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Benchmarks, guides and takes for brands building for a web where the audience now includes AI.
30 articles
ExplainersWhen AI Gets Your Brand Facts Wrong: Hallucination or Conflicting Information?Why does AI get brand facts wrong? Learn how brand fact-checking separates hallucinations, conflicting sources and missing conditions for regulated brands.·12 minInsightsBrand Consistency in AI Search: Why Your Website Alone Is Not EnoughExplore why brand consistency in AI search depends on accurate, consistent claims across websites, PDFs, partner listings and third-party sources.·10 minExplainersDifferent Does Not Always Mean Wrong: Understanding Conflicting Brand ClaimsLearn how customer segments, geography, dates and product conditions distinguish valid differences from conflicting brand claims, and why evidence matters.·10 minInsightsWho Owns Brand Accuracy When AI Answers for Your Business?Who owns brand accuracy across websites, third-party content and AI answers? Learn how teams can verify claims, prioritise issues and confirm corrections.·10 minInsightsWebsite Token Optimisation: Why AI Needs More Useful Information and Less OverheadExplore why website token optimisation matters for AI discovery, how to reduce unnecessary overhead, and how AXP Edge improves machine readability.·8 minExplainersAI Visibility for Healthcare: How Hospitals Can Be Found, Cited and Trusted in AI SearchLearn how hospitals can improve AI visibility through clinically accurate content, AI crawler access, structured data and stronger healthcare information governance.·15 min
