How to Build a Strong Entity Profile for GEO (E-E-A-T and LLMs)

LLMs build a picture of your company from every signal available on the web: your website, social profiles, mentions on other sites, reviews, interviews. This entity profile determines whether you’re seen as credible and worth citing. Sandro, cofounder of the Gemeos Webflow agency, explains how to strengthen it.

What is an entity for an LLM?

An entity is a named, identifiable thing: a person, a company, a product, a place. LLMs learn to associate attributes with each entity: "Gemeos is a Webflow agency based in Dubai, founded by Sandro Da Silva, specializing in SEO and GEO." The more consistent and repeated those associations are across many sources, the stronger the entity is for LLMs.

1. Keep NAP consistent across every presence

NAP: Name, Address, Phone. Your company’s core details need to be identical everywhere you show up online. Any mismatch — even a slightly different name or an old address — creates confusion for LLMs that aggregate this information.

• Your website (About page, footer, Contact page)
• Google Business Profile
• LinkedIn Company Page
• Industry and professional directories
• Social media profiles

2. Multiply brand mentions on third-party sources

LLMs trust your entity more when independent sources mention it. Practical strategies:

• Interviews and podcasts in your industry: every appearance creates a brand mention on a third-party source
• Guest posts on industry blogs with your name and company mentioned
• Client reviews on Google, Clutch, or industry platforms
• Mentions in newsletters and industry publications
• Participation in events with speaker lineup pages

3. Create detailed author pages

For content sites, each author should have a dedicated page with: full name, photo, professional bio, areas of expertise, links to social profiles, and publications. Add Schema.org Person markup to this page.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Person",
  "name": "Sandro Da Silva",
  "jobTitle": "Cofondateur",
  "worksFor": {
    "@type": "Organization",
    "name": "Gemeos"
  },
  "url": "https://gemeos.wf/about",
  "sameAs": [
    "https://www.linkedin.com/in/sandro-da-silva",
    "https://twitter.com/sandrodsgn"
  ],
  "knowsAbout": ["Webflow", "SEO", "GEO", "Conversion Rate Optimization"]
}
script>

4. Link your entity to recognized entities

LLMs strengthen trust in an entity when it’s associated with other already known entities. In your Schema.org, use the "sameAs" properties to link your profile to your Wikidata, LinkedIn, Crunchbase pages, and other recognized entity registries.

Conclusion

Building a strong entity profile is a long-term job, but every action counts. Start with NAP consistency and Organization Schema, then gradually work on third-party mentions.

• Use case 1: a founder who wants to be recognized as an expert in AI answers on their topic
• Use case 2: an agency that wants to be cited naturally by LLMs for queries like "best X agency"
• Use case 3: a SaaS company that wants its product mentioned in AI-generated comparison pages