Google Maps Reviews Scraper & AI Sentiment Analyzer

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

1. Scrapes Reviews — Extracts reviewer name, rating, date, full review text, and business owner responses
2. Analyzes Sentiment — Scores each review from -1 (negative) to +1 (positive) using keyword analysis
3. Detects Themes — Identifies what reviewers talk about: pricing, service quality, timeliness, cleanliness, reliability
4. Extracts Keywords — Finds the most common words in positive and negative reviews separately
5. Flags Red Flags — Highlights 1-2 star reviews for immediate attention
6. 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