Reputation & Reviews
Your Reviews Are Training Data for AI Engines
Review volume, velocity, and sentiment directly determine whether AI recommends your business.
RevHome.ai gives you the tools to generate, monitor, and optimize reviews at scale so ChatGPT, Gemini, and Perplexity trust your brand enough to recommend it.
The AI Reputation Connection
Why Reviews Matter More Than Ever
AI engines synthesize review data across platforms to form recommendations. Your review profile is one of the most heavily weighted inputs.
Your Entity Visibility Score (EVS) is directly influenced by review volume, velocity, recency, and sentiment. A business with 47 reviews at 4.2 stars will be recommended less often than a competitor with 312 reviews at 4.6 — even with better website content.
Velocity Engine
The Review Velocity Index
Not just count — the rate of new reviews relative to competitors and the decay curve of older ones.
R30/R90 Acceleration
Measures whether your review pace is accelerating or fading. AI engines are sensitive to recency patterns — a quiet period tanks your authority.
Sentiment Multiplier
50 reviews/month is counterproductive if 20% are negative. Quality-adjusted velocity ensures volume does not mask problems.
Platform Coverage
400 Google reviews with zero Yelp or Facebook creates a gap AI engines detect when cross-referencing sources.
Recency Decay
Time-weighted adjustment that rewards the most recent reviews more heavily, mirroring how AI training data is processed.
RVI is calculated automatically and compared against your top five competitors weekly. You see your velocity trend, competitor movements, and specific recommendations for which platforms need attention.
Multi-Platform
Platform Coverage Across Every Source AI Engines Use
AI engines aggregate reviews from every publicly accessible source. Your strategy must span all of them.
Google Business Profile
Primary source for Gemini and local AI recommendations. We track count, rating, keyword frequency, response rate, and recency. Integrates with Local GBP.
Yelp
Disproportionate weight for home services and restaurants. We monitor recommended vs. filtered review ratios and identify filter-trigger patterns.
Recommend/not-recommend sentiment feeds AI models. We track recommendation ratio, response engagement, and social authority signals.
Industry Platforms
Healthgrades, Avvo, Houzz, Angi, BBB, Clutch, G2 — vertical platforms carry specialized authority. Coverage is tailored to your industry.
Deep Analysis
Sentiment Analysis Beyond Star Ratings
AI engines parse actual review text to extract sentiment, topics, and entity associations. Star ratings are a blunt instrument.
Topic Extraction
Service quality, communication, value perception, experience quality, and recommendation intent — each tracked independently across all platforms.
Early Warning System
Negative sentiment clusters detected before they become entrenched in AI training data. Alerts fire with specific topics and mitigation actions.
EVS Correlation
See how sentiment changes correlate with EVS authority score movements. Closed-loop visibility unique to RevHome.ai.
Response Strategy
Turn Reviews Into Authority Signals
AI engines parse owner responses for expertise, professionalism, and resolution quality. A missing response to a negative review is worse than the review itself.
Score Impact
Reputation Feeds Directly Into RevScore IQ
Your review data influences multiple scoring dimensions — not just authority.
Volume Adequacy
Are you above the competitive threshold? We calculate the minimum count needed for AI recommendations in your category and geography.
Velocity Trend
30-day and 90-day momentum compared to competitors. Positive velocity signals active engagement to AI engines.
Sentiment Quality
Topic-level sentiment, emotional tone, and recommendation intent. Identifies what customers value and where negative feedback creates drag.
Platform Coverage
Robust Google profile with zero industry presence creates a gap. We ensure solicitation covers each platform proportionally.
Real-Time Alerts
24/7 Reputation Monitoring
Not a daily digest. Real-time notification across every platform in your coverage map.
New Review Alerts
Notified within minutes. Includes full text, sentiment classification, and draft response ready for approval.
Sentiment Spike
Negative rate exceeds baseline? Escalation alert fires with specific topics and recommended mitigation.
Competitor Movement
Competitor velocity suddenly accelerates? You know immediately and can launch a counter-strategy.
Velocity Decline
Drops below target for 7+ days? Warning fires with specific actions to re-accelerate before momentum fades.
Take Control of Your AI Reputation
See how AI engines perceive your brand and get a roadmap to improve review velocity, sentiment, and platform coverage.