AI Citation Readiness Screen
See whether your content gives AI enough evidence to cite you, or enough uncertainty to skip you.
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Use the result to decide which constraint should be verified first.
When to use this tool
Use this tool when AI systems mention competitors but omit the company, describe the company inconsistently, or cite weak and outdated sources.
The score helps identify whether the likely constraint is entity clarity, claim support, source coverage, or citation risk.
Related What We Fix page
Fix AI Visibility Loss
Use this page to diagnose why AI systems may not identify, trust, or cite the company.
Related capabilities
AI Search Optimization
Review entity clarity, evidence, source coverage, and citation safety.
Reputation Management
Review the outside sources and public signals that support or contradict company claims.
Educational guide
Attribution Safety
Learn why unsupported, vague, or risky claims are harder for AI systems to quote.
How to use the result
The score is a screening result, not proof of the cause.
Confirm it against generated answers, cited sources, company facts, technical access, and the evidence behind material claims.
Take the result to the person who owns the relevant business decision.
Agree what evidence will confirm the problem, what change will be made, who owns it, and when the result will be reviewed.
Discuss the result
Contact BiViSee to compare the tool result with campaign, website, CRM, sales, and revenue evidence.