How to use dis checklist?

Make sure say fix the basic problem say "no fit grab, no fit understand, no fit submit inquiry" before you expand content and third-party authority.Record only four states for each item: 'Pass, Fail, Needs On-site Verification, Not Applicable', and save the check URL, date, and evidence. A single AI answer should not be considered a stable ranking.

Google public explanation, generative search still dey build on search foundation, no need special "AI tag". Structured data, llms.txt or Q&A format no fit replace searchable HTML, original value and website credibility.

24 public information audits

01

Crawling and indexing

  • Core URL return correct status code, deleted page no be 200
  • Original HTML don contain H1, body, internal link and JSON-LD
  • robots, WAF and captcha no block legal search crawler
  • Canonical, sitemap, and internal links use the same standard URL
02

Brand entity

  • The first paragraph of the homepage explains the brand, services, customers, and differentiators.
  • Brand name, URL, Logo, and contact information consistent across the entire site.
  • About page only show verifiable entities and capabilities
  • Organization / WebSite Schema consistent with visible content
03

Technical evidence

  • Annotate conditions, ranges, and limitations for parameter conclusions
  • Original data indicates date, sample, and methodology
  • Authoritative fact link to closest primary source
  • Page displays real author or responsible organization and update time
04

Topics and answers

  • One page only take one main search intent
  • H2/H3 describe real problems, first sentence directly answers
  • Pillar pages, sub-topics, tools, and cases form internal links
  • Price, target audience, limitations and delivery process not obscured by form
05

Third-party signals

  • Website facts dey align with partners, catalog and media materials
  • Record source and competitors wey target problem dey always mention
  • prioritize correcting wrong information instead of creating new mentions
  • Community and reviews dey disclose interest relationship, no dey buy fake reviews
06

Inquiry and measurement

  • Each high-intent page has a CTA consistent with the intent
  • Forms can actually be submitted, and direct email is provided as a fallback
  • Distinguish organic search, AI referrals, mentions, citations, and inquiries
  • Fixed 30–50 commercial prompt words dey test repeatedly per cycle

How to arrange repair priority?

LevelCriteriaPriority action
P0Affects crawling, indexing, status codes, canonical URLs, or inquiry deliveryFix immediately and re-validate
P1Affects page intent, evidence, entities, internal links, and mobile experienceCore business pages first
P2Expand topical authority, citable assets, and third-party coverageSort by business value and evidence uniqueness

When is manual diagnosis needed?

If the website already has a large number of pages, multilingual versions, complex CDN/WAF, or if the brand is misrepresented in the target AI issues, a page list alone is usually insufficient to pinpoint the cause. In such cases, search indexing, original HTML, server logs, third-party citation sources, and conversion data should also be checked.

Apply for public information diagnosis

References and Evidence Boundaries

Di sources below dey support di definition and check framework for dis article. Page content na for early decision making, no replace standard original text, product manual, or project engineering design.

  1. Google Search Central: Optimizing your website for generative AI features
  2. Google Search Central: AI features and your website
  3. OpenAI: Overview of OpenAI crawlers
  4. Bing Webmaster Guidelines
Edit and update instructions

DataInfra GEO compiled based on public primary sources. First publication and substantial update date are both 2026-08-28; if you find source changes or technical errors, you can contact [email protected] by email.