Market & competitors
Research markets, competitors, pricing and reviews with live data your agent gathers through SandBase.
Explore Market & competitorsGoogle Maps Skills for AI agents
Read Google Maps place reviews and ratings for local market and reputation research with live data your agent gathers through SandBase.
Built for Google Maps · 3
Google Maps Reviews
Analyze customer reviews for local businesses on Google Maps. Covers review extraction, sentiment patterns, rating distribution, common complaints, and competitor review comparison for local business intelligence and reputation management.
Market summary
30 listings → 28 distinct practices or practitioners (2 shared phone numbers) With phone / website / claimed profile: 29 / 14 / 14 With any reviews: 16; median rating 4.9, lowest 2.3 CSV segments: 20 needs-help, 1 reputation-risk, 8 established, 1 other
Local Lead Finder
Finding
Not in the top 73–100 results at any of the three points, although its own description lists emergency services. The listings ranking #2–#4 downtown and north have the primary category “Emergency dental service”; the practice has “Dentist” and no additional categories.
Local SEO Audit
Also works with Google Maps · 4
Local Market Research
Research local markets by combining Google Maps reviews, Xiaohongshu local content, Weibo discussions, and web search. Covers customer sentiment by location, local competition analysis, neighborhood trends, and location-specific brand perception.
Product Review Extractor
Extract and analyze product reviews from e-commerce and review sites. Aggregates ratings, identifies common themes in positive and negative feedback, and surfaces actionable product insights from customer voices across platforms.
Review Aggregator
Aggregate and analyze product and business reviews from Google Maps, Amazon, Akta, and Xiaohongshu. Cross-platform review intelligence including rating patterns, common themes, competitive comparison, and customer satisfaction trends.
Social Proof Research
Research and collect social proof — testimonials, case studies, user reviews, social mentions, and community endorsements across platforms. Useful for marketing teams building trust content, landing pages, and sales collateral from authentic customer voices.
THE FIELD GUIDE
A working guide to Google Maps Skills.
Read Google Maps place reviews and ratings for local market and reputation research with live data your agent gathers through SandBase.
Install the Skill in your agent, connect SandBase and name the places, businesses or areas whose Google Maps reviews you need.
Connect your task to a workflow.
Start with a task, then explore the possibilities.
Social media
Create visual stories, short videos and imagery around an idea your audience can connect with.
Explore Social mediaFIND YOUR FIT
Choose your Google Maps workflow.
Compare the inputs and deliverables before you begin.
| What you have | What to look for | Next step |
|---|---|---|
| A clear brief | Install the Skill in your agent, connect SandBase and name the places, businesses or areas whose Google Maps reviews you need. | Browse this collection |
| A connected agent | Install the Skill with its NPX command and connect your agent to SandBase. API calls are billed to your SandBase organization. | Read the Skills guide |
| A different output | Research markets, competitors, pricing and reviews with live data your agent gathers through SandBase. | Market & competitors |
PUT IT TO WORK
From install to a sourced answer.
Install the Skill
Copy the NPX command from the Skill page and run it in SandBase Agent, Codex, Claude or Cursor.
Connect SandBase
Connect your agent to SandBase so the Skill can call its data APIs.
Ask and check
Describe what you need, then check the sources in the output before you use it.
FAQ
Google Maps Skills: common questions.
A few things to know before you start.
What is an API Skill?
A set of instructions your agent follows to call SandBase data APIs, such as search, social or business data, and turn the results into a sourced answer.
What account do I need, and who pays for the calls?
You need a SandBase account connected to your agent. SandBase API calls are billed to your SandBase organization.
Which agents are supported?
SandBase Agent, Codex, Claude and Cursor. Each Skill page lists its supported agents and the install command.