Find local businesses on Google Maps with your AI agent
Ask your agent for businesses near a place with few reviews, no website or an unclaimed profile. A real Google Maps run for a local SEO agency.
Which Austin dentists have no website?
At a glance
| Job | A local prospect list for an agency |
|---|---|
| Tool | maps_search_businesses |
| Credits | 7 for 25 rows in this run |
| Fields | Rating, reviews, website, claimed, status, category |
| Run on | Dentists within 10 km of Austin, 27 October 2026 |
The prompt
We asked our own agent, Claude Code connected to Manifold, on 27 October 2026:
I run a local SEO agency. Find dentists within 10 km of downtown Austin with 20 Google reviews
or fewer, and tell me which ones have no website or an unclaimed Maps profile.The call
| Step | Tool | Input | Credits |
|---|---|---|---|
| 1 | maps_search_businesses | Dentists, 10 km around downtown Austin, at most 20 reviews, 25 rows | 7 |
Google Maps businesses in a radius around a point, filtered by category and review count. Each row has the business's rating, reviews, website, whether the owner has claimed the profile and whether it is open. It costs 4 credits plus 12 for each 100 rows.
What came back
127 dentists matched, and 25 came back. We leave out the practices named after a dentist and every phone number. Across the 25:
| Measure | Practices |
|---|---|
| No website on the profile | 8 |
| Unclaimed profile | 14 |
| Marked closed forever | 5 |
| Website is a group, hospital or directory page, not their own | 8 |
Some of the practices that trade under a business name:
| Practice | Rating | Reviews | Website | Claimed | Status |
|---|---|---|---|---|---|
| Lake Austin Family Dental | 3.9 | 16 | None | No | Open |
| Quality Dental Care | 5.0 | 2 | None | Yes | Open |
| Western Trails Dental | 4.0 | 2 | Own site | No | Closed |
What the agent concluded
- Five of the leads are dead. Profiles marked closed forever stay on Maps, and 3 of the 8 profiles without a website are among them. Drop them before anyone writes.
- A missing website is not always a missing website. 8 practices link to a dental group's page or a directory listing instead of their own site. To an agency, that is a different pitch: a site of their own, not a first one.
- The best lead is open, unclaimed and has no site. Lake Austin Family Dental is all three, with 16 reviews at 3.9 stars: a profile to claim, reviews to answer and a site to build.
- Review counts this low are a filter, not a verdict. A practice with 2 reviews may be new, or may be a second listing for a dentist who works at a bigger practice.
Run it on yours
Find {category} within {distance} of {place} with {a filter: few reviews, low rating, no
website, unclaimed}, and drop the ones marked closed.To see who ranks on Maps for a search instead, call maps_search_places. For one business in full, with its hours and reviews, call maps_get_place.
