Weak AI visibility with 9 of 22 criteria passing. Biggest gap: schema.org structured data.
Verdict
floworks.ai has a foundational AEO setup but is not yet answer-engine ready at scale, with an overall score of 40/100. Strengths include a strong llms.txt implementation (8/10), clean crawlability (8/10), and high fact density (10/10, with 24 quantitative data points), which gives AI systems useful raw material. The biggest blockers are missing structured data and answer-format architecture: Schema.org Structured Data is 0/10, Schema Coverage Depth is 0/10, FAQ is 0/10, and Direct Answer Paragraphs are 2/10. Technical freshness and discoverability signals are also weak, including no lastmod in sitemap (Content Publishing Velocity 2/10) and no RSS/Atom feed (0/10).
Scoreboard
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Guides for the criteria with the most room for improvement
Tidio runs 4 JSON-LD schema types. Crisp runs zero. That's not a coincidence -it's the difference between a 63 and a 34. Structured data is the machine-readable layer AI trusts most.
Our site runs 87 FAQ items across 9 categories with FAQPage schema on every one. That's not excessive -it's how we hit 88/100. Each Q&A pair is a citation opportunity AI can extract in seconds.
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.
Same content, three URLs, zero canonical tags. Congratulations -you just split your authority three ways and gave AI crawlers a headache.
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