Weak AI visibility with 14 of 34 criteria passing. Biggest gap: llms.txt file.
Marketing AutomationMarketing & AdvertisingVerdict
Below-average AEO readiness at 46/100 - multiple areas need attention. Key strengths include Content Cannibalization, Topic Coherence, and Clean, Crawlable HTML. Priority gaps: llms.txt File, RSS/Atom Feed, and Speakable Schema.
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Guides for the criteria with the most room for improvement
Tidio has a 251-line llms.txt. Crisp has zero. The score gap: +29 points. This single file tells AI assistants exactly what your site does -and without it, they're guessing.
Sitemaps tell crawlers what exists. RSS feeds tell them what changed. If you don't have one, your new content waits days -or weeks -to be discovered.
AI has a trust hierarchy for sources. At the top: proprietary data and first-hand expert analysis. At the bottom: rewritten Wikipedia articles. We've watched AI preferentially cite sites with original benchmarks -even over bigger competitors.
AI engines don't read your article top to bottom. They scan headings, grab the first 1-2 sentences underneath, and move on. If those sentences are throat-clearing preamble instead of a direct answer - you just lost a citation to someone who leads with the point.
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