[ free ]Free automated preview

What can machines clearly understand about your website?

This read-only preview checks up to five public pages for on-page search readiness, generates up to five modeled buyer-answer scenarios with one sample per question, and suggests what to review next. It does not query ChatGPT, Claude, Google AI Overviews, or another named answer engine.

Read-only. We inspect up to five public pages and generate up to five clearly labeled model scenarios, with one sample per question. We never write to your site or query named AI products in this free preview.

[ how ]How it works

What the preview actually does.

01

Crawl

We read your public pages the way a machine does — title, structure, schema, content.

02

Model

A general language model generates up to five buyer-intent questions and one answer sample for each. Named AI products are not queried.

03

Prioritize

You get ranked observations and a sample draft inferred from the public copy we fetched.

On-page findings are based on the public pages fetched during this run. Answer-scenario results are model-generated hypotheses, not live engine measurements, citation rates, ranking data, or a promise of future visibility. Review every suggestion before acting.