Rank — a confidence score, not a position on a list
AI Already Decides Who Gets Recommended
The question is whether it knows you
People no longer search — they ask AI to decide.
AI LocalRank shows how your business is interpreted by AI, and where it fails to appear.
User Intent (detected)
Local discovery · High purchase likelihood
"Find a great Italian restaurant nearby"
Intent class: Transactional · Local · Immediate
AI Recommendation Set
Bella Notte Trattoria
Rating: 4.8 · Distance: 0.3 mi
Entity confidence: High · Sources: Strong overlap
Luigi's Corner Kitchen
Rating: 4.7 · Distance: 0.5 mi
Entity confidence: Medium · Sources: Partial overlap
The Roman Garden
Rating: 4.6 · Distance: 0.8 mi
Entity confidence: Medium · Sources: Partial overlap
Selection based on entity clarity, corroborated sources, and intent alignment.
Business Coverage Check
Coverage status: Not selected
Your business does not appear in this recommendation set.
Common contributing factors
- ·Incomplete or ambiguous entity signals
- ·Insufficient corroboration across trusted sources
- ·Weak alignment with detected user intent
These signals are measurable, correctable, and directly observable.
AI systems recommend what they can confidently understand and verify.
This report reconstructs that decision logic.
Why You Were Skipped
AI doesn't skip you at random. It follows a chain of logic — and one broken link is all it takes.
The gap between being found and being chosen is a single data conflict.
The Question
"Find a top-rated plumber who does emergency 24/7 leaks."
The Logic Gap
AI finds your business, but sees a 2-year-old Yelp review saying you were closed on a Tuesday.
The Result
AI skips you and recommends a plumber with fewer reviews but "Verified" 24/7 hours.
AI LocalRank identifies these specific 'trust-breakers' so you can fix them.
Sample Report
Your report reveals where information 'leaks' out of AI's trust loop — the specific data conflicts that disqualify your business before it ever gets a chance.
You aren't losing because you're unpopular. You're losing because you're ineligible for the answer.
Bella Vista Trattoria
Austin, TX · Italian Restaurant
Phone conflicts, incomplete schema, and missing directory listings are reducing this restaurant's AI visibility across ChatGPT, Claude, Gemini, Perplexity, and Grok.
Explore all 8 diagnostic modules with real data
What We Analyze
Your report examines every layer AI evaluates before it decides you're eligible for the answer — or not.
Each layer compounds. Missing one weakens the rest.
Recommendation Frequency
How often AI actually recommends your business when it matters — and how often you're silently passed over.
Identity Verification
Whether AI can confirm what your business is — or confuses you with something else entirely.
Service Capability
How well your business matches the real problems people ask AI to solve — not the keywords you optimized for.
Fact-Check Reliability
Whether trusted sources independently confirm your business facts — or leave AI uncertain enough to choose someone else.
Gatekeeper Access
Whether AI systems are even allowed to see your business — or are quietly blocked before they can evaluate you.
Signal Integrity
The structured data AI relies on to verify your facts — without guessing or hallucinating.
AI doesn't need to be wrong to ignore you. It just needs to be unsure.
Pricing
One diagnostic. No subscriptions. No hidden fees.
Pay once to see how AI actually evaluates your business.
AI Eligibility Audit
A complete reconstruction of how AI systems interpret, verify, and
recommend your business — including where it fails to appear, and the signals responsible.
- How AI classifies and understands your business entity
- Where your business is eligible — and where it is disqualified
- Why competing businesses are selected instead
- Which signals AI trusts, ignores, or cannot verify
- What AI responses would change if disqualifiers were resolved
This report doesn't guess or automate changes. It shows what AI systems are missing — and what would correct it.
Before You Run the Diagnostic
Clear answers about the diagnostic, the data behind it, and what you'll receive.
If your question isn't here, reach out — we answer everything.
The diagnostic reconstructs how AI systems currently interpret your business — including how they identify it, verify it, and decide whether to recommend it. It examines eligibility, identity verification, service capability, fact-check reliability, gatekeeper access, and signal integrity used by modern AI assistants.
The analysis is based on real-world behavior across leading AI platforms such as ChatGPT, Google Gemini, Perplexity, Claude and Grok, based on their publicly observable behavior, data dependencies, and recommendation patterns.
No. The report does not apply changes on your behalf. Instead, it provides a clear Power Plan outlining exactly what should be fixed, why it matters, and how each change affects AI recommendations — so you remain fully in control of what changes are applied.
SEO is about making humans click. This is about making AI trust. Search engines give people a list to choose from; AI Assistants choose for the user. If you aren't the chosen one, you don't exist. We audit the 'logic' AI uses to make that choice.
The report reflects how AI systems behave at the time of analysis, based on current data availability and verification signals. Because AI decisions depend on confidence and corroboration, the findings are evidence-based and reproducible — not estimates or generic scores.
You'll receive a complete diagnostic report detailing current AI perception, gaps, and missed opportunities — followed by a prioritized Power Plan showing what would improve eligibility if addressed. You can revisit the report at any time from your dashboard.
Yes. The report focuses on structural signals — entity clarity, verification sources, intent alignment, and access — which remain foundational even as AI models evolve.
Still unsure? View a real sample diagnostic before deciding.