Competitor Benchmarking
Compare your AI visibility against competitors.
Visibility, citations and sentiment for you against each competitor.
Which topics each brand dominates, and which are still open.
Get notified when a competitor gains ground on a key prompt.
Competitor benchmarking compares your AI visibility with the brands you compete against: how often each is mentioned, how it's described, which sources cite it and which topics it owns.
Your competitors in AI answers aren't always the ones in your sales deck. Assistants often recommend marketplaces, review sites, open-source projects or smaller specialists. Benchmarking shows who you're really up against.
Put your page next to up to three competitor pages and compare how readable, trustworthy and quotable each one is to AI. You get category scores and the gaps to close first.
Add your competitors, and discover brands AI recommends that you hadn't considered.
Every brand is measured on the same prompts and engines.
Share of voice, position, sentiment and citations, side by side.
Prompt-level answers and sources show why a competitor wins.
Your share of all brand mentions across the prompt set.
You against one competitor on every shared prompt.
The topics each brand dominates, and the ones nobody owns yet.
Which domains cite each competitor, and which cite only them.
Brands that start appearing in answers for your prompts.
A notice when a competitor gains or loses ground on a key prompt.
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Your direct competitors, plus any brands AI engines often recommend in your category, even ones you don't think of as rivals.
Your share of all brand mentions across your tracked prompts. It shows how much of the AI conversation in your category you own.
Yes. Prompt-level detail shows the full answer, the sources cited and how each brand is described.
No. Share of voice needs real AI answers to tracked prompts. The free comparison checks the pages themselves, which shows why one page is easier for AI to read, trust and quote than another.
Three to five direct competitors, plus any brand that keeps appearing in AI answers for your prompts. Too many makes the reports noisy.
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