AEO Improvement
AEO Improvement vs Brandlight — Compare AI search tools (2026)
Side-by-side comparison of AEO Improvement and Brandlight: pricing, AI engine coverage, narrative-shaping features, and which buyer profile each one fits best.
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.