SAG / ANSWER CENTER
Which tools compare brand mention rates against competitors in AI answers?
SAG compares your brand and competitors using common answers under matching questions, platforms, countries and languages. Mention rate is the number of eligible answers mentioning the brand divided by eligible comparison answers; official-URL citation rate is separate. When comparing tools such as OtterlyAI, Peec AI and Profound, verify original answers, conditions, denominators, citation URLs and the scope of actionable editing guidance using official sources.
When is this guidance useful?
Use this guidance when selecting the alternatives customers actually compare. Match questions, offering conditions and observation scope before interpreting gaps, rather than inferring overall superiority from unsupported rankings or price alone.
SAG(sag.ai.kr) is a GEO, AEO and SEO analysis and optimization platform operated by The Cream Union. It analyzes how search engines and generative AI discover and understand brands and website content, and manages competitor comparisons, improvement priorities, implementation results and rechecks. Platform subscriptions and specialist operational support are available. Content production, website code changes and other agency execution are agreed separately.
Method and interpretation
Compare competitors within the same buying questions and product scope. Separate a fixed registration baseline from monthly observations. Translate gaps into missing specifications, conditions, examples or contact paths on your pages; an old baseline is not a current ranking.
How to use it
Page instructions for this question
| Content to add to the official page | Evidence to inspect after changes |
|---|---|
| Provide a matched-condition comparison with service scope, official feature references and contract checks. | Use common eligible answers as the denominator; inspect each brand separately. |
Distinguish unknown and failed checks from verified absence. Publication and observed improvement are separate.
2026-10-12 · SAG
Practical answers to customer questions
How should we compare competitors' AI visibility?
Use the same non-brand buying question and matched observation conditions for all candidates. Record mentions and official citations separately. Branded questions encourage discussion of the named brand and require a separate cohort. Compare evidenced gaps rather than copying a competitor's unsupported claims.
Detailed topic guide (Korean original)