Generative Engine Optimization assessment covering AI crawler access, content citability, authority signals, and AI-readable structure — evaluates whether AI systems can find, understand, and cite your content.
22
Total Checks
3
Delivery Formats
4
Categories
3
Versions
Quality hardening: added counting/enumeration and numeric thresholds to all 22 checks, added cross-references to 3 checks, added anti-sycophancy patterns (extract-and-quote, do-not-pass-when, report-even-on-pass, count-and-report). No checks added/removed, no severity/weight changes.
2026-04-02
Added generic chat format for chat-based tools (ChatGPT, Gemini, etc.) without file access.
2026-04-01
Initial release. 22 checks across 4 categories: AI Crawler Access (4), Content Citability (7), Authority & Expertise (6), AI-Readable Structure (5).
2026-04-02
Copy the prompt in your preferred format above.
Paste into your AI coding tool (Claude Code, Cursor, Bolt, etc.).
Let the AI run all checks. Review the structured JSON output it produces.
Submit the JSON telemetry block to AuditBuffet for scoring and benchmarks.
Paste your JSON telemetry to get scores and benchmarks.
Submit Results