Readable source content
Critical product copy, headings, FAQs, and brand facts should be visible in the initial public HTML, not only after a client-side render.
AI-search readiness
Check whether your public site is understandable before you chase AI mentions.
This read-only scan looks for public signals that make a brand and its pages easier to crawl and understand: source text, entity information, structured data, answer-oriented content, llms.txt, and observable crawler rules.
A readiness check is not a citation forecast. Public crawler rules do not guarantee AI traffic or recommendations.
The signals that matter before AI visibility
Clear entities and evidence
About, contact, team, authorship, product facts, and relevant schema help systems understand who is making a claim and what it refers to.
Answerable page structure
Useful pages answer a real question directly, then support the answer with detail, examples, source context, and clear next steps.
What the checker can observe
- Source-text volume and JavaScript rendering risk signals.
- Structured data, public brand/contact cues, FAQ-like and answer-like text.
- Whether llms.txt is readable text or an HTML fallback.
- Public robots rules for selected AI crawler user agents.
What requires deeper access
- Actual AI referrals, crawler logs, impressions, conversion impact, or prompt-level visibility.
- Content quality against the buyer, competitive coverage, product accuracy, and brand authority.
- Rendering, data feeds, templates, and source changes needed to publish stronger pages.
Do not treat llms.txt as a ranking switch.
It can be useful supplementary documentation when it accurately reflects public content. It does not force any AI system to crawl, cite, recommend, or rank the site.
Questions about GEO readiness
Is GEO different from SEO?
They overlap. Both need accessible, useful, well-structured pages. GEO adds focus on whether answer engines can identify the entity, claims, supporting context, and intended answer from public content.
Should every site allow every AI crawler?
No. Access rules should reflect content licensing, compliance, privacy, and business goals. The useful outcome is an intentional and documented rule set, not blanket openness.
What is the first practical improvement?
Start with public crawlability and accurate core pages. Then add clear entity information, question-led content, appropriate structured data, and authorized measurement before making larger claims.