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Answered today by a language model from a live web search. Search results change, so a re-run can differ.
Asked of a language model without live browsing — what the model has absorbed about this market, not a search result fetched today.
Being listed on these puts you where an assistant reads before it answers. None of them does the work you do.
Put to a live web search — the pages an assistant reads before answering. Absent from these results it cannot cite you; present, it still might not.
The highest rating comes from Security (63/100), showing strong protection against threats. In contrast, GEO (AI‑citation readiness) scores only 6/100, indicating the pages cannot provide self‑contained, citable excerpts for AI, a costly missed opportunity. The single most impactful step is to rewrite key sections as self‑contained, citable passages with concise answers under each question heading, which will lift GEO and AEO performance.
Ask it what a customer would ask you. It answers only with what is written on the pages of mattkennedy.ca.
Hello! I’m the assistant for Mattkennedy. What would you like to know?
A Tadaaah demo. This is an AI assistant: it can make mistakes.
$29 CADa month, on top of PRO
No paragraph in the ~100-200 word "citable passage" range was found; AI engines prefer to lift complete, context-free passages.
Do: Restructure key sections into standalone paragraphs (~130-170 words) that make sense without surrounding context.
No FAQPage/QAPage JSON-LD with answered questions was found on the page.
Do: Wrap your most-asked questions in FAQPage JSON-LD with the full question and answer text, matching what a visitor can actually read on the page.
1 question-style heading(s) found, but none is followed by a short (15-90 word) direct answer.
Do: Immediately after each question heading, put a self-contained 40-60 word answer before expanding.
No outbound links to authoritative domains (.gov/.edu, research, major publishers) were found.
Do: Support factual claims with links to primary, authoritative sources.
Automated snapshot generated by Tadaaah from public data. Re-run the audit for the latest version.