Reviews build the trust
AI recommends you.
Review Signals monitors your review presence, velocity, and sentiment across 15+ platforms — showing you exactly what AI systems see when they decide whether to recommend your business.
Included in every AuthorityStack.ai plan. No extra cost.
AI systems learn from your reviews to decide who to recommend
When someone asks ChatGPT, Claude, or Gemini for a local business recommendation, the AI draws on review data from dozens of platforms. High ratings, consistent velocity, and positive sentiment content are the signals it trusts most. If your review profile is thin, stale, or missing from key platforms — you won't be recommended.
Review Signals gives you full visibility into your review footprint across every platform that matters — so you can identify gaps, spot problems early, and take targeted action before competitors outpace you.
Four steps to full review visibility
No manual platform checking, no spreadsheets. Connect your brand once and Review Signals monitors everything automatically.
Connect your brand
Add your business name and locations. AuthorityStack auto-fills details from your existing brand profile — no re-entering information.
Scan all platforms
Review Signals sweeps 15+ review sites and surfaces your current rating, review count, velocity, and presence status on each one.
Analyse sentiment
AI reads the content of your reviews — not just stars — and identifies the recurring positive and negative themes influencing your reputation.
Track your AI trust score
See how your overall review signals translate into an AI trust score, with a prioritised action list to improve your recommendation rate.
Everything Review Signals tracks
A complete picture of your review health across every platform that shapes AI and local search decisions.
Platform-by-platform ratings
See your average star rating on every monitored platform — Google, Yelp, TripAdvisor, Trustpilot, and more — in a single dashboard view.
Review velocity tracking
Track new reviews per week and month across all platforms. Spot slowdowns before they damage your ranking and AI recommendation rate.
Sentiment analysis
AI scans your review text and surfaces recurring themes — what customers consistently praise, and what they flag as issues. Understand the narrative AI systems absorb about your business.
Platform gap detection
Instantly see which review platforms you're missing from entirely. Prioritised by platform authority and the AI systems that reference them most.
Competitor benchmarking
Compare your review count, average rating, and velocity against up to 5 local competitors. See the exact gap you need to close to outperform them in AI recommendations.
AI trust score contribution
Review Signals feeds directly into your AuthorityStack AI trust score, showing how much your review health contributes to — or detracts from — your overall AI visibility.
15+ review platforms in every scan
From the high-authority platforms AI systems cite most to the niche verticals that dominate in healthcare, legal, and home services.
Tier 1 — highest AI citation frequency
Everything included at $29/mo
Review Signals is part of the AuthorityStack.ai Local SEO Platform. One subscription covers all local tools — Citation Finder, Local Rank Tracker, Search Grid, Schema Wizard, and Review Signals — plus the full AI visibility suite.
- 15+ review platforms monitored
- Review velocity and trend charts
- AI sentiment analysis on review content
- Competitor review benchmarking
- AI trust score contribution breakdown
- Unlimited brands and locations
Pricing
No setup fee · Cancel any time
Frequently asked questions
Know your review signals.
Get recommended by AI.
Join businesses using AuthorityStack.ai to monitor, improve, and own their review presence across every platform AI relies on.