For brands

See why AI overlooks your brand.

Q: What does CiteAura measure for a brand?

CiteAura measures public-site crawlability, extractable facts, structured data, citation signals, and labeled AI answers for a defined question and provider cohort.

Q: Can a brand verify a change after deployment?

Yes. CiteAura can re-crawl the public site and compare a defined before-and-after measurement period, with the sampling mode and cohort preserved.

CiteAura connects public-site structure, official facts, AI answer evidence, and engineering work so your team can move from a vague visibility concern to a verified next step.

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Public-site evidence · Explicit sampling modes · Closed-loop verification · AI visibility audit overview

CiteAura site audit showing extraction gaps, score distribution, and related tickets — Site-wide GEO auditFindings tied to actions

Replace guesswork with a traceable diagnosis.

AI answers vary. A useful workflow starts by separating what your public site says, what a crawler can reach, what a provider retrieved, and what a human observed in a product interface.

Crawl

Make the source reachable

Review canonical URLs, robots rules, sitemaps, `llms.txt`, rendered HTML, and page structure before changing the message.

Measure

Keep cohorts comparable

Compare the same questions, providers, sampling mode, and time window so a new answer is not mistaken for a universal trend.

Verify

Close the loop

Turn the highest-impact gap into an owner-ready ticket, deploy the change, and re-crawl or re-sample against the acceptance check.

A workflow your SEO, content, and engineering teams can share.

Add the official domain

Start with a public HTTPS URL. CiteAura creates a workspace and records the initial crawl scope.

Review facts and questions

Confirm the product definition, canonical facts, competitors, and buyer-intent prompts before sampling.

Prioritize changes

Use page findings, citation gaps, and answer evidence to choose the smallest useful set of technical and content changes.

Verify the result

Keep the original evidence, run the acceptance checks, and expose remaining uncertainty instead of filling it with a score.

Brand team questions

What does CiteAura measure for a brand?

Public-site crawlability, extractable facts, structured data, citation signals, and labeled AI answers for a defined question and provider cohort.

Can a brand verify a change after deployment?

Yes. Re-crawl the site and compare a defined before-and-after period while preserving the sampling mode and cohort.

Does a higher score guarantee an AI mention?

No. The score summarizes checks in a defined scope. Provider retrieval, model updates, and answer variance remain separate evidence.