+    end
+  end
+end
\ No newline at end of file
diff --git a/spec/services/location_search/geocoding_service_spec.rb b/spec/services/location_search/geocoding_service_spec.rb
new file mode 100644
index 00000000..cb323358
--- /dev/null
+++ b/spec/services/location_search/geocoding_service_spec.rb
@@ -0,0 +1,250 @@
+# frozen_string_literal: true
+
+require 'rails_helper'
+
+RSpec.describe LocationSearch::GeocodingService do
+  let(:service) { described_class.new }
+
+  describe '#search' do
+    context 'with valid query' do
+      let(:query) { 'Kaufland Berlin' }
+      let(:mock_geocoder_result) do
+        double(
+          'Geocoder::Result',
+          latitude: 52.5200,
+          longitude: 13.4050,
+          address: 'Kaufland, Alexanderplatz 1, Berlin',
+          data: {
+            'properties' => {
+              'name' => 'Kaufland Mitte',
+              'street' => 'Alexanderplatz',
+              'housenumber' => '1',
+              'city' => 'Berlin',
+              'country' => 'Germany',
+              'osm_key' => 'shop',
+              'osm_id' => '12345'
+            }
+          }
+        )
+      end
+
+      before do
+        allow(Geocoder).to receive(:search).and_return([mock_geocoder_result])
+        allow(Geocoder.config).to receive(:lookup).and_return(:photon)
+      end
+
+      it 'returns normalized geocoding results' do
+        results = service.search(query)
+
+        expect(results).to be_an(Array)
+        expect(results.first).to include(
+          lat: 52.5200,
+          lon: 13.4050,
+          name: 'Kaufland Mitte',
+          address: 'Alexanderplatz, 1, Berlin, Germany',
+          type: 'shop'
+        )
+      end
+
+      it 'includes provider data' do
+        results = service.search(query)
+
+        expect(results.first[:provider_data]).to include(
+          osm_id: '12345',
+          osm_type: nil
+        )
+      end
+
+      it 'caches results' do
+        expect(Rails.cache).to receive(:fetch).and_call_original
+
+        service.search(query)
+      end
+
+      it 'limits results to MAX_RESULTS' do
+        expect(Geocoder).to receive(:search).with(query, limit: 5)
+
+        service.search(query)
+      end
+
+      context 'with cached results' do
+        let(:cached_results) { [{ lat: 1.0, lon: 2.0, name: 'Cached' }] }
+
+        before do
+          allow(Rails.cache).to receive(:fetch).and_return(cached_results)
+        end
+
+        it 'returns cached results without calling Geocoder' do
+          expect(Geocoder).not_to receive(:search)
+
+          results = service.search(query)
+          expect(results).to eq(cached_results)
+        end
+      end
+    end
+
+    context 'with blank query' do
+      it 'returns empty array' do
+        results = service.search('')
+        expect(results).to eq([])
+        
+        results = service.search(nil)
+        expect(results).to eq([])
+      end
+    end
+
+    context 'when Geocoder returns no results' do
+      before do
+        allow(Geocoder).to receive(:search).and_return([])
+      end
+
+      it 'returns empty array' do
+        results = service.search('nonexistent place')
+        expect(results).to eq([])
+      end
+    end
+
+    context 'when Geocoder raises an error' do
+      before do
+        allow(Geocoder).to receive(:search).and_raise(StandardError.new('API error'))
+      end
+
+      it 'handles error gracefully and returns empty array' do
+        expect(Rails.logger).to receive(:error).with(/Geocoding search failed/)
+
+        results = service.search('test query')
+        expect(results).to eq([])
+      end
+    end
+
+    context 'with invalid coordinates' do
+      let(:invalid_result) do
+        double(
+          'Geocoder::Result',
+          latitude: 91.0,  # Invalid latitude
+          longitude: 181.0, # Invalid longitude
+          address: 'Invalid Location',
+          data: {}
+        )
+      end
+
+      before do
+        allow(Geocoder).to receive(:search).and_return([invalid_result])
+      end
+
+      it 'filters out results with invalid coordinates' do
+        results = service.search('test')
+        expect(results).to be_empty
+      end
+    end
+
+    describe '#deduplicate_results' do
+      let(:duplicate_results) do
+        [
+          {
+            lat: 52.5200,
+            lon: 13.4050,
+            name: 'Location A',
+            address: 'Address A',
+            type: 'shop'
+          },
+          {
+            lat: 52.5201, # Very close to first location (~11 meters)
+            lon: 13.4051,
+            name: 'Location B',
+            address: 'Address B',
+            type: 'shop'
+          },
+          {
+            lat: 52.5300, # Far from others
+            lon: 13.4150,
+            name: 'Location C',
+            address: 'Address C',
+            type: 'restaurant'
+          }
+        ]
+      end
+
+      before do
+        allow(service).to receive(:perform_geocoding_search).and_return(duplicate_results)
+      end
+
+      it 'removes locations within 100m of each other' do
+        results = service.search('test')
+
+        expect(results.length).to eq(2)
+        expect(results.map { |r| r[:name] }).to include('Location A', 'Location C')
+      end
+    end
+  end
+
+  describe '#provider_name' do
+    it 'returns the current geocoding provider name' do
+      allow(Geocoder.config).to receive(:lookup).and_return(:photon)
+
+      expect(service.provider_name).to eq('Photon')
+    end
+  end
+
+  describe 'provider-specific extraction' do
+    context 'with Photon provider' do
+      let(:photon_result) do
+        double(
+          'Geocoder::Result',
+          latitude: 52.5200,
+          longitude: 13.4050,
+          data: {
+            'properties' => {
+              'name' => 'Kaufland',
+              'street' => 'Alexanderplatz',
+              'housenumber' => '1',
+              'city' => 'Berlin',
+              'state' => 'Berlin',
+              'country' => 'Germany'
+            }
+          }
+        )
+      end
+
+      before do
+        allow(Geocoder).to receive(:search).and_return([photon_result])
+        allow(Geocoder.config).to receive(:lookup).and_return(:photon)
+      end
+
+      it 'extracts Photon-specific data correctly' do
+        results = service.search('test')
+
+        expect(results.first[:name]).to eq('Kaufland')
+        expect(results.first[:address]).to eq('Alexanderplatz, 1, Berlin, Berlin, Germany')
+      end
+    end
+
+    context 'with Nominatim provider' do
+      let(:nominatim_result) do
+        double(
+          'Geocoder::Result',
+          latitude: 52.5200,
+          longitude: 13.4050,
+          data: {
+            'display_name' => 'Kaufland, Alexanderplatz 1, Berlin, Germany',
+            'type' => 'shop',
+            'class' => 'amenity'
+          }
+        )
+      end
+
+      before do
+        allow(Geocoder).to receive(:search).and_return([nominatim_result])
+        allow(Geocoder.config).to receive(:lookup).and_return(:nominatim)
+      end
+
+      it 'extracts Nominatim-specific data correctly' do
+        results = service.search('test')
+
+        expect(results.first[:name]).to eq('Kaufland')
+        expect(results.first[:address]).to eq('Kaufland, Alexanderplatz 1, Berlin, Germany')
+        expect(results.first[:type]).to eq('shop')
+      end
+    end
+  end
+end
\ No newline at end of file
diff --git a/spec/services/location_search/point_finder_spec.rb b/spec/services/location_search/point_finder_spec.rb
new file mode 100644
index 00000000..9adc3ab3
--- /dev/null
+++ b/spec/services/location_search/point_finder_spec.rb
@@ -0,0 +1,226 @@
+# frozen_string_literal: true
+
+require 'rails_helper'
+
+RSpec.describe LocationSearch::PointFinder do
+  let(:user) { create(:user) }
+  let(:service) { described_class.new(user, search_params) }
+  let(:search_params) { { query: 'Kaufland' } }
+
+  describe '#call' do
+    context 'with valid search query' do
+      let(:mock_geocoded_locations) do
+        [
+          {
+            lat: 52.5200,
+            lon: 13.4050,
+            name: 'Kaufland Mitte',
+            address: 'Alexanderplatz 1, Berlin',
+            type: 'shop'
+          }
+        ]
+      end
+
+      let(:mock_matching_points) do
+        [
+          {
+            id: 1,
+            timestamp: 1711814700,
+            coordinates: [52.5201, 13.4051],
+            distance_meters: 45.5,
+            date: '2024-03-20T18:45:00Z'
+          }
+        ]
+      end
+
+      let(:mock_visits) do
+        [
+          {
+            timestamp: 1711814700,
+            date: '2024-03-20T18:45:00Z',
+            coordinates: [52.5201, 13.4051],
+            distance_meters: 45.5,
+            duration_estimate: '~25m',
+            points_count: 1
+          }
+        ]
+      end
+
+      before do
+        allow_any_instance_of(LocationSearch::GeocodingService)
+          .to receive(:search).and_return(mock_geocoded_locations)
+        
+        allow_any_instance_of(LocationSearch::SpatialMatcher)
+          .to receive(:find_points_near).and_return(mock_matching_points)
+        
+        allow_any_instance_of(LocationSearch::ResultAggregator)
+          .to receive(:group_points_into_visits).and_return(mock_visits)
+      end
+
+      it 'returns search results with location data' do
+        result = service.call
+
+        expect(result[:query]).to eq('Kaufland')
+        expect(result[:locations]).to be_an(Array)
+        expect(result[:locations].first).to include(
+          place_name: 'Kaufland Mitte',
+          coordinates: [52.5200, 13.4050],
+          address: 'Alexanderplatz 1, Berlin',
+          total_visits: 1
+        )
+      end
+
+      it 'includes search metadata' do
+        result = service.call
+
+        expect(result[:search_metadata]).to include(
+          :geocoding_provider,
+          :candidates_found,
+          :search_time_ms
+        )
+        expect(result[:search_metadata][:candidates_found]).to eq(1)
+      end
+
+      it 'calls geocoding service with the query' do
+        expect_any_instance_of(LocationSearch::GeocodingService)
+          .to receive(:search).with('Kaufland')
+
+        service.call
+      end
+
+      it 'calls spatial matcher with correct parameters' do
+        expect_any_instance_of(LocationSearch::SpatialMatcher)
+          .to receive(:find_points_near)
+          .with(user, 52.5200, 13.4050, 75, { date_from: nil, date_to: nil })
+
+        service.call
+      end
+
+      it 'determines appropriate search radius for shop type' do
+        expect_any_instance_of(LocationSearch::SpatialMatcher)
+          .to receive(:find_points_near)
+          .with(user, anything, anything, 75, anything)
+
+        service.call
+      end
+
+      context 'with different place types' do
+        it 'uses smaller radius for street addresses' do
+          mock_geocoded_locations[0][:type] = 'street'
+          
+          expect_any_instance_of(LocationSearch::SpatialMatcher)
+            .to receive(:find_points_near)
+            .with(user, anything, anything, 50, anything)
+
+          service.call
+        end
+
+        it 'uses larger radius for neighborhoods' do
+          mock_geocoded_locations[0][:type] = 'neighborhood'
+          
+          expect_any_instance_of(LocationSearch::SpatialMatcher)
+            .to receive(:find_points_near)
+            .with(user, anything, anything, 300, anything)
+
+          service.call
+        end
+
+        it 'uses custom radius when override provided' do
+          service = described_class.new(user, search_params.merge(radius_override: 150))
+          
+          expect_any_instance_of(LocationSearch::SpatialMatcher)
+            .to receive(:find_points_near)
+            .with(user, anything, anything, 150, anything)
+
+          service.call
+        end
+      end
+
+      context 'with date filtering' do
+        let(:search_params) do
+          {
+            query: 'Kaufland',
+            date_from: Date.parse('2024-01-01'),
+            date_to: Date.parse('2024-03-31')
+          }
+        end
+
+        it 'passes date filters to spatial matcher' do
+          expect_any_instance_of(LocationSearch::SpatialMatcher)
+            .to receive(:find_points_near)
+            .with(user, anything, anything, anything, {
+              date_from: Date.parse('2024-01-01'),
+              date_to: Date.parse('2024-03-31')
+            })
+
+          service.call
+        end
+      end
+    end
+
+    context 'when no geocoding results found' do
+      before do
+        allow_any_instance_of(LocationSearch::GeocodingService)
+          .to receive(:search).and_return([])
+      end
+
+      it 'returns empty result' do
+        result = service.call
+
+        expect(result[:locations]).to be_empty
+        expect(result[:total_locations]).to eq(0)
+      end
+    end
+
+    context 'when no matching points found' do
+      before do
+        allow_any_instance_of(LocationSearch::GeocodingService)
+          .to receive(:search).and_return([{ lat: 52.5200, lon: 13.4050, name: 'Test' }])
+        
+        allow_any_instance_of(LocationSearch::SpatialMatcher)
+          .to receive(:find_points_near).and_return([])
+      end
+
+      it 'excludes locations with no visits' do
+        result = service.call
+
+        expect(result[:locations]).to be_empty
+        expect(result[:total_locations]).to eq(0)
+      end
+    end
+
+    context 'with blank query' do
+      let(:search_params) { { query: '' } }
+
+      it 'returns empty result without calling services' do
+        expect(LocationSearch::GeocodingService).not_to receive(:new)
+
+        result = service.call
+        
+        expect(result[:locations]).to be_empty
+      end
+    end
+
+    context 'with limit parameter' do
+      let(:search_params) { { query: 'Kaufland', limit: 10 } }
+      let(:many_visits) { Array.new(15) { |i| { timestamp: i, date: "2024-01-#{i+1}T12:00:00Z" } } }
+
+      before do
+        allow_any_instance_of(LocationSearch::GeocodingService)
+          .to receive(:search).and_return([{ lat: 52.5200, lon: 13.4050, name: 'Test' }])
+        
+        allow_any_instance_of(LocationSearch::SpatialMatcher)
+          .to receive(:find_points_near).and_return([{}])
+        
+        allow_any_instance_of(LocationSearch::ResultAggregator)
+          .to receive(:group_points_into_visits).and_return(many_visits)
+      end
+
+      it 'limits the number of visits returned' do
+        result = service.call
+
+        expect(result[:locations].first[:visits].length).to eq(10)
+      end
+    end
+  end
+end
\ No newline at end of file
diff --git a/spec/services/location_search/result_aggregator_spec.rb b/spec/services/location_search/result_aggregator_spec.rb
new file mode 100644
index 00000000..2da854ea
--- /dev/null
+++ b/spec/services/location_search/result_aggregator_spec.rb
@@ -0,0 +1,295 @@
+# frozen_string_literal: true
+
+require 'rails_helper'
+
+RSpec.describe LocationSearch::ResultAggregator do
+  let(:service) { described_class.new }
+
+  describe '#group_points_into_visits' do
+    context 'with empty points array' do
+      it 'returns empty array' do
+        result = service.group_points_into_visits([])
+        expect(result).to eq([])
+      end
+    end
+
+    context 'with single point' do
+      let(:single_point) do
+        {
+          id: 1,
+          timestamp: 1711814700,
+          coordinates: [52.5200, 13.4050],
+          distance_meters: 45.5,
+          accuracy: 10,
+          date: '2024-03-20T18:45:00Z',
+          city: 'Berlin',
+          country: 'Germany',
+          altitude: 100
+        }
+      end
+
+      it 'creates a single visit' do
+        result = service.group_points_into_visits([single_point])
+
+        expect(result.length).to eq(1)
+        visit = result.first
+        expect(visit[:timestamp]).to eq(1711814700)
+        expect(visit[:coordinates]).to eq([52.5200, 13.4050])
+        expect(visit[:points_count]).to eq(1)
+      end
+
+      it 'estimates duration for single point visits' do
+        result = service.group_points_into_visits([single_point])
+
+        visit = result.first
+        expect(visit[:duration_estimate]).to eq('~15m')
+        expect(visit[:visit_details][:duration_minutes]).to eq(15)
+      end
+    end
+
+    context 'with consecutive points' do
+      let(:consecutive_points) do
+        [
+          {
+            id: 1,
+            timestamp: 1711814700, # 18:45
+            coordinates: [52.5200, 13.4050],
+            distance_meters: 45.5,
+            accuracy: 10,
+            date: '2024-03-20T18:45:00Z',
+            city: 'Berlin',
+            country: 'Germany'
+          },
+          {
+            id: 2,
+            timestamp: 1711816500, # 19:15 (30 minutes later)
+            coordinates: [52.5201, 13.4051],
+            distance_meters: 48.2,
+            accuracy: 8,
+            date: '2024-03-20T19:15:00Z',
+            city: 'Berlin',
+            country: 'Germany'
+          },
+          {
+            id: 3,
+            timestamp: 1711817400, # 19:30 (15 minutes later)
+            coordinates: [52.5199, 13.4049],
+            distance_meters: 42.1,
+            accuracy: 12,
+            date: '2024-03-20T19:30:00Z',
+            city: 'Berlin',
+            country: 'Germany'
+          }
+        ]
+      end
+
+      it 'groups consecutive points into single visit' do
+        result = service.group_points_into_visits(consecutive_points)
+
+        expect(result.length).to eq(1)
+        visit = result.first
+        expect(visit[:points_count]).to eq(3)
+      end
+
+      it 'calculates visit duration from start to end' do
+        result = service.group_points_into_visits(consecutive_points)
+
+        visit = result.first
+        expect(visit[:duration_estimate]).to eq('~45m')
+        expect(visit[:visit_details][:duration_minutes]).to eq(45)
+      end
+
+      it 'uses most accurate point coordinates' do
+        result = service.group_points_into_visits(consecutive_points)
+
+        visit = result.first
+        # Point with accuracy 8 should be selected
+        expect(visit[:coordinates]).to eq([52.5201, 13.4051])
+        expect(visit[:accuracy_meters]).to eq(8)
+      end
+
+      it 'calculates average distance' do
+        result = service.group_points_into_visits(consecutive_points)
+
+        visit = result.first
+        expected_avg = (45.5 + 48.2 + 42.1) / 3
+        expect(visit[:distance_meters]).to eq(expected_avg.round(2))
+      end
+
+      it 'sets correct start and end times' do
+        result = service.group_points_into_visits(consecutive_points)
+
+        visit = result.first
+        expect(visit[:visit_details][:start_time]).to eq('2024-03-20T18:45:00Z')
+        expect(visit[:visit_details][:end_time]).to eq('2024-03-20T19:30:00Z')
+      end
+    end
+
+    context 'with separate visits (time gaps)' do
+      let(:separate_visits_points) do
+        [
+          {
+            id: 1,
+            timestamp: 1711814700, # 18:45
+            coordinates: [52.5200, 13.4050],
+            distance_meters: 45.5,
+            accuracy: 10,
+            date: '2024-03-20T18:45:00Z',
+            city: 'Berlin',
+            country: 'Germany'
+          },
+          {
+            id: 2,
+            timestamp: 1711816500, # 19:15 (30 minutes later - within threshold)
+            coordinates: [52.5201, 13.4051],
+            distance_meters: 48.2,
+            accuracy: 8,
+            date: '2024-03-20T19:15:00Z',
+            city: 'Berlin',
+            country: 'Germany'
+          },
+          {
+            id: 3,
+            timestamp: 1711820100, # 20:15 (60 minutes after last point - exceeds threshold)
+            coordinates: [52.5199, 13.4049],
+            distance_meters: 42.1,
+            accuracy: 12,
+            date: '2024-03-20T20:15:00Z',
+            city: 'Berlin',
+            country: 'Germany'
+          }
+        ]
+      end
+
+      it 'creates separate visits when time gap exceeds threshold' do
+        result = service.group_points_into_visits(separate_visits_points)
+
+        expect(result.length).to eq(2)
+        expect(result.first[:points_count]).to eq(2)
+        expect(result.last[:points_count]).to eq(1)
+      end
+
+      it 'orders visits by timestamp descending (most recent first)' do
+        result = service.group_points_into_visits(separate_visits_points)
+
+        expect(result.first[:timestamp]).to be > result.last[:timestamp]
+      end
+    end
+
+    context 'with duration formatting' do
+      let(:points_with_various_durations) do
+        # Helper to create points with time differences
+        base_time = 1711814700
+
+        [
+          # Short visit (25 minutes)
+          { id: 1, timestamp: base_time, accuracy: 10, coordinates: [52.5200, 13.4050], distance_meters: 50, date: '2024-03-20T18:45:00Z' },
+          { id: 2, timestamp: base_time + 25 * 60, accuracy: 10, coordinates: [52.5200, 13.4050], distance_meters: 50, date: '2024-03-20T19:10:00Z' },
+          
+          # Long visit (2 hours 15 minutes) - starts 45 minutes after previous to create gap
+          { id: 3, timestamp: base_time + 70 * 60, accuracy: 10, coordinates: [52.5300, 13.4100], distance_meters: 30, date: '2024-03-20T19:55:00Z' },
+          { id: 4, timestamp: base_time + 205 * 60, accuracy: 10, coordinates: [52.5300, 13.4100], distance_meters: 30, date: '2024-03-20T22:10:00Z' }
+        ]
+      end
+
+      it 'formats duration correctly for minutes only' do
+        short_visit_points = points_with_various_durations.take(2)
+        result = service.group_points_into_visits(short_visit_points)
+
+        expect(result.first[:duration_estimate]).to eq('~25m')
+      end
+
+      it 'formats duration correctly for hours and minutes' do
+        long_visit_points = points_with_various_durations.drop(2)
+        result = service.group_points_into_visits(long_visit_points)
+
+        expect(result.first[:duration_estimate]).to eq('~2h 15m')
+      end
+
+      it 'formats duration correctly for hours only' do
+        # Create points exactly 2 hours apart
+        exact_hour_points = [
+          { id: 1, timestamp: 1711814700, accuracy: 10, coordinates: [52.5200, 13.4050], distance_meters: 50, date: '2024-03-20T18:45:00Z' },
+          { id: 2, timestamp: 1711814700 + 120 * 60, accuracy: 10, coordinates: [52.5200, 13.4050], distance_meters: 50, date: '2024-03-20T20:45:00Z' }
+        ]
+        
+        result = service.group_points_into_visits(exact_hour_points)
+
+        expect(result.first[:duration_estimate]).to eq('~2h')
+      end
+    end
+
+    context 'with altitude data' do
+      let(:points_with_altitude) do
+        [
+          {
+            id: 1, timestamp: 1711814700, coordinates: [52.5200, 13.4050],
+            accuracy: 10, distance_meters: 50, altitude: 100,
+            date: '2024-03-20T18:45:00Z'
+          },
+          {
+            id: 2, timestamp: 1711815600, coordinates: [52.5201, 13.4051],
+            accuracy: 10, distance_meters: 50, altitude: 105,
+            date: '2024-03-20T19:00:00Z'
+          },
+          {
+            id: 3, timestamp: 1711816500, coordinates: [52.5199, 13.4049],
+            accuracy: 10, distance_meters: 50, altitude: 95,
+            date: '2024-03-20T19:15:00Z'
+          }
+        ]
+      end
+
+      it 'includes altitude range in visit details' do
+        result = service.group_points_into_visits(points_with_altitude)
+
+        visit = result.first
+        expect(visit[:visit_details][:altitude_range]).to eq('95m - 105m')
+      end
+
+      context 'with same altitude for all points' do
+        before do
+          points_with_altitude.each { |p| p[:altitude] = 100 }
+        end
+
+        it 'shows single altitude value' do
+          result = service.group_points_into_visits(points_with_altitude)
+
+          visit = result.first
+          expect(visit[:visit_details][:altitude_range]).to eq('100m')
+        end
+      end
+
+      context 'with missing altitude data' do
+        before do
+          points_with_altitude.each { |p| p.delete(:altitude) }
+        end
+
+        it 'handles missing altitude gracefully' do
+          result = service.group_points_into_visits(points_with_altitude)
+
+          visit = result.first
+          expect(visit[:visit_details][:altitude_range]).to be_nil
+        end
+      end
+    end
+
+    context 'with unordered points' do
+      let(:unordered_points) do
+        [
+          { id: 3, timestamp: 1711817400, coordinates: [52.5199, 13.4049], accuracy: 10, distance_meters: 50, date: '2024-03-20T19:30:00Z' },
+          { id: 1, timestamp: 1711814700, coordinates: [52.5200, 13.4050], accuracy: 10, distance_meters: 50, date: '2024-03-20T18:45:00Z' },
+          { id: 2, timestamp: 1711816500, coordinates: [52.5201, 13.4051], accuracy: 10, distance_meters: 50, date: '2024-03-20T19:15:00Z' }
+        ]
+      end
+
+      it 'handles unordered input correctly' do
+        result = service.group_points_into_visits(unordered_points)
+
+        visit = result.first
+        expect(visit[:visit_details][:start_time]).to eq('2024-03-20T18:45:00Z')
+        expect(visit[:visit_details][:end_time]).to eq('2024-03-20T19:30:00Z')
+      end
+    end
+  end
+end
\ No newline at end of file
diff --git a/spec/services/location_search/spatial_matcher_spec.rb b/spec/services/location_search/spatial_matcher_spec.rb
new file mode 100644
index 00000000..a4f27435
--- /dev/null
+++ b/spec/services/location_search/spatial_matcher_spec.rb
@@ -0,0 +1,231 @@
+# frozen_string_literal: true
+
+require 'rails_helper'
+
+RSpec.describe LocationSearch::SpatialMatcher do
+  let(:service) { described_class.new }
+  let(:user) { create(:user) }
+  let(:latitude) { 52.5200 }
+  let(:longitude) { 13.4050 }
+  let(:radius_meters) { 100 }
+
+  describe '#find_points_near' do
+    let!(:near_point) do
+      create(:point, 
+        user: user, 
+        latitude: 52.5201, 
+        longitude: 13.4051,
+        timestamp: 1.hour.ago.to_i,
+        city: 'Berlin',
+        country: 'Germany',
+        altitude: 100,
+        accuracy: 5
+      )
+    end
+
+    let!(:far_point) do
+      create(:point,
+        user: user,
+        latitude: 52.6000, # ~9km away
+        longitude: 13.5000,
+        timestamp: 2.hours.ago.to_i
+      )
+    end
+
+    let!(:other_user_point) do
+      create(:point,
+        user: create(:user),
+        latitude: 52.5201,
+        longitude: 13.4051,
+        timestamp: 30.minutes.ago.to_i
+      )
+    end
+
+    context 'with points within radius' do
+      it 'returns points within the specified radius' do
+        results = service.find_points_near(user, latitude, longitude, radius_meters)
+
+        expect(results.length).to eq(1)
+        expect(results.first[:id]).to eq(near_point.id)
+      end
+
+      it 'excludes points outside the radius' do
+        results = service.find_points_near(user, latitude, longitude, radius_meters)
+
+        point_ids = results.map { |r| r[:id] }
+        expect(point_ids).not_to include(far_point.id)
+      end
+
+      it 'only includes points from the specified user' do
+        results = service.find_points_near(user, latitude, longitude, radius_meters)
+
+        point_ids = results.map { |r| r[:id] }
+        expect(point_ids).not_to include(other_user_point.id)
+      end
+
+      it 'includes calculated distance' do
+        results = service.find_points_near(user, latitude, longitude, radius_meters)
+
+        expect(results.first[:distance_meters]).to be_a(Float)
+        expect(results.first[:distance_meters]).to be < radius_meters
+      end
+
+      it 'includes point attributes' do
+        results = service.find_points_near(user, latitude, longitude, radius_meters)
+
+        point = results.first
+        expect(point).to include(
+          id: near_point.id,
+          timestamp: near_point.timestamp,
+          coordinates: [near_point.latitude.to_f, near_point.longitude.to_f],
+          city: 'Berlin',
+          country: 'Germany',
+          altitude: 100,
+          accuracy: 5
+        )
+      end
+
+      it 'includes ISO8601 formatted date' do
+        results = service.find_points_near(user, latitude, longitude, radius_meters)
+
+        expect(results.first[:date]).to match(/\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}/)
+      end
+
+      it 'orders results by timestamp descending (most recent first)' do
+        # Create another nearby point with older timestamp
+        older_point = create(:point,
+          user: user,
+          latitude: 52.5199,
+          longitude: 13.4049,
+          timestamp: 3.hours.ago.to_i
+        )
+
+        results = service.find_points_near(user, latitude, longitude, radius_meters)
+
+        expect(results.first[:id]).to eq(near_point.id) # More recent
+        expect(results.last[:id]).to eq(older_point.id)  # Older
+      end
+    end
+
+    context 'with date filtering' do
+      let(:date_options) do
+        {
+          date_from: 2.days.ago.to_date,
+          date_to: Date.current
+        }
+      end
+
+      let!(:old_point) do
+        create(:point,
+          user: user,
+          latitude: 52.5201,
+          longitude: 13.4051,
+          timestamp: 1.week.ago.to_i
+        )
+      end
+
+      it 'filters points by date range' do
+        results = service.find_points_near(user, latitude, longitude, radius_meters, date_options)
+
+        point_ids = results.map { |r| r[:id] }
+        expect(point_ids).to include(near_point.id)
+        expect(point_ids).not_to include(old_point.id)
+      end
+
+      context 'with only date_from' do
+        let(:date_options) { { date_from: 2.hours.ago.to_date } }
+
+        it 'includes points after date_from' do
+          results = service.find_points_near(user, latitude, longitude, radius_meters, date_options)
+
+          point_ids = results.map { |r| r[:id] }
+          expect(point_ids).to include(near_point.id)
+        end
+      end
+
+      context 'with only date_to' do
+        let(:date_options) { { date_to: 2.days.ago.to_date } }
+
+        it 'includes points before date_to' do
+          results = service.find_points_near(user, latitude, longitude, radius_meters, date_options)
+
+          point_ids = results.map { |r| r[:id] }
+          expect(point_ids).to include(old_point.id)
+          expect(point_ids).not_to include(near_point.id)
+        end
+      end
+    end
+
+    context 'with no points within radius' do
+      it 'returns empty array' do
+        results = service.find_points_near(user, 60.0, 30.0, 100) # Far away coordinates
+
+        expect(results).to be_empty
+      end
+    end
+
+    context 'with edge cases' do
+      it 'handles points at the exact radius boundary' do
+        # This test would require creating a point at exactly 100m distance
+        # For simplicity, we'll test with a very small radius that should exclude our test point
+        results = service.find_points_near(user, latitude, longitude, 1) # 1 meter radius
+
+        expect(results).to be_empty
+      end
+
+      it 'handles negative coordinates' do
+        # Create point with negative coordinates
+        negative_point = create(:point,
+          user: user,
+          latitude: -33.8688,  # Sydney
+          longitude: 151.2093,
+          timestamp: 1.hour.ago.to_i
+        )
+
+        results = service.find_points_near(user, -33.8688, 151.2093, 1000)
+
+        expect(results.length).to eq(1)
+        expect(results.first[:id]).to eq(negative_point.id)
+      end
+
+      it 'handles coordinates near poles' do
+        # Create point near north pole
+        polar_point = create(:point,
+          user: user,
+          latitude: 89.0,
+          longitude: 0.0,
+          timestamp: 1.hour.ago.to_i
+        )
+
+        results = service.find_points_near(user, 89.0, 0.0, 1000)
+
+        expect(results.length).to eq(1)
+        expect(results.first[:id]).to eq(polar_point.id)
+      end
+    end
+
+    context 'with large datasets' do
+      before do
+        # Create many points to test performance
+        50.times do |i|
+          create(:point,
+            user: user,
+            latitude: latitude + (i * 0.0001), # Spread points slightly
+            longitude: longitude + (i * 0.0001),
+            timestamp: i.hours.ago.to_i
+          )
+        end
+      end
+
+      it 'efficiently queries large datasets' do
+        start_time = Time.current
+
+        results = service.find_points_near(user, latitude, longitude, 1000)
+
+        query_time = Time.current - start_time
+        expect(query_time).to be < 1.0 # Should complete within 1 second
+        expect(results.length).to be > 40 # Should find most of the points
+      end
+    end
+  end
+end
\ No newline at end of file
diff --git a/spec/system/location_search_spec.rb b/spec/system/location_search_spec.rb
new file mode 100644
index 00000000..2ad4f4c4
--- /dev/null
+++ b/spec/system/location_search_spec.rb
@@ -0,0 +1,346 @@
+# frozen_string_literal: true
+
+require 'rails_helper'
+
+RSpec.describe 'Location Search Feature', type: :system, js: true do
+  let(:user) { create(:user) }
+
+  before do
+    driven_by(:selenium_headless_chrome)
+    sign_in user
+    
+    # Create some test points near Berlin
+    create(:point, 
+      user: user, 
+      latitude: 52.5200, 
+      longitude: 13.4050,
+      timestamp: 1.day.ago.to_i,
+      city: 'Berlin',
+      country: 'Germany'
+    )
+    
+    create(:point,
+      user: user,
+      latitude: 52.5201,
+      longitude: 13.4051,
+      timestamp: 2.hours.ago.to_i,
+      city: 'Berlin',
+      country: 'Germany'
+    )
+
+    # Mock the geocoding service to avoid external API calls
+    allow_any_instance_of(LocationSearch::GeocodingService).to receive(:search) do |_service, query|
+      case query.downcase
+      when /kaufland/
+        [
+          {
+            lat: 52.5200,
+            lon: 13.4050,
+            name: 'Kaufland Mitte',
+            address: 'Alexanderplatz 1, Berlin',
+            type: 'shop'
+          }
+        ]
+      when /nonexistent/
+        []
+      else
+        [
+          {
+            lat: 52.5200,
+            lon: 13.4050,
+            name: 'Generic Location',
+            address: 'Berlin, Germany',
+            type: 'unknown'
+          }
+        ]
+      end
+    end
+  end
+
+  describe 'Search Bar' do
+    before do
+      visit map_path
+      
+      # Wait for map to load
+      expect(page).to have_css('#map')
+      sleep(2) # Give time for JavaScript to initialize
+    end
+
+    it 'displays search toggle button on the map' do
+      expect(page).to have_css('#location-search-toggle')
+      expect(page).to have_css('button:contains("🔍")')
+    end
+
+    it 'initially hides the search bar' do
+      expect(page).to have_css('#location-search-container.hidden')
+    end
+
+    it 'shows search bar when toggle button is clicked' do
+      find('#location-search-toggle').click
+      
+      expect(page).to have_css('#location-search-container:not(.hidden)')
+      expect(page).to have_css('#location-search-input')
+    end
+
+    it 'hides search bar when toggle button is clicked again' do
+      # Show search bar first
+      find('#location-search-toggle').click
+      expect(page).to have_css('#location-search-container:not(.hidden)')
+      
+      # Hide it
+      find('#location-search-toggle').click
+      expect(page).to have_css('#location-search-container.hidden')
+    end
+
+    it 'shows placeholder text in search input when visible' do
+      find('#location-search-toggle').click
+      
+      search_input = find('#location-search-input')
+      expect(search_input[:placeholder]).to include('Search locations')
+    end
+
+    context 'when performing a search' do
+      before do
+        # Show the search bar first
+        find('#location-search-toggle').click
+      end
+
+      it 'shows loading state during search' do
+        fill_in 'location-search-input', with: 'Kaufland'
+        within('#location-search-container') do
+          click_button '🔍'
+        end
+
+        # Should show loading indicator briefly
+        expect(page).to have_content('Searching for "Kaufland"')
+      end
+
+      it 'displays search results for existing locations' do
+        fill_in 'location-search-input', with: 'Kaufland'
+        within('#location-search-container') do
+          click_button '🔍'
+        end
+
+        # Wait for results to appear
+        within('#location-search-results') do
+          expect(page).to have_content('Kaufland Mitte')
+          expect(page).to have_content('Alexanderplatz 1, Berlin')
+          expect(page).to have_content('visit(s)')
+        end
+      end
+
+      it 'shows visit details in results' do
+        fill_in 'location-search-input', with: 'Kaufland'
+        within('#location-search-container') do
+          click_button '🔍'
+        end
+
+        within('#location-search-results') do
+          # Should show visit timestamps and distances
+          expect(page).to have_css('.location-result')
+          expect(page).to have_content('m away') # distance indicator
+        end
+      end
+
+      it 'handles search with Enter key' do
+        fill_in 'location-search-input', with: 'Kaufland'
+        find('#location-search-input').send_keys(:enter)
+
+        within('#location-search-results') do
+          expect(page).to have_content('Kaufland Mitte')
+        end
+      end
+
+      it 'displays appropriate message for no results' do
+        fill_in 'location-search-input', with: 'NonexistentPlace'
+        click_button '🔍'
+
+        within('#location-search-results') do
+          expect(page).to have_content('No visits found for "NonexistentPlace"')
+        end
+      end
+    end
+
+    context 'with search interaction' do
+      before do
+        # Show the search bar first
+        find('#location-search-toggle').click
+      end
+
+      it 'focuses search input when search bar is shown' do
+        expect(page).to have_css('#location-search-input:focus')
+      end
+
+      it 'closes search bar when Escape key is pressed' do
+        find('#location-search-input').send_keys(:escape)
+        
+        expect(page).to have_css('#location-search-container.hidden')
+      end
+
+      it 'shows clear button when text is entered' do
+        search_input = find('#location-search-input')
+        clear_button = find('#location-search-clear')
+        
+        expect(clear_button).not_to be_visible
+        
+        search_input.fill_in(with: 'test')
+        expect(clear_button).to be_visible
+      end
+
+      it 'clears search when clear button is clicked' do
+        search_input = find('#location-search-input')
+        clear_button = find('#location-search-clear')
+        
+        search_input.fill_in(with: 'test search')
+        clear_button.click
+        
+        expect(search_input.value).to be_empty
+        expect(clear_button).not_to be_visible
+      end
+
+      it 'hides results and search bar when clicking outside' do
+        # First, show search bar and perform search
+        find('#location-search-toggle').click
+        fill_in 'location-search-input', with: 'Kaufland'
+        within('#location-search-container') do
+          click_button '🔍'
+        end
+        
+        # Wait for results to show
+        expect(page).to have_css('#location-search-results:not(.hidden)')
+        
+        # Click outside the search area (left side of map to avoid controls)
+        page.execute_script("document.querySelector('#map').dispatchEvent(new MouseEvent('click', {clientX: 100, clientY: 200}))")
+        
+        # Both results and search bar should be hidden
+        expect(page).to have_css('#location-search-results.hidden')
+        expect(page).to have_css('#location-search-container.hidden')
+      end
+    end
+
+    context 'with map interaction' do
+      before do
+        # Show the search bar first
+        find('#location-search-toggle').click
+      end
+
+      it 'adds search markers to the map' do
+        fill_in 'location-search-input', with: 'Kaufland'
+        within('#location-search-container') do
+          click_button '🔍'
+        end
+
+        # Wait for search to complete
+        expect(page).to have_content('Kaufland Mitte')
+
+        # Check that markers are added (this would require inspecting the map object)
+        # For now, we'll verify the search completed successfully
+        expect(page).to have_content('Found 1 location(s)')
+      end
+
+      it 'focuses map on clicked search result' do
+        fill_in 'location-search-input', with: 'Kaufland'
+        within('#location-search-container') do
+          click_button '🔍'
+        end
+
+        within('#location-search-results') do
+          find('.location-result').click
+        end
+
+        # Results should be hidden after clicking
+        expect(page).to have_css('#location-search-results.hidden')
+      end
+    end
+
+    context 'with error handling' do
+      before do
+        # Mock API to return error
+        allow_any_instance_of(LocationSearch::PointFinder).to receive(:call).and_raise(StandardError.new('API Error'))
+      end
+
+      it 'handles API errors gracefully' do
+        fill_in 'location-search-input', with: 'test'
+        click_button '🔍'
+
+        within('#location-search-results') do
+          expect(page).to have_content('Failed to search locations')
+        end
+      end
+    end
+
+    context 'with authentication' do
+      it 'includes API key in search requests' do
+        # This test verifies that the search component receives the API key
+        # from the data attribute and includes it in requests
+        
+        map_element = find('#map')
+        expect(map_element['data-api_key']).to eq(user.api_key)
+      end
+    end
+  end
+
+  describe 'Search API Integration' do
+    it 'makes authenticated requests to the search API' do
+      # Test that the frontend makes proper API calls
+      visit map_path
+      
+      fill_in 'location-search-input', with: 'Kaufland'
+      
+      # Intercept the API request
+      expect(page.driver.browser.manage).to receive(:add_cookie).with(
+        hash_including(name: 'api_request_made')
+      )
+      
+      click_button '🔍'
+    end
+  end
+
+  describe 'Real-world Search Scenarios' do
+    context 'with business name search' do
+      it 'finds visits to business locations' do
+        visit map_path
+        
+        fill_in 'location-search-input', with: 'Kaufland'
+        click_button '🔍'
+        
+        expect(page).to have_content('Kaufland Mitte')
+        expect(page).to have_content('visit(s)')
+      end
+    end
+
+    context 'with address search' do
+      it 'handles street address searches' do
+        visit map_path
+        
+        fill_in 'location-search-input', with: 'Alexanderplatz 1'
+        click_button '🔍'
+        
+        within('#location-search-results') do
+          expect(page).to have_content('location(s)')
+        end
+      end
+    end
+
+    context 'with multiple search terms' do
+      it 'handles complex search queries' do
+        visit map_path
+        
+        fill_in 'location-search-input', with: 'Kaufland Berlin'
+        click_button '🔍'
+        
+        # Should handle multi-word searches
+        expect(page).to have_content('location(s) for "Kaufland Berlin"')
+      end
+    end
+  end
+
+  private
+
+  def sign_in(user)
+    visit new_user_session_path
+    fill_in 'Email', with: user.email
+    fill_in 'Password', with: user.password
+    click_button 'Log in'
+  end
+end
\ No newline at end of file