B — Some risk signals Graded October 16, 2026Minor concerns worth a quick check.Based on public adoption and transparency signals as of October 16, 2026. Our opinion, not a code audit or security guarantee.
AI agent skill · Developer tools, Data & databases
google-maps-scraper
scrape data from Google Maps. Extracts data such as the name, address, phone number, website URL, rating, reviews number, latitude and longitude, reviews,email and more for each place
Bottom line: Signal-based grade (4/7 points): very widely starred on GitHub, public source code. This reflects adoption and transparency, not a code review.
- Popularity score
- 43/100
- Rank
- #242 of 500
- GitHub stars
- 6.5k
What it does
Extracts structured data from Google Maps listings including business names, addresses, phone numbers, websites, ratings, review counts, coordinates, and customer reviews. Automates the collection of location intelligence data that would otherwise require manual research or API access.
Who it’s for
Business intelligence teams, real estate professionals, competitive researchers, and market analysts who need to gather location data at scale. Builders creating AI agents that require enriched business directory information.
Copy-paste setup
Check these steps against the project’s own instructions before running anything.
Verify against the repo README at https://github.com/gosom/google-maps-scraper (opens external site) for current installation. Likely involves cloning the repository and running via CLI or importing as a module, but exact setup (Docker, npm, binary) should be confirmed directly from documentation.
Risks
- Terms of Service violation: Google Maps scraping may violate Google's ToS; users bear legal/account risk
- IP blocking and detection: Google actively detects and blocks scraping; repeated requests risk account suspension or IP bans
- Data privacy exposure: Collecting personal phone numbers, emails, and review data may implicate GDPR, CCPA, and other privacy laws
- Prompt injection via reviews: Malicious user reviews could contain injection payloads if extracted data is fed directly into LLM prompts without sanitization
- Supply chain trust: Go-based tool with 6.5k stars but zero npm activity suggests primarily CLI use; verify maintenance status and contributor vetting
How to stay secure
Least-privilege permissions
- Restrict data export: Only allow the skill to export specific fields you legally need (e.g., business name and address)—disable collection of personal emails and phone numbers unless absolutely required
- Read-only API access: Configure the skill with read-only permissions so it cannot modify, delete, or store data beyond your immediate use case
- User role limits: Assign this skill only to trusted team members; prevent general staff from triggering scraping jobs without approval
- API quota caps: Set strict rate limits (e.g., maximum 100 requests per day) to prevent accidental or malicious overuse
Network isolation
- Use a dedicated proxy or VPN: Route all Google Maps requests through a separate IP address pool to reduce the risk of your main business IP being banned
- Separate execution environment: Run the scraper on an isolated server or container—never on shared infrastructure—so detection/blocking doesn't disrupt other services
- Outbound firewall rules: Block the scraper from accessing other internal systems; it should only communicate with Google Maps and your data storage
- No direct LLM integration: Do not feed scraped reviews directly into AI prompts; first sanitize and store data in a controlled database
Monitoring
- Track request patterns: Log every scraping job (when it ran, how many results, success/failure rates) to spot sudden spikes that indicate detection
- Alert on IP blocks: Set up automatic notifications if Google starts returning error codes like 429 (rate limit) or 403 (forbidden)
- Review data quality drops: Monitor whether results suddenly become incomplete or missing—a sign your access is being restricted
- Audit data usage: Regularly check what data is actually being collected and used; disable any fields you're not actively using
Red flags to watch for
- Repeated 429 or 403 errors: Google is detecting and throttling your requests; immediately pause scraping to avoid IP ban
- Missing or outdated tool updates: If the open-source tool has no recent commits or active maintainers, stop using it (security vulnerabilities won't be fixed)
- Legal complaints or GDPR/CCPA notices: Any privacy complaint means you're collecting personal data illegally; halt the skill and consult legal counsel
- Unexplained slowdowns or connection timeouts: May indicate Google has silently blacklisted your IP; investigate before continuing
Alternatives
- Google Maps API (official): Legitimate, rate-limited access to Places, Reviews, and Search endpoints; requires API key and paid tier
- SerpAPI or Bright Data: Third-party scraping services that handle legal/infrastructure burden; more expensive but reduced compliance risk
- Yelp API or similar vertical APIs: Alternative data sources with explicit commercial terms for business listings
- Local business databases: Paid aggregators (Dun & Bradstreet, ZoomInfo) offer cleaner, legally sourced datasets