You're absent from 4 of 5 broad-category questions.
Three competitors repeatedly appear through third-party comparison pages where your brand is missing.
See when AI recommends, mentions, or skips your brand — who gets picked instead, the evidence behind the answer, and what to change first.
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Referenced once by Gemini, but not placed on either shortlist.
Crendo looks at your brand from a buyer's perspective, suggests the questions they're likely to ask, and lets you decide what gets tested.
Crendo learns what you sell, who it is for, and the category you compete in.
Review the questions Crendo suggests, refine them if needed, and choose what gets tested.
Find where you're recommended, mentioned or absent — then see who wins instead and what to improve first.
Crendo separates being referenced from actually making the shortlist.
Crendo doesn't only tell you who is ahead. It tells you where they're ahead.
Your strongest intent is Alternatives; Agency remains the clearest gap. Not a search ranking.
Not a list of links — the pattern that keeps repeating across grounded answers.
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Buffer, Hootsuite and Sprout Social were recommended. Your brand was absent.
3 of the 4 recurring third-party sources include Buffer but not your brand.
You're absent from 4 of 5 broad-category questions.
Three competitors repeatedly appear through third-party comparison pages where your brand is missing.
AI recognizes your brand as open-source, but rarely recommends it for agencies.
Your strongest category association is narrower than the buyer segment you're targeting.
Strengthen agency positioning on core pages.
Competitors appear in buyer guides where your brand does not.
The same five publishers recur across multiple grounded answers.
Prioritize outreach to these 5 publishers.
Crendo lets you track when your brand starts making more AI shortlists — and which buyer intents changed.
Track this weeklyYour brand is placed on the answer's shortlist for the buyer question — named as an option to choose, not just referenced in passing. A passing reference is recorded as a mention, and no appearance at all is recorded as absent.
Crendo reads your site to infer your category, offering, audience and competitive set, then generates questions a buyer would realistically ask across broad category, alternatives, use case and segment intents.
Yes. You review Crendo's understanding of your brand and the question set before anything is measured. You can correct, remove or add questions and context.
The audit currently measures grounded answers from OpenAI and Gemini models. Each answer is stored with its evidence so results can be rechecked over time.
Yes. The first audit is free and requires no signup. Ongoing weekly tracking of the same questions is part of the paid plan.
Consumer apps layer memory, personalization and session context on top of the model. Crendo measures the model's grounded answer to the same question through the API, which gives a stable, repeatable baseline rather than one person's session.
One domain. One free audit. See where you're recommended, who wins when you're not, and what to change first.