Be understood before you can be found, trusted or cited.
Test whether search engines, LLMs and AI tools can confidently interpret who you are, what you offer, who it is for and which evidence supports your claims.
- Five search-specific perspectives
- Real page evidence
- Optional target-keyword mode
- Prioritised fixes
The strongest performance claim has no traceable proof
The page says clients achieve "measurable growth," but provides no named outcome, methodology or case evidence that a search or AI system could verify.
Link the claim to a specific, attributable customer outcome and explain how the result was measured.
Visibility begins with confident interpretation.
Traditional SEO tools inspect keywords, links and technical health. PersonaQA tests whether the meaning and evidence on the website actually satisfy the people and systems trying to understand it.
Can the site compete?
Measure rankings, links, crawlability, content coverage and technical opportunity.
Is the brand mentioned?
Track whether models surface a company across prompts and answers.
Does the site deserve confidence?
Test whether intent, expertise, claims and corroborating evidence form a credible answer.
The signals between crawlability and credibility.
Specialist lenses inspect the website as a connected body of evidence, not a set of isolated SEO checks.
Entity clarity
Is it unambiguous who the organisation is, what it does and how its key entities relate?
Intent fulfilment
Does each important page answer the questions implied by the search and customer goal?
Expertise and authority
Are authorship, experience, credentials and first-hand knowledge visible and attributable?
Claims and substantiation
Can important claims be traced to convincing evidence, qualifications and consistent wording?
Machine-readable meaning
Do structure, metadata and schema reinforce the meaning visible to human readers?
Technical accessibility
Can important content be crawled, rendered, navigated and understood without avoidable barriers?
Discover. Interpret. Verify. Prioritise.
PersonaQA combines search intent, AI-readiness, technical and evidence perspectives in one repeatable review.
Discover
Map the pages, entities, claims and questions central to the site.
Interpret
Assess what a human searcher and machine system can reasonably understand.
Verify
Trace claims to evidence and compare meaning across related pages.
Prioritise
Turn the strongest credibility gaps into specific, evidence-backed actions.
Know what you say, and whether the site supports it.
PersonaQA treats claims as structured evidence: the wording, location, qualification, supporting proof, consistency and likely interpretation remain connected.
What is being asserted?
Important commercial, performance, trust, sustainability and expertise statements.
What makes it credible?
Case evidence, attribution, methodology, independent proof and appropriate qualifications.
What will the audience conclude?
The likely meaning taken by a customer or machine when context is prominent, buried or absent.
Fix the gaps that most affect understanding and confidence.
The Snapshot separates high-value credibility work from long technical checklists, showing the evidence and the most proportionate action first.
One assessment across discovery, meaning and trust.
The report brings related specialist findings together without pretending that on-site readiness guarantees a ranking, citation or AI recommendation.
Organic search
Whether important pages align with the questions and intent behind discovery.
- Intent and content fulfilment
- Internal discovery paths
- Priority search gaps
AI readiness
Whether the site gives AI systems clear, consistent and attributable information.
- Entity and service clarity
- Claims and evidence
- Machine-readable support
Technical credibility
Whether crawling, rendering and page signals support the content's meaning.
- Indexability and structure
- Metadata and schema alignment
- Evidence-backed fixes
See whether your website earns confidence.
Run a Search & AI Credibility Snapshot and find what prevents searchers and machines from understanding, trusting and representing you.