Setup & Installation
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
What This Skill Does
Extracts structured review data from Google Maps using BrowserAct's API template. Accepts search keywords, language, and country as inputs, and returns reviewer names, star ratings, review text, dates, and like counts.
Bypasses CAPTCHA challenges and regional IP restrictions that typically block direct scraping, returning clean structured data without manual parsing.
When to use it
- Pulling reviews for a coffee shop before a business trip
- Tracking customer feedback for a restaurant chain across multiple cities
- Comparing competitor clinic ratings by region
- Gathering testimonials for a newly opened retail location
- Researching top-rated attractions in a specific city
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: get Google Maps reviews for dental clinics in New York
- 1Set KeyWords to 'dental clinic', language to 'en', country to 'us'
- 2Run the BrowserAct API script with those parameters
- 3Monitor terminal output for status logs until the task completes
- 4Parse and return the structured review results
List of reviews with author names, star ratings, review text, post dates, and like counts for dental clinics matching the search
Requirements
Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.