How AI Engines See Your Business
You are either cited or you are absent. There is no page two in an AI response.
Over 40% of informational queries now pass through AI answer engines. If ChatGPT, Gemini, Perplexity, and Claude do not recognize your business, you are invisible to a growing majority of potential customers.
Why AI Visibility Matters Now
AI engines deliver complete answers without requiring users to click through. The decision about which businesses to recommend happens inside the AI's synthesis process, not on your landing page.
Zero-Click Decisions
Users make decisions based on the AI's summary without visiting your site. If the AI does not mention you, you have lost the opportunity at the most upstream point in the funnel. There is no recovering from not being in the answer.
Conversational Discovery
Users ask AI engines the same questions they would ask a trusted advisor. "I need a plumber who handles tankless water heater installation in North Dallas, good reviews, not too expensive." AI engines parse and synthesize from multiple sources.
Compounding Advantage
AI engines develop source preferences based on citation history. Businesses that become trusted sources now will be harder to displace later. Every month without an AI visibility strategy widens the gap against competitors who have one.
How We Measure AI Visibility
RevHome.ai does not estimate visibility through proxies. We measure it directly by probing each AI engine with entity-specific prompts and analyzing responses.
ChatGPT (OpenAI)
Largest consumer AI engine by active users. Prioritizes entities with strong web presence and clear structured data. Responses are conversational with comparative assessments.
MonitoredGoogle Gemini
Direct access to Google's search index, Knowledge Graph, and Business Profile data. Critical for local business visibility. Authority evaluation tracks Google's E-E-A-T framework closely.
MonitoredPerplexity AI
Search-first AI engine with citation-rich answers and explicit source links. Citation visibility is directly measurable. Favors authoritative, well-structured content with clear factual claims.
MonitoredClaude (Anthropic)
Evaluates source quality rigorously. Less likely to cite without strong authority signals. Strong Claude performance indicates robust E-E-A-T signals and high content quality.
Monitored100 Probes Across 4 LLMs
Each assessment generates 100 entity-specific prompts submitted to all four engines, producing 400 individual responses analyzed for recognition, accuracy, and citation.
K1-K2: Recognition & Accuracy
Does the AI recognize your business by name? When it describes your services, are the details accurate? These foundational probes determine whether the AI knows you exist and understands what you do.
K3-K4: Position & Geography
Where do you rank in AI-generated "best of" lists? Does the AI correctly associate your business with its operating locations? Competitive positioning and geographic accuracy are critical for local businesses.
K5-K7: Authority & Depth
Does the AI present you as authoritative? Will it actively recommend you? How complete is its knowledge of your operations? These probes measure trust, endorsement, and information depth.
All probe results carry data tier labels per RevFlow OS integrity standards: LIVE (real-time probe data), CACHED (prior assessment with timestamp), ESTIMATE (derived metric with formula), or UNAVAILABLE (probe failed, NULL returned). No scores are fabricated from other scores.
AI Visibility Dashboard
AI engine behavior is not static. Models update, training data changes, competitors evolve. Continuous monitoring catches shifts before they impact your pipeline.
Trinity Score Trends
Historical tracking of GEO, AEO, and EVS scores over time. See the impact of optimization efforts as they compound and catch unexpected drops immediately.
K-Score Breakdown by Engine
All seven K-scores per AI engine. Cross-engine comparison reveals engine-specific gaps that require targeted optimization strategies.
Competitor Benchmarking
Side-by-side Trinity Score comparison against up to five competitors. See where you lead, where you trail, and which competitors are gaining AI visibility share.
Real-Time Alerts
Alerts fire when Trinity Score drops by 5+ points, a competitor enters your query space, K-scores breach thresholds, or hallucination patterns are detected about your entity.
Taking Control of Your AI Visibility
AI visibility is not random. It is the result of specific, measurable properties you can optimize. First movers gain compounding advantages.
New to AI Visibility
Start with a baseline assessment. Understand your Trinity Score, identify weakest K-dimensions, and implement highest-impact optimizations first. Most businesses see measurable improvement within 30-60 days.
Get Your BaselineAlready Investing in SEO
Your SEO investment provides a foundation, but it is not sufficient for AI visibility. An assessment reveals the specific gaps between traditional SEO and AI citation performance so you can extend without starting over.
See How It WorksSee How AI Engines Perceive Your Business
100 probes across ChatGPT, Gemini, Perplexity, and Claude. K1-K7 scoring. Prioritized optimization roadmap. Real data, not estimates.