Local business listings, structured for any area
The Local Business Listings dataset turns any category and location into a structured table of business names, addresses, phones, websites, ratings, and hours. ClickSet sources listings from public web data and refreshes them on the schedule you set.
Why work with Local Business Listings?
Territory in a table
Map every business in a category and area into rows you can filter, route, and prospect against.
Clean, deduped records
Multi-source fusion reconciles duplicate listings so each business appears once with complete contact details.
Catches openings and closings
Change detection and scheduled refreshes surface new listings and status changes as they happen.
Powering Local Business Listings
AI-powered web gathering
Describe a column or dataset and ClickSet backfills it from public web sources, with no scraper scripts to maintain.
Multi-source fusion
Combine multiple sources into one clean record with automated deduplication.
Scheduled refresh
Hourly, daily, or weekly re-runs that keep data current.
Change detection
Monitor sources and log diffs into versioned tables.
API access
Every dataset is a live REST endpoint with per-key spend caps.
Who uses this?
You might also work with
Frequently asked questions
Where do the listings come from? +
Public business directories, maps, and company websites, gathered in research mode with a source on each row.
Can I scope it to one city or radius? +
Yes. Describe the category and location and ClickSet builds the table around that area.
How fresh are ratings and hours? +
As fresh as your schedule. Set a refresh cadence and ClickSet re-sources ratings, hours, and status each run.
Further reading
See how ClickSet handles your data workload
Describe the dataset you need, enrich it with hundreds of LLMs, and query the result through one API. Start on the free plan.