Google Maps Reviews Scraper & AI Sentiment Analyzer
Pricing
from $3.00 / 1,000 results
Google Maps Reviews Scraper & AI Sentiment Analyzer
Scrape Google Maps reviews for any business or search query. Extracts individual reviews with ratings, dates, and text. Analyzes sentiment, identifies common themes, flags negative patterns, and generates actionable insights. Perfect for reputation monitoring, competitor analysis, and local SEO.
Pricing
from $3.00 / 1,000 results
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3 months ago
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Scrape and analyze Google Maps reviews for any business or search query. Get individual reviews with ratings, dates, and full text, plus AI-powered sentiment analysis, theme detection, and actionable insights.
What It Does
- Scrapes Reviews — Extracts reviewer name, rating, date, full review text, and business owner responses
- Analyzes Sentiment — Scores each review from -1 (negative) to +1 (positive) using keyword analysis
- Detects Themes — Identifies what reviewers talk about: pricing, service quality, timeliness, cleanliness, reliability
- Extracts Keywords — Finds the most common words in positive and negative reviews separately
- Flags Red Flags — Highlights 1-2 star reviews for immediate attention
- Rating Distribution — Shows the breakdown of star ratings
Use Cases
- Reputation Monitoring — Track what customers say about your business
- Competitor Analysis — Compare review sentiment across competitors
- Local SEO — Identify themes that drive positive reviews
- Marketing Agencies — Audit client reputation before onboarding
- Lead Generation — Find businesses with poor reviews (they need help!)
Input Options
| Field | Description | Default |
|---|---|---|
| searchQuery | Google Maps search or direct place URL | Required |
| maxBusinesses | How many businesses to analyze | 5 |
| maxReviewsPerBusiness | Reviews to scrape per business | 50 |
| minRating | Only include businesses above this rating | 1 |
| sortBy | Sort reviews: newest, highest, lowest, relevant | newest |
| analyzeSentiment | Run sentiment & theme analysis | true |
Output
Each business includes:
- Basic info (name, rating, review count, address, phone)
- Individual reviews with sentiment scores and themes
- Analysis summary with:
- Average sentiment score
- Positive/negative/neutral review counts
- Rating distribution
- Top themes mentioned
- Most common keywords (overall, positive, negative)
- Red flag samples (worst reviews)
Built By
Strange Advanced Marketing (S.A.M.) — AI-powered marketing for trade contractors.
Also check out our other tools:
- Google Maps Lead Generator — Find leads with email & social enrichment
- Instagram Profile Scraper
- TikTok Profile Scraper
- Business Website Analyzer
