Anthropic · Engine guide
Claude SEO Guide: how to get your brand recommended by Claude
Claude is Anthropic's assistant, widely embedded in enterprise workflows, coding tools, and long-document analysis. Claude is measurably more conservative than its peers. It prefers to give evaluation criteria over named recommendations unless the evidence for naming a brand is strong and specific. Live API measurement.
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How do you optimise for Claude?
Optimising for Claude means making your brand's category membership and core facts verifiable in the sources it trusts. The three highest-leverage levers are specificity, primary documentation, and clear category and use-case boundaries so the model knows exactly when you are the right answer. Progress is verified by re-running the same buying-intent prompts and comparing the GVI™ score before and after.
Key facts
- Engine
- Claude
- Vendor
- Anthropic
- Answer construction
- Claude is measurably more conservative than its peers.
- Citation behaviour
- When Claude does cite, it favours primary and documentary sources: official documentation, filings, and specific published claims over marketing pages..
- Most exposed
- B2B and enterprise vendors, technical products, and regulated categories
- Measurement status
- Live API measurement
How Claude builds an answer
Claude is measurably more conservative than its peers. It prefers to give evaluation criteria over named recommendations unless the evidence for naming a brand is strong and specific.
When Claude does cite, it favours primary and documentary sources: official documentation, filings, and specific published claims over marketing pages.
Enterprise reach is disproportionate. Claude answers often reach the people running procurement rather than the people running consumer research.
What actually moves visibility in Claude
These three levers are ordered by impact. Working them out of order is the most common reason teams spend a quarter on Claude and see no change in the answer.
- Specificity — precise, verifiable claims with numbers and dates rather than superlatives
- Primary documentation — public docs, security pages, and technical specifications the model can rely on
- Clear category and use-case boundaries so the model knows exactly when you are the right answer
Why Claude leaves brands out
The most common reason Claude omits a brand is that your claims are not specific enough to survive its caution, so it lists criteria and names nobody. Omission is not a penalty and there is no notification — the answer simply names somebody else.
The second failure mode is confident inaccuracy: the engine names you, but attaches wrong pricing, an outdated product description, or a capability that belongs to a competitor. Both are tracked separately in Geosystems AI, because they need entirely different fixes.
Measuring Claude visibility
Every tracked prompt is scored on four GVI™ signals. Reading them individually tells you which of the levers above to pull.
| Signal | What it measures in Claude | Fix if the score is low |
|---|---|---|
| Presence | Whether the brand appears in the answer at all | Strengthen category membership and corroboration |
| Prominence | How early and how centrally it is named | Improve the specificity of your differentiators |
| Attribution | Whether it is cited by name and linked | Publish quotable, citable source pages |
| Accuracy | Whether the stated facts are correct | Correct the fact at every source, then re-verify |
How to verify a fix landed
Replace vague positioning with checkable specifics in primary documentation, then re-run the prompts. Claude responds well to this and often moves faster than the other engines.
Answers vary between sessions. Geosystems AI re-runs the same prompt set on a schedule and reports the trend for Claude.
Start with a live visibility check
Free checks send three identical prompts to ChatGPT, Gemini and Claude live. Failed engines are unavailable and excluded from measurements.
Frequently asked questions
Does Claude use the same sources as Google?
No. Claude (Anthropic) builds answers its own way — when claude does cite, it favours primary and documentary sources: official documentation, filings, and specific published claims over marketing pages. Geosystems AI measures ChatGPT, Gemini and Claude live.
How long does it take to improve Claude visibility?
Replace vague positioning with checkable specifics in primary documentation, then re-run the prompts. Claude responds well to this and often moves faster than the other engines. Timelines vary with how strongly the incorrect or missing signal is reinforced elsewhere.
How do I check what Claude says about my brand right now?
Free checks send three identical prompts to ChatGPT, Gemini and Claude live. Failed engines are unavailable and excluded from measurements. Use a full scan for measured engine answers.
Is Claude worth optimising for on its own?
It matters most for B2B and enterprise vendors, technical products, and regulated categories. Buyers move between assistants. Live measurement covers ChatGPT, Gemini and Claude.
Can I track Claude answers over time?
Yes. Geosystems AI re-runs your tracked prompts on a schedule, scores each answer with GVI™, records Recommendation Share™ against named competitors, and alerts you when Claude starts stating something inaccurate.