diff --git a/work_trace/models/wt_location_log.py b/work_trace/models/wt_location_log.py
index 2a887dfa..5bc85007 100644
--- a/work_trace/models/wt_location_log.py
+++ b/work_trace/models/wt_location_log.py
@@ -2,42 +2,62 @@ from odoo import models, fields, api
 from math import radians, sin, cos, sqrt, atan2
 
 
+# Maps Google/OSM activity types to human-readable categories
+CATEGORY_MAP = {
+    'IN_PASSENGER_VEHICLE': 'In Vehicle',
+    'IN_VEHICLE': 'In Vehicle',
+    'IN_ROAD_VEHICLE': 'In Vehicle',
+    'IN_RAIL_VEHICLE': 'Rail / Transit',
+    'IN_TWO_WHEELER_VEHICLE': 'Motorcycle / Scooter',
+    'WALKING': 'Walking',
+    'ON_FOOT': 'Walking',
+    'RUNNING': 'Running',
+    'ON_BICYCLE': 'Cycling',
+    'STILL': 'Stationary',
+    'UNKNOWN': 'Unknown',
+}
+
+
 class WtLocationLog(models.Model):
     _name = 'wt.location.log'
     _description = 'WorkTrace Location Log'
     _order = 'arrived_at asc'
 
     name = fields.Char(
-        string='Location',
+        string='Name',
         compute='_compute_name',
         store=True
     )
     date = fields.Date(string='Date', required=True, index=True)
-    arrived_at = fields.Datetime(string='Arrived At', required=True)
-    departed_at = fields.Datetime(string='Departed At')
+    arrived_at = fields.Datetime(string='Begin Time', required=True)
+    departed_at = fields.Datetime(string='End Time')
 
     latitude = fields.Float(string='Latitude', digits=(10, 7))
     longitude = fields.Float(string='Longitude', digits=(10, 7))
     address = fields.Char(string='Address')
     place_name = fields.Char(string='Place / Business Name')
 
+    # Category: OSM-derived for stops, activity-type for travel segments
+    category = fields.Char(string='Category')
+
     time_at_location = fields.Float(
-        string='Time at Location (hrs)',
+        string='Duration (hrs)',
         compute='_compute_time_at_location',
         store=True
     )
     distance_from_previous = fields.Float(
-        string='Distance from Previous (mi)',
+        string='Distance (mi)',
         digits=(10, 2)
     )
     travel_time_from_previous = fields.Float(
-        string='Travel Time from Previous (hrs)',
+        string='Travel Time (hrs)',
         digits=(10, 2)
     )
     travel_mode = fields.Selection([
         ('driving', 'Driving'),
         ('walking', 'Walking'),
         ('transit', 'Transit'),
+        ('cycling', 'Cycling'),
         ('unknown', 'Unknown'),
     ], string='Travel Mode', default='unknown')
 
@@ -54,7 +74,7 @@ class WtLocationLog(models.Model):
     add_to_calendar = fields.Boolean(string='Add to Calendar', default=True)
     notes = fields.Text(string='Notes')
 
-    @api.depends('address', 'place_name', 'latitude', 'longitude')
+    @api.depends('place_name', 'address', 'latitude', 'longitude')
     def _compute_name(self):
         for rec in self:
             rec.name = (
@@ -75,7 +95,7 @@ class WtLocationLog(models.Model):
     @staticmethod
     def _haversine_distance(lat1, lon1, lat2, lon2):
         """Calculate distance in miles between two GPS coordinates."""
-        R = 3958.8  # Earth radius in miles
+        R = 3958.8
         lat1, lon1, lat2, lon2 = map(radians, [lat1, lon1, lat2, lon2])
         dlat = lat2 - lat1
         dlon = lon2 - lon1
@@ -83,8 +103,9 @@ class WtLocationLog(models.Model):
         return R * 2 * atan2(sqrt(a), sqrt(1 - a))
 
     def action_geocode(self):
-        """Resolve coordinates to address using OpenStreetMap Nominatim."""
+        """Resolve coordinates to address and category using OpenStreetMap Nominatim."""
         import requests
+        import time
         for rec in self:
             if not rec.latitude or not rec.longitude:
                 continue
@@ -100,19 +121,40 @@ class WtLocationLog(models.Model):
                 resp = requests.get(url, params=params, headers=headers, timeout=10)
                 resp.raise_for_status()
                 result = resp.json()
+                addr = result.get('address', {})
+
                 rec.address = result.get('display_name', '')
+
                 rec.place_name = (
                     result.get('name')
-                    or result.get('address', {}).get('amenity')
-                    or result.get('address', {}).get('shop')
-                    or result.get('address', {}).get('building')
+                    or addr.get('amenity')
+                    or addr.get('shop')
+                    or addr.get('building')
+                    or addr.get('office')
+                    or addr.get('tourism')
                     or ''
                 )
+
+                # Category: match OSM types to Google Timeline-style categories
+                osm_type = (
+                    addr.get('amenity')
+                    or addr.get('shop')
+                    or addr.get('tourism')
+                    or addr.get('leisure')
+                    or addr.get('office')
+                    or addr.get('building')
+                    or result.get('type', '')
+                    or result.get('class', '')
+                )
+                rec.category = osm_type.replace('_', ' ').title() if osm_type else rec.category
+
+                # Nominatim rate limit: 1 request per second
+                time.sleep(1)
             except Exception:
                 pass
 
     def action_compute_distances(self):
-        """Compute distances and travel times between sequential location logs for the same date."""
+        """Recompute distances and travel times for all logs grouped by date."""
         dates = self.mapped('date')
         for date in set(dates):
             logs = self.search([('date', '=', date)], order='arrived_at asc')