Retriever
Compare a page with a question you'd like it to answer. See which passage scores most strongly, the concepts it covers and suggestions to review.
Tools for a closer look
Useful checks for your website.
I built these tools to help with questions that come up in my SEO and AI visibility work. You can use them to take a closer look at a page, explore possible customer questions or work through a set of checks.
Each tool explains what it found and gives you a starting point for deciding what to do next.
Some results appear immediately; some reports ask for an email address. The individual tool pages explain what is included and how each check works.
SEO + AI Standard
My working framework for reviewing SEO and AI visibility: 10 areas, 32 checks and a scorecard to help organise the findings.
Agent-Readiness Audit
Check aspects of your page's structure, controls and content that may affect how browser agents use it. The results identify issues to investigate.
Schema Sniffer
Review the JSON-LD structured data on a page. See errors, missing information and suggested additions, with draft markup available to review.
Free AI visibility check
Test three questions across three AI models and see whether your brand appears in the nine answers. A small sample, with the wording included in the report.
Ask Volume
Explore possible questions about your market, grouped by buying stage. The tool estimates relative demand and tests a selection of questions for brand mentions.
If there's a repetitive check you'd find useful, I'd be interested to hear about it. The list is allowed to grow.
Need help interpreting a result?
A tool can give you a useful starting point. If you'd like help deciding what matters or putting improvements into practice, tell me what it found.