SearchFeedr — AI Citation Readiness Auditor
SearchFeedr is a deterministic Search Intelligence platform implementing the AEO (Answer Engine Optimization) Protocol. It evaluates any domain's accessibility to ChatGPT, Perplexity, Claude, and Google AI Overviews through transparent, weighted audit criteria.
Audit Criteria — Two Weighted Pillars
Pillar 1 — AI Manifests & Permissions (60% weight): evaluates robots.txt AI bot directives (GPTBot, ClaudeBot, PerplexityBot, CCBot), llms.txt manifest, ai.txt usage policy, and sitemap.xml structure.
Pillar 2 — Semantic & Direct Answers (40% weight): evaluates FAQPage structured data, entity recognition signals (Schema.org), and direct-answer content optimization for generative engines.
Methodology
Every audit is server-side and deterministic. SearchFeedr fetches public resources directly (no estimates, no proprietary scoring): unreachable resources are reported as "Access Denied" rather than fabricated. All seven parameters are documented and reproducible.
Available Resources
The interactive auditor requires JavaScript. The information above is a static-first summary for crawlers and clients without JavaScript execution.
© 2026 SearchFeedr. Deterministic AI Citation Readiness Audit · Zero Estimates.