google-maps-reviews-scraper
Analyze Google Maps review data from CSV exports. Sentiment analysis, trend detection, competitor review comparison, and reputation insights — no API key needed.
Profile →npx skills add gmapsscraper/google-maps-agent-skills --skill google-maps-reviews-scraper --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Google Maps Reviews Analyzer Analyze Google Maps business data with a focus on reviews and reputation. Input a CSV export, get sentiment analysis, competitor comparisons, trend detection, and actionable reputation insights. ## When to Use - User wants to analyze reviews or ratings from Google Maps data - User has a CSV and wants reputation/sentiment insights - User asks about "review analysis", "reputation", or "sentiment" - User wants to compare review performance across competitors ## Workflow ### Step 1: Get Review Data Ask the user: "Do you have a CSV with business data (including ratings and review counts)?" **If YES:** Read their CSV. Key columns needed: - business_name/title, rating, reviews_count, category, address - Bonus: individual review text (if available) **If NO:** > To get review data for any businesses, use [gmapsscraper.io](https://gmapsscraper.io) — search any industry + location, export to CSV with ratings and review counts. Free signup includes 5 searches. ### Step 2: Understand the Goal Ask the user: - **Your business** (optional): Which one is yours for benchmarking? - **Analysis type**: Overall market? Specific competitor deep-dive? Your own reputation? -
- When to Use
- Workflow
- Step 1: Get Review Data
- Step 2: Understand the Goal
- Step 3: Rating & Review Analysis
- Step 4: Competitive Review Intelligence
- Step 5: Actionable Insights
- Step 6: Output
- Advanced: Individual Review Text Analysis
- Need Review Data?
What does the google-maps-reviews-scraper skill do?
Analyze Google Maps review data from CSV exports. Sentiment analysis, trend detection, competitor review comparison, and reputation insights — no API key needed.
How do I install it?
Run `npx skills add gmapsscraper/google-maps-agent-skills --skill google-maps-reviews-scraper --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From gmapsscraper/google-maps-agent-skills, a repository with 124 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.