What this tool does
It builds an Organization (or Person) JSON-LD block with name, url, description, logo, foundingDate, location, and sameAs profiles, then scans your about content for factual sentences that are citation-worthy.
GEO
Free · in-browser · no signup
GEO Entity Builder
Define your Organization/Person entity and surface citation-worthy passages for generative AI.
Direct answer
The GEO Entity Builder defines your Organization entity as valid JSON-LD and surfaces citation-worthy passages — sentences with dates, numbers, or evidence — that generative AI models prefer to reference.
Try the tool
Organization entity
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "RankoraXPress",
"url": "https://rankoraxpress.com",
"description": "RankoraXPress is the AI-powered Search Visibility Control Center for developers.",
"logo": "https://rankoraxpress.com/favicon.svg",
"foundingDate": "2025",
"areaServed": "Remote-first, global",
"sameAs": [
"https://twitter.com/rankoraxpress",
"https://github.com/rankoraxpress"
]
}Citation-worthy passages
- RankoraXPress was founded in 2025 to help developers audit and improve search visibility across SEO, AEO, and GEO
Why GEO matters
Generative Engine Optimization (GEO) is the practice of making your information easy for generative AI to understand, trust, and cite. Consistent entity definitions and citation-worthy, factual content improve the clarity and machine-readability of information about your organization.
How to use the output
Add the JSON-LD to your homepage and About page. Keep entity facts (name, founding year, location, what you do) consistent across every page. These improvements may make your information easier for AI-powered search systems to reference — they do not guarantee citations.
How to use the GEO Entity Builder
- 1
Define your entity
Enter your Organization or Person name, url, description, logo, foundingDate, location, and sameAs social profiles.
- 2
Generate the JSON-LD
The tool emits a valid Organization (or Person) JSON-LD block you can add to your homepage and About page.
- 3
Surface citation-worthy passages
Paste your about content and the tool flags factual sentences — with dates, numbers, or evidence — that generative models prefer to reference.
- 4
Keep facts consistent everywhere
Use the same entity facts (name, founding year, location, what you do) across every page so AI systems resolve one consistent entity.
Examples
Organization entity
Organization with name "RankoraXPress", url, logo, foundingDate, and sameAs linking to verified social profiles — one consistent entity across the site.
Citation-worthy passage
"RankoraXPress audits seven dimensions of search visibility and returns developer-ready fixes." — a factual sentence with specifics that models prefer to reference.
Common problems & fixes
Contradictory entity facts across pages
Fix: Keep name, founding year, location, and description identical everywhere. Contradictions weaken entity resolution and trust.
No sameAs links to verified profiles
Fix: Add sameAs links to your verified social and professional profiles so AI systems can connect your entity to trusted sources.
Vague, non-citation-worthy content
Fix: Lead with factual sentences containing dates, numbers, or evidence rather than marketing language that models cannot reference.
Frequently asked questions
What is GEO?
GEO (Generative Engine Optimization) is the practice of optimizing content for citation by generative AI — entity clarity, factual density, and machine-readability.
Will this make ChatGPT cite my site?
No tool can guarantee AI citations. GEO improvements make your information clearer and more machine-readable, which may help, but citation is controlled by the AI providers.
What is a citation-worthy passage?
A factual sentence containing dates, numbers, or evidence — the kind of statement generative models prefer to reference rather than paraphrase.
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