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⇱ 🧠 Google Maps AI Review Analyzer – Sentiment & Insights Β· Apify


πŸ‘ 🧠 Google Maps AI Review Analyzer – Sentiment & Insights avatar

🧠 Google Maps AI Review Analyzer – Sentiment & Insights

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from $5.00 / 1,000 results

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🧠 Google Maps AI Review Analyzer – Sentiment & Insights

βœ… Scrape Google Maps reviews and get sector-specific AI insights - sentiment, key strengths, top complaints tailored to restaurants, clinics, hotels and more. No manual reading required. 🟒Powered by a 3-level AI pipeline.🟒

Pricing

from $5.00 / 1,000 results

Rating

0.0

(0)

Developer

πŸ‘ Archit Jain

Archit Jain

Maintained by Community

Actor stats

0

Bookmarked

6

Total users

0

Monthly active users

3 months ago

Last modified

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Stop reading reviews one by one. Paste any Google Maps URL and get a complete AI-powered breakdown β€” sentiment, key strengths, top complaints, and insights specific to the business type β€” in minutes.

Works for restaurants, clinics, hotels, gyms, salons, and any business on Google Maps.

What you get

FieldDescription
overallSentimentPositive / negative / mixed with score
keyStrengthsWhat customers consistently praise
commonComplaintsRecurring issues worth fixing
parameterInsightsSector-specific analysis (e.g. food quality, wait time, bedside manner)
representativeQuotesBest quotes that capture the mood
averageRatingComputed across all analyzed reviews

Why sector-specific matters

Generic sentiment tools treat a dental clinic the same as a pizza place. This actor detects the business type and adjusts what it looks for:

  • Restaurant β†’ food quality, atmosphere, service speed, value
  • Clinic / Hospital β†’ wait time, staff manner, cleanliness, outcome
  • Hotel β†’ room quality, check-in, location, breakfast
  • Gym / Salon β†’ equipment, staff expertise, pricing, booking

Input

FieldTypeRequiredDefaultDescription
startUrlsarrayYes*β€”Google Maps place URLs
placeIdsarrayYes*β€”Google Maps place IDs (e.g. ChIJ...)
maxReviewsintegerNo100Reviews to analyze per place (1–1000)
languagestringNoenOutput language
openRouterApiKeystringNoβ€”Your OpenRouter key (optional)

*Provide startUrls or placeIds β€” at least one required.

Example

Input:

{
"startUrls":[{"url":"https://www.google.com/maps/place/Chaayos+Cafe"}],
"maxReviews":50
}

Output:

{
"placeTitle":"Chaayos Cafe",
"categoryName":"Cafe",
"summary":{
"overallSentiment":"positive",
"averageRating":4.3,
"keyStrengths":["Chai variety","Cozy atmosphere","Friendly staff"],
"commonComplaints":["Long wait times","Overpriced snacks"],
"parameterInsights":{
"food_quality":"Highly rated, especially the chai",
"service":"Staff praised but understaffed during peak hours",
"atmosphere":"Consistently described as warm and cozy",
"value":"Mixed β€” regulars accept pricing, first-timers find it steep"
}
},
"reviewsAnalyzed":50
}

Use cases

  • Reputation management β€” Understand exactly what customers love and hate about your business
  • Competitor research β€” Run it on competitor locations to find their weak spots
  • Market research β€” Analyze 10+ locations in a category to spot industry-wide patterns
  • Agency reporting β€” Deliver structured AI insights to clients instead of raw review dumps

Tips

  • Start with maxReviews: 30–50 for a quick test run
  • Pass multiple URLs in one run β€” you only pay the actor start cost once
  • Use language to get summaries in your client's language
  • Set a spending limit in Apify Console before large runs

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