About

About this tool

AI Discoverability Audit is a free, public entry point for teams who need a straight answer on how AI-facing discoverability looks on their site—before committing time or budget to deeper work.

What this is

This site runs an automated crawl (up to 100 public HTML pages), scores four dimensions— Access, Clarity, Structure, and Trust—and returns a structured report with issues, priorities, and a short roadmap. Your report is saved so you can return via your link. Optional paths (such as PDF access) exist where the product needs a contact point.

Who is behind it

The tool is built and operated by Matt under the discoverability. STUDIO brand. discoverability. STUDIO works with organizations on AI discoverability, site structure, and implementation—not generic “marketing noise,” but practical work grounded in how real sites behave in sectors from professional services to product-led businesses.

This public audit exists so you can get a credible signal without a sales call first: see the gaps, understand the language we use (scores, issues, roadmap), and decide what to do next.

Why it was built

AI retrieval and answer engines already shape who gets cited and who disappears. Most teams still lack a simple, repeatable view of whether their site is even reachable, parseable, and trustworthy to those systems. This tool packages a focused diagnostic in minutes—not to replace judgment, but to replace guesswork at the starting line.

What it is meant to help with

Use it when you need a fast baseline: crawl health, page-level clarity signals, structural risks, and trust-oriented gaps that affect how AI systems treat your content. It is suited to small and mid-size sites where a 100-page sample is enough to steer priorities. It is not a substitute for a full enterprise crawl, legal review, or hands-on remediation—that is where scoped engagements come in.

How it connects to discoverability.studio

discoverability.studio is the same practice behind this tool—where deeper audits, sequencing workshops, and implementation support live when you need more than a single automated pass. Running the free audit does not obligate you to hire us; it does mean you are using the same framing and vocabulary we use with clients.

If you need help prioritizing fixes, validating changes, or rolling them out, discoverability. STUDIO is the path for that work—not bundled into the free tool by default.

What you can do next

Run an audit from the homepage, share the report link with your team, and treat the output as a prioritized backlog—not a promise of rankings or AI placement. When you are ready for deeper analysis or execution, reach out via discoverability.studio.