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Transform Google Reviews into Actionable Sentiment Reports
Instantly audit any business—from local cafes to global brands—with RAG-driven AI that measures reviews against industry SOPs to deliver precise recovery plans.
Search to generate your free Sentiment Report with Expert AI Consultation
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Not sure where to start?
Run a sample Sentiment Report on these top-rated locations.
What You Can Do with LocationReviewX
Uncover Operational Gaps with Sentiment Reports
Move beyond static star ratings. Our AI identifies specific emotional themes and recurring trends that pinpoint exactly where your service or hygiene standards are failing
Rank with Bayesian Trust Scoring
Eliminate review bias. Our Bayesian algorithm filters out the noise to identify businesses that are truly top-performing, not just those with the most reviews
Deploy Expert Recovery Plans
Stop guessing and start improving. Get instant, AI-generated recovery plans that align customer feedback with industry-standard SOPs for rapid growth
Try Our Xpert Tools
Grow your business and travel smarter with ReviewXpert’s trusted rankings, TravelXpert’s deal-optimized bookings, and MapNews’s visual trend mapping.
Know the Place Before You Go
Find Truly Top-Rated Hotels, Hospitals & Restaurants
Our Mission
To help people and businesses make better decisions using real customer voices, powered by responsible AI
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Ingest: Hundreds of the most relevant Google Reviews
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Analyze: SOP-driven Sentiment & Experience insights.
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Optimize: Actionable Operational Improvements.
Review Insights, Research & Analysis
Explore 40+ expert-written articles that interpret reviews, trends, and market signals across locations, products, and services.
Not sure where to start?
Share a place, brand, or question — we’ll generate AI-powered insights for you.
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