Pricing

$0.35 / insight report generated

Try for free

Go to Apify Store

AI Review Insight - Google Reviews To Action Plan

Try for free

Pricing

$0.35 / insight report generated

Rating

0.0

(0)

Developer

ming zou

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

What it does

Finds one Google Maps business from a plain search query
Scrapes its recent reviews
Uses an LLM to identify recurring positive and negative themes
Returns a structured action plan with quick wins, structural fixes, and representative customer quotes

Input

Field	Type	Description
`searchQuery`	string	Business name plus city or area
`maxReviews`	integer	Number of recent reviews to analyze
`language`	string	Language code for review scraping
`outputLanguage`	string	Language for the generated report
`businessGoal`	string	Optional focus for the analysis

Output

One report per run:

{
  "businessName": "Example Cafe",
  "searchQuery": "Example Cafe Brooklyn",
  "reviewCount": 100,
  "averageRating": 4.2,
  "positiveThemes": [],
  "negativeThemes": [],
  "quickWins": [],
  "structuralFixes": [],
  "customerQuotes": [],
  "generatedAt": "2026-09-17T00:00:00Z"
}

App Store Reviews + AI Intelligence · Dev Emails

memo23/app-store-scraper

Apple App Store all-in-one — app details, reviews, ranked search (ASO), similar apps, developer portfolios & emails, multi-country — plus AI review intelligence: deterministic reviewInsights ($0.02) and AI pain-point analysis with themes, missing features & quick wins ($0.05/app).

Muhamed Didovic

5.0

(1)

Stech Clarity Driven Feedback Transformer (SCDFT)

stech_ai/stech-clarity-driven-feedback-transformer-scdft

SPAI turns harsh feedback into total clarity: clear, manager-ready reports. Each item refined one-by-one. Upload CSV/JSON, pick tone per item, export instantly. Stateless, private. Micro Honesty embedded. No data stored. For HR, CS, product, and public service.

Stech AI

5.0

(1)

Design Rush Outreach Bot (Scraper + Automatic Message Sender)

techforce.global/design-rush--outreach-bot

Automates personalized outreach for design projects, enabling faster and smarter client connections. From prospect research to tailored messaging and response tracking, it streamlines your entire outreach workflow. Built to save time, improve engagement, and boost conversion rates effortlessly.

Techforce Global

Chrome Extension Reviews AI Strategy Analyzer

puppetmaster/chrome-extension-reviews-ai-strategy-analyzer

Scrape reviews from any Chrome extension and turn unstructured feedback into actionable recommendations, customer personas, and competitor intelligence — powered by advanced AI.

techmystique

Wayfair Scraper — Products, Prices & AI Reviews API

sian.agency/wayfair-data-scraper

Scrape Wayfair into clean JSON: keyword and brand product search, full product details with prices and specs, and paginated customer reviews with an AI-generated summary and aspect sentiments. 3 operations, one dataset. For price monitoring, catalog mapping and review intelligence.

SIÁN OÜ

TopDevelopers Scraper - IT Agency Leads with Real Emails

techforce.global/it-agency-lead-finder-enricher-topdevelopers-co

Search in plain English and get real IT agency profiles from TopDevelopers.co with emails pulled from each agency's own website, full client reviews, and the budget ranges and project types they actually handle, so you know if they're a fit before you reach out.

Techforce Global

5.0

(4)

Booking Scraper — Rate Intelligence, Comp-Set & Price Drops

ryanclinton/booking-scraper

Booking.com rate-intelligence engine. Returns a ranked value queue — which hotels are underpriced vs comparable properties, whose rates dropped, where demand is softening — with Saved Rate Memory, comp-set position, and watchlist deltas. Drop-in replacement for voyager/booking-scraper.

Ryan Clinton

Ahrefs Scraper

radeance/ahrefs-scraper

Extract key SEO data from Ahrefs including keyword rankings, backlink profiles, organic traffic, competitor analysis & domain authority. Supports bulk domain analysis across 180+ countries. Download as CSV, JSON, Excel, XML & more formats.

Radeance

1.8K

3.0

(11)

Google Flights Scraper - Fares, Routes & Price Tracking

scrapesage/google-flights-scraper

Scrape Google Flights for live fares, airlines, layovers, durations, baggage and CO2 emissions on any route. One-way & round-trip, all cabins, multi-passenger. Track prices and pull only new flights or price drops. No browser, no API key. Independent tool, not affiliated with Google.

Scrape Sage

Yelp Reviews API and MCP

johnvc/Yelp-Reviews-API

Scrape Yelp reviews from a business URL or place ID - rating, full review text, date, reviewer name and stats, photos, owner replies, and helpful votes. Sort by date or rating, filter by stars, search within reviews, and paginate.

John

4.2

(5)

WAUG Reviews Scraper

knagymate/waug-reviews-scraper

Scraper to get reviews from WAUG tours, attractions, activities, and travel experiences. Extract review text, ratings, reviewer details, images, likes, merchant replies, and review dates using WAUG activity or review URLs. Download data in JSON, HTML, Excel, CSV, or XML.