Location and POI datasets are ready-to-license, geocoded points-of-interest data — stores, restaurants, businesses and competitor locations — with names, categories, coordinates and ratings, compiled from public sources. iWeb Data Scraping delivers them map-ready, so location-analytics, expansion and mapping teams can work with structured POI data without building collection and geocoding themselves.
Location intelligence starts with clean POI data — where businesses, competitors and amenities actually are. Our location datasets provide that geocoded and categorized, ready to map or analyze.
License a snapshot or subscribe for refreshed data with change tracking (new and closed locations). For competitor footprint and coverage analysis, see location intelligence.
One vertical, every platform that matters in it — matched into a single feed your team actually uses.
Real sample structure from this feed. Your free 48-hour sample comes in your category, in this shape — CSV, JSON or straight to your warehouse.
| poi_id | name | category | city | lat | lng | rating |
|---|---|---|---|---|---|---|
| P77 | Metro Cash & Carry | wholesale | Mumbai | 19.11 | 72.86 | 4.2 |
| P78 | Apollo Pharmacy | pharmacy | Delhi | 28.63 | 77.22 | 4.4 |
| P79 | Cafe Coffee Day | cafe | Bengaluru | 12.97 | 77.59 | 4.0 |
| P80 | HDFC Bank ATM | atm | Pune | 18.52 | 73.85 | - |
[
{
"poi_id": "P77",
"name": "Metro Cash & Carry",
"category": "wholesale",
"city": "Mumbai",
"lat": "19.11",
"lng": "72.86",
"rating": "4.2"
},
{
"poi_id": "P78",
"name": "Apollo Pharmacy",
"category": "pharmacy",
"city": "Delhi",
"lat": "28.63",
"lng": "77.22",
"rating": "4.4"
},
{
"poi_id": "P79",
"name": "Cafe Coffee Day",
"category": "cafe",
"city": "Bengaluru",
"lat": "12.97",
"lng": "77.59",
"rating": "4.0"
},
{
"poi_id": "P80",
"name": "HDFC Bank ATM",
"category": "atm",
"city": "Pune",
"lat": "18.52",
"lng": "73.85",
"rating": "-"
}
]
Competitor and amenity POIs mapped for site-selection analysis.
Geocoded, categorized POI data ready for GIS and mapping tools.
Business density and category distribution by area.
POI names, category/type, latitude and longitude, city and area, address, ratings and review counts, hours, chain/brand, public phone, open/closed status, amenities and timestamps — geocoded and ready to map.
From public sources — business listings, map data, store locators and platform data — compiled, geocoded and categorized. We collect only publicly available information, PII-free.
Yes — with coordinates and in formats including GeoJSON on request, so it drops into GIS, mapping and location-analytics tools directly.
Yes — subscriptions include change tracking, flagging new and closed locations over time, which is valuable for competitor footprint and expansion analysis.