AEO Improvement
ChatGPT Citation Tracker and Visibility Monitor | AEO Improvement
Test buyer questions and compare brand mentions and available citations across saved AI responses. Results vary by prompt, model, and retrieval context.
Audit, simulate, improve, and monitor
AEO Improvement checks citability, brand authority, AI crawler access, technical SEO, schema markup, and per-platform readiness. Recommendations include their evidence source and remain in a domain-level checklist until the user marks them complete.
Current methodology
Citation-path bots are scored separately from training bots. OAI-SearchBot controls ChatGPT search discovery while GPTBot is used for model training. llms.txt is treated as optional because it is not a demonstrated citation gate. Fresh, server-visible content and explicit last-updated dates receive higher priority.