HOHOLALA GUIDE
How to Find AI Citation Gaps
Learn how to identify missing evidence and third-party sources that can weaken an expert brand’s discoverability.
What is a citation gap?
For visibility analysis, a citation gap is an important claim or area of expertise that lacks strong, accessible supporting evidence. It does not mean every sentence needs a formal academic citation.
Start with claims
Write down the claims a prospective buyer should be able to verify: specialization, experience, methods, notable work, publications, credentials and outcomes that can be responsibly disclosed.
Map evidence
For each claim, identify first-party evidence and independent evidence. First-party sources can establish what you say about yourself; credible third-party sources can add corroboration and context.
Prioritize gaps
Focus on commercially important claims with weak or inaccessible evidence. The remedy may be clearer first-party documentation, an authoritative profile update, a useful original publication, or legitimate third-party coverage earned through real work—not manufactured citations.