What this tool does
The AI SEO Toolkit helps you connect classic search thinking with answer-engine behaviour: whether a brand or topic tends to appear in AI-style answers, which prompts and questions cluster around a seed, and how well a draft scores for a target keyword in a lightweight optimizer. It is aimed at SEOs and editors experimenting with AEO (answer engine optimisation) alongside traditional rankings.
How to use it
Use the Visibility tab to test a domain against a small list of keywords (server-side analysis). Use Prompts to expand a seed into related queries (useful for briefs and FAQs). Use Optimize to paste draft content and a keyword to get a score and suggested improvements—iterate in your editor, not as legal or financial advice.
Limits
Results depend on APIs, models, and heuristics in this MVP. They are not a substitute for rank trackers, Search Console, or compliance review. OpenRouter and database features vary by how your deployment is configured.
Fit with the site
Pair with the SEO article pipeline for long-form drafts and Off-page SEO when you move from content to outreach planning.