Case study
40
before /100
100
after /100
⏱
one afternoon
A polished consumer app that AI engines simply could not read: no llms.txt, no structured data, and a homepage too thin to quote. Score 40/100 — effectively invisible in AI answers.
What the grader found
- ✗No llms.txt — AI crawlers had no curated summary of what the product does
- ✗No JSON-LD structured data — engines couldn't classify the app or its pricing
- ✗Thin homepage copy — almost no citable facts for an AI to repeat
- ✗No FAQ section — the questions real users ask had no on-site answers
What the fix pack shipped
- ✓Generated and published llms.txt with the app's facts, pricing and platforms
- ✓Added SoftwareApplication JSON-LD to the page head
- ✓Added an FAQ section with FAQPage schema answering real buyer questions
- ✓Expanded homepage copy with concrete, quotable facts
Result
- →Site grader score: 40 → 100 out of 100
- →Every AI-readiness check passes: crawlability, llms.txt, structured data, FAQ, content depth
- →The whole fix took one afternoon using the downloadable fix pack — no developer required beyond copy-paste
Don't take our word for it
The fixes are live right now. Open comiclens.cloud/llms.txt — that file was generated by our fix pack. View the page source and you'll find the JSON-LD too.
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