A pipeline · Read-only insight · Pay per report
Scout a local market before you commit.
Local Market Research is a pipeline, not a single endpoint. Pick an area and a business category and it maps every competitor, measures how saturated the area is, and mines real customer reviews for what locals praise and complain about — then returns a written report. Pure insight: no lists for outreach, no cold contact. Billed per report. No subscription, no seat license.
Your AI agent
Logo
Any agent
Local Market Research
Market research pipeline
What runs under the hood
A pipeline, not an endpoint. Every step is its own paid call.
Each report is assembled from several independent APIs, each billed per call. You pay per report; the pipeline pays each source as it goes, then writes up the result.
01
Map the area
Find every business in your category within the area — names, locations, ratings, price level, and hours — via the Google Maps places endpoint.
02
Measure competition
Plot density and clustering to see how saturated the area is and where the white space sits, using the mapping endpoint for geo context.
03
Mine demand signals
Pull and summarize real customer reviews — what locals consistently praise and complain about — to surface unmet needs, via review data plus the model endpoint.
04
Write the report
Layer in seasonality and write up the landscape: saturation, top performers, review gaps, and openings — fused into one report by the model-access endpoint.
Typical cost
~10 cents per report, scaling with the size of the area
Read-only
Returns insight, not a contact list — no outreach path, by design
Built from
live places
Real, current business and review data for the area — competitors, ratings, price level, and hours — not a stale directory dump.
Cost per report
~10 cents
About ten cents per report, scaling with the area you scope. No subscription, no seat license, no platform minimum.
What you get
1 report
Competitive landscape, saturation, and review-driven demand signals in one written report — not a raw data dump to sift through.
Who it's for
For anyone betting on a place before they sign the lease.
One pipeline, many location decisions. You bring the area and the category; it brings the landscape.
For owners opening a location
Know the competition before you sign.
Before committing to a spot, see how many competitors are already there, how they're rated, and what their customers complain about — so you enter on a gap, not into a crowd.
Coffee shops within 2km of this address — how saturated is it?
For franchise & multi-location teams
Compare candidate areas, fast.
Run the same report across several candidate neighborhoods and rank them on saturation, ratings, and unmet demand — instead of flying a team out to eyeball each one.
Compare three neighborhoods for a new gym by competition and reviews
For local investors & commercial real estate
Read an area's business health.
Assess the trade area around a property — what's there, how it's performing, and where demand is underserved — as a sanity check before you back or buy.
What's the restaurant landscape around this retail unit?
For AI agent developers
Market research as one tool call.
Give your agent an area and a category; it maps competitors, mines reviews, and returns a written market report — no human juggling maps, review tools, and a spreadsheet.
Produce a local market report for this category and area
Start in one line
Pick an area. Get the lay of the land.
Name an area and a category, get a market report back. Pay per report, no subscription, no seats. Scout the market before you spend on the lease, the build-out, or the deal.
- Pipeline of pay-per-call APIs
- Area + category → report
- Read-only · no outreach
- Agent-ready
FAQ
The honest answers.
Straight answers about what the report covers — and what it doesn't, yet.
What's actually in the report?
+
The competitive landscape for your area and category: who's there, how many, how they're rated and priced, their hours, how saturated the area is, and the themes locals consistently raise in reviews — the praise and the complaints that point to unmet demand. It's written up as a report, not handed over as raw rows.
Does it include population demographics or foot traffic?
+
Not yet, and we won't fake it. Today the report is built on live business and review data — competition and demand signals — which is the strongest, most current layer available per call. A 'who lives here' demographics/footfall layer is on the roadmap; we'd rather ship the honest version than pad it with stale census numbers.
Is this a lead list for outreach?
+
No — deliberately. This pipeline returns market insight, not a contact list to email or call. If you want to reach businesses, that's a separate, consent-first motion. Keeping this read-only is the point.
What does one report cost?
+
Roughly ten cents, scaling with the size of the area you scope. You pay per report — no subscription, no seat license. Run it on one block or a whole city.
Can my AI agent run it?
+
Yes. It's built for AI agents and pays automatically per step, so an agent can map the area, mine reviews, and return a written report end to end — without a human managing maps and review tools or juggling accounts.