Weak AI visibility with 6 of 22 criteria passing. Biggest gap: llms.txt file.
Verdict
sweep.dev currently has low AEO readiness with an overall score of 31/100, driven by multiple zero-score technical gaps that limit machine interpretation. The highest-impact blockers are missing llms.txt (0), missing structured data and schema depth (0 and 0), missing canonical tags (0), and missing AI licensing signals (0). While technical crawlability is solid in core areas (Clean HTML: 9, Semantic HTML: 8, Sitemap Completeness: 7), answer extraction quality remains weak due to limited question/answer formatting and no FAQ schema. With foundational metadata, schema, and answer-format upgrades, sweep.dev can move from crawlable to AI-citable.
Scoreboard
Fix It With AI
Copy-paste these prompts into Claude Code or Cursor to fix each criterion.
These prompts are designed for projects where you have direct access to the codebase (Next.js, React, static HTML, WordPress, etc.). If your site runs on a hosted platform like Webflow, switch to the "Webflow" tab for platform-specific instructions. Using a different hosted platform? Contact us for custom guidance.
Top Opportunities
Improve Your Score
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.
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.
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 engines are citation machines -they need specific facts to quote. A page full of general advice with zero data points gives them nothing to work with.
Want us to improve your score?
We build citation-ready content that AI engines choose as the answer.