Topic-level comparisons
Separate the subjects and decision stages each competitor wins.
Competitor benchmarking
See where competitors win, which sources support them, and what creates the difference.

AI competitor visibility analysis compares how your brand and its alternatives appear in answers to the same buyer questions. The point is not to create another leaderboard. It is to explain the topics, sources, proof points, and perceptions behind a competitor's advantage so your team can choose the right response.
A total score can hide the decision points that matter. A competitor may win a specific use case, comparison question, or trusted third-party source. Without that context, teams are left with a list of disconnected guesses.
Separate the subjects and decision stages each competitor wins.
Compare how the competitive picture changes across ChatGPT, Gemini, Google AI Overviews, Perplexity, and Grok.
Read the attributes, claims, and sources attached to each recommendation.
Focus first on commercially important gaps your team can realistically close.
Agree on the brand, competitors, audience, and competitive questions before measurement begins.
Run the same buyer questions across the same AI engines, with every finding linked to the answer behind it.
Turn the findings that matter into source, content, brand, or technical priorities, then measure again.
See where your brand leads and where it falls behind across each AI engine.
Across all AI engines
In head-to-head comparison prompts
İyi Sigorta was recommended ahead of Pera Sigorta in 42% of comparison answers, up from 37% last month.
How often your brand wins each head-to-head
Live product demo with the fictional İyi Sigorta account. Hover the charts; the demo also cycles through views on its own.
Not always. AI answers can surface a different set of alternatives because they combine information from many sources.
Brand mentions, recommendation position, language, and cited sources from comparable questions and time periods.
No. It analyzes observable answer and source patterns without claiming access to private information.
Request early access. We will help you define the market, competitors, and buyer questions worth measuring.
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