Research medium to set up

Generate Market Research Reports from Google Maps Reviews

Scrapes Google Maps reviews for a target area, analyzes sentiment and competition via Gemini.

Verified 2026-07-07

Founder-ExecMarketerData-Analyst

What it does

Get actionable market research reports by having this agent scrape Google Maps reviews to analyze sentiment and competition. It then uses AI to identify competitors and market gaps before emailing you the compiled insights.

How it works

When it runs: Run manually · Manual · on demand or Scheduled
How hands-off: Assists you, you do the final step
Setup: An afternoon · about an afternoon
Works with: SerpAPI, HTTP Request, AI Agent, Google Gemini Chat Model, Gmail

Tools that fit

api

SerpAPI : Google Maps data extraction

Services

HTTP Request : Fetching business data from SerpAPI

Gmail : Delivering final reports to inbox

LLM

AI Agent : Orchestrating the analysis workflow

Google Gemini Chat Model : Analyzing reviews and generating insights

Watch out for

SerpAPI free tiers have strict request limits so you must implement error handling to avoid billing overages or service interruption.
Gemini can hallucinate specific review details if not constrained by strict system prompts so always verify key facts against the raw JSON input.
Gmail API scopes may reject access if they are not explicitly granted during the initial OAuth setup so double-check your credential permissions.
Large volumes of reviews might exceed the context window limit for Gemini so you should chunk the data or summarize iteratively to prevent token errors.

Seen in the wild

n8n: Generate Market Research Reports from Google Maps Reviews with Gemini AI template

Want this running in your business?

This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.

Get in touch

Who it's for

Built for founders and execs who need research handled without hiring for it.

Marketers can point this at their own content pipeline with no changes to the pattern.

Analysts get a ready-made pattern for turning raw numbers into a report someone will actually read.

Frequently asked questions

Who is this for?

founders and execs and marketers and data analysts, or anyone doing research work who wants this handled automatically rather than manually.

How long does it take to set up?

An afternoon: plan for about an afternoon to get it running end to end.

Related use cases

← Back to directory