Pattern library

219 patterns from real production sites

Every security gap, SEO miss, and performance issue we've learned across the network. Each pattern has a trigger, a proven fix, and a confidence score. Free to browse.

Allaeoanti_patterncontentfrontendgeneralgovernancehealthperformancequalityreliabilitysecurityseostrategictechnicalui
Showing 2 of 2 patterns in category aeo
aeohigh✓
IF

Site has no llms.txt

THEN

Create /llms.txt at the root. This is the emerging standard for AI engines (ChatGPT, Perplexity, Claude) to understand your site. Sites with quality llms.txt see 3-5x more AI citations.

seo · tier 1 · 99% conf
aeohigh✓
IF

Site missing FAQPage schema

THEN

If your site has a FAQ or homepage Q&A blocks, mark them up with FAQPage JSON-LD. This is the single highest-leverage AEO signal — AI engines extract these directly.

seo · tier 1 · 99% conf

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