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NUKLIAS x FINDCRAFT · SEO, AEO, GEO

What must be true before AI systems can represent your company accurately

There is no switch that guarantees a citation. There is, however, an auditable path: priority pages must be discoverable, the company identity must stay consistent, and material claims need a clear public source

Updated

SEO remains the foundation. AEO and GEO change the audit questions

Google positions visibility in its generative features as an extension of SEO rather than a separate system. Other engines also have their own crawler controls. In practice, the audit connects access, answer, claim, source and measurement

  1. Whether priority pages can be crawled, indexed and interpreted without avoidable ambiguity
  2. Whether the company name, services, locations and differentiators remain consistent across public sources
  3. Whether AI answers are accurate, traceable to a source and monitored over time

Nuklias x FindCraft combines technical and editorial review with AI answer testing. It does not promise rankings or guaranteed citations

LOCAL DIAGNOSTIC

Where should your AI visibility audit begin?

Four questions separate an access problem from an identity, accuracy or source problem. The result is a priority, not a score

  1. Are the company name, services, locations and description consistent across the website and public profiles?

    Consider service pages, company profiles and the sources a prospective buyer would compare

  2. When you ask two AI systems about the company, are the answers materially accurate?

    Check the facts, not only whether the brand name appears

  3. Does every material claim have a current public page that supports it?

    A service, partnership or location should be verifiable through a clear source page

  4. Are priority pages accessible to relevant crawlers and eligible for indexing?

    This includes the HTTP response, canonical, robots directives and content availability

Your answers stay in this page. They are not stored or sent to Nuklias or any other service

Continue with the relevant analysis

These articles examine the choices and trade-offs that matter within this topic

Sources for verification

The core documentation is kept here so material claims and important changes can be checked directly at source

  • Google guidance for generative AI features in Search

    Google Search Central · Updated 10 July 2026

    Open source

  • Publisher and developer FAQ for ChatGPT Search

    OpenAI Help Center

    Open source

  • AI Performance in Bing Webmaster Tools

    Microsoft Bing Blogs · Published 10 February 2026

    Open source

  • The M.A.R.C. methodology published by FindCraft

    FindCraft

    Open source

Services directly connected to the problem

  • SEO/AEO Visibility Audit

    We check what AI systems say about the business, trace claims to sources and show what should be corrected first

  • Web Development

    Websites and applications built around the customer journey and the team's real workflows