Insights
Research, analysis and practical guidance on AI search visibility, generative engine optimisation and brand performance across ChatGPT, Gemini, Perplexity and other AI platforms.
ChatGPT has your business wrong. Trace the claim first
One wrong AI description is an incident, not proof that every business signal needs rebuilding. Trace the claim, correct the...
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Why AI search results change, and when it matters
Changed AI answers are observations. Use prompt intent, controlled retests and persistence thresholds to decide whether they show noise or...
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Third-party sources for AI visibility: pick, then repair
A decision guide for choosing credible third-party sources, correcting entity drift and building more useful corroboration for AI visibility.
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A service page for AI search needs fewer slogans
A practical teardown of the vague service page, and the facts that help buyers and AI systems understand what is...
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AI crawler access checklist for pages that only look open
A robots.txt allowance is not proof that an AI crawler can retrieve useful page content. Test the full delivery chain...
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Branded vs unbranded AI prompts test different jobs
Branded prompts test whether AI systems recognise you. Unbranded prompts test whether buyers can discover you. Combining them hides the...
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Business entity audit for AI search finds the drift
A practical cross-channel audit for businesses whose name, category, services or locations change depending on where AI systems look.
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An AI visibility audit without priorities is paperwork
A proper AI visibility audit connects answer behaviour to website evidence, commercial priorities, owners and retesting.
Read insightFind out how visible your business is to AI.
Our free AI-readiness snapshot analyses whether your website can be crawled, interpreted and used confidently by AI systems. You will receive a scored report identifying technical barriers, unclear business information, missing authority signals and the highest-priority improvements.
Analyse your AI visibility
Enter your details below and we will test your website foundations and live visibility across major AI platforms.
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Share your website, priority services, target markets and the AI platforms or search experiences that matter to your customers. We will review the enquiry and explain where technical GEO, content or earned authority can make a measurable difference.