Generative Engine Optimization Scorer
Score any article for citation-readiness in Google AI Overviews, ChatGPT, Perplexity, and Gemini. 7-category rubric, prioritized suggestions, no signup.
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GEO Score
How well this content is set up to be cited by Google AI Overviews, ChatGPT, Perplexity, and Gemini.
Turn a structural review into an evidence workflow
Use the score as an editorial input, then preserve the source, limitation, approval, and outcome behind the next change.
What is Generative Engine Optimization?
Generative Engine Optimization (GEO) is the practice of improving the likelihood that a brand or page is accurately surfaced, mentioned, or cited in generative search experiences. It combines search eligibility, useful answer design, verifiable evidence, authority, and repeatable measurement.
This is not a separate Google eligibility system. Google says AI Overviews and AI Mode require no special optimization, schema type, or AI text file beyond ordinary Search fundamentals. Clear answers, named sources, accurate structured data, and scannable sections remain useful editorial practices, but none of them guarantees that an assistant will cite the page.
This scorer runs submitted text through a seven-category heuristic and highlights possible structural improvements. Review its suggestions rather than treating the total as a citation forecast. For the operating method, read the source-backed GEO guide; then use the schema generator and AI Overviews tracker where they fit your workflow.
The 7-category GEO rubric
Clean answer in the first 200 words.
'X is Y' patterns LLMs lift verbatim.
Concrete numbers, dates, named studies.
Explicit question-answer pairs.
Claims tied to identifiable sources.
Headings every ~200 words; scannable.
Brand, people, products explicitly named.
Frequently asked questions
- What is Generative Engine Optimization (GEO)?
- Generative Engine Optimization is the practice of improving the likelihood that a brand or page is accurately surfaced, mentioned, or cited in generative search experiences. It combines ordinary search eligibility, clear answer-focused content, verifiable authority, and repeatable measurement. It does not guarantee a ranking or citation.
- How is GEO different from SEO?
- GEO adds prompt-level monitoring and attention to mentions and citations across AI interfaces, but it still depends on SEO fundamentals. Google says AI Overviews and AI Mode use core Search systems and require no special optimization or schema. Treat GEO as an additional discovery and measurement layer, not a replacement for SEO.
- What does this tool actually score?
- Seven categories totalling 100 points: direct answer in first 200 words, definitional sentences ('X is Y'), stat density, FAQ structure, citation hooks (named sources/dates), chunk retrievability (heading frequency, paragraph length), and entity clarity. Each category gets a 0–max score and a 1-sentence justification, plus 3–5 prioritized improvement suggestions.
- Does a higher GEO Score guarantee citations?
- No. The score is an editorial heuristic for structural review, not a platform-derived ranking score or citation forecast. Use it to find unclear answers, unsupported claims, and hard-to-scan sections, then verify every suggestion manually. Search and assistant outputs depend on many systems this tool cannot observe.
- Is this free?
- Yes — you can score content here without creating an account. The result is a structural review of the submitted text; it does not test a live consumer AI interface or confirm that a page is indexed, cited, or eligible in any platform.
- What about Answer Engine Optimization (AEO)?
- AEO and GEO overlap, and vendors use the labels inconsistently. AEO usually emphasizes direct answers while GEO usually emphasizes generative-search mentions and citations. This scorer reviews structural clarity and evidence signals that can support either workflow, but it does not measure performance in an answer engine.
Move from a heuristic score to evidence-backed work
MarqOps helps teams connect structural review, source evidence, approval, and reporting. Use the score to find a possible edit, then verify what changed and whether the same prompt panel or business outcome moved.
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