AI-search readiness is easier to improve when it is broken into signals you can verify. The AI SEO & GEO Readiness Checker runs 12 deterministic checks on the page you are viewing and explains what passed, what needs work, and what is missing. It does not guess whether an AI platform mentions the brand.
What the score means
The 0–100 score measures technical and content readiness for discovery, understanding, and verification. It is not a ChatGPT, Gemini, or Perplexity visibility score, and it does not predict citations or rankings.
The 12 readiness signals
| Signal | Weight | Question it answers |
|---|---|---|
| Public access | 10 | Can the public page be fetched successfully? |
| HTTPS | 5 | Is the page delivered over a secure canonical origin? |
| Title and meta description | 10 | Does the page provide a clear machine-readable summary? |
| Brand identity | 10 | Are the page's core brand signals consistent? |
| Canonical URL | 5 | Is the preferred page address declared? |
| Entity-focused JSON-LD | 12 | Does structured data identify the organization, product, service, or software? |
| Answer-first structure | 8 | Do headings, lists, and concise answers make the content easy to extract? |
| About, Contact, and Pricing facts | 7 | Can systems reach essential business facts? |
| Author and date provenance | 7 | Does the content show who produced it and when? |
| AI crawler access | 10 | What do the site's public robots rules allow? |
| XML sitemap | 8 | Is there a machine-readable discovery path? |
llms.txt | 8 | Is a useful content map available at the origin? |
How to run the audit
- Open the public page you want to review.
- Launch the extension and enter the public brand name used on the page.
- Run the check and review the overall grade, passed signals, needs-work items, and missing items.
- Open each result for its evidence and recommendation; fix the highest-weight missing signal first.
- Rerun the page after the change, or open the full 2-UA report when you need a shareable, deeper audit.
Use the score as a checklist, not a visibility claim
A high readiness score means the page exposes more of the deterministic signals covered by the audit. It does not mean an AI answer engine has crawled the page, selected it as a source, cited it, or mentioned the brand. Those outcomes also depend on relevance, authority, freshness, retrieval systems, platform policies, and the user's prompt.
Keep three measurements separate: readiness asks whether the page is technically and editorially clear; observed visibility records whether the brand or domain appears in real answers; and business impact measures qualified referrals, conversions, and revenue. The extension addresses the first. Use the live AI mention checker and AI referral analytics for the other layers.
Where to start when a page scores poorly
- Fix access first. A blocked, failing, or non-canonical page undermines every downstream content improvement.
- Clarify the entity. Align the title, H1, brand name, page copy, and relevant JSON-LD.
- Make the answer extractable. Put the direct answer near the relevant heading, then support it with evidence and detail.
- Add provenance. Identify the author or organization and expose meaningful publication or update dates.
- Improve discovery files. Validate the sitemap, crawler rules, and
llms.txtas part of the whole site.
Local-first privacy model
The extension runs only after you click it. It uses temporary access to the active tab and fetches the current public
page plus the origin's robots.txt, sitemap.xml, and llms.txt. Page content, brand
input, and the local result are not sent to 2-UA. If you explicitly click Open full report, Chrome opens
the regular 2-UA audit and includes the current page URL so that service can run the requested report.
Run a local AI-search readiness check
Install the extension and turn the page you are viewing into a 12-signal readiness checklist.
Install AI SEO & GEO Readiness Checker Run the full web audit