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Feature

Every citation,
every engine.

AI answers are nothing without sources. Truffle tracks the URLs each LLM links and what share of voice your domain owns across them.

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Citations are the new rankings

Where a classic SEO tool tracks SERP position 1-10, Truffle tracks which URLs LLMs reach for when they answer. Yours, your competitor's, the third-party article that beats you both.

  • Per-prompt citation list — exact URLs and quotes pulled by each engine.
  • Source share-of-voice — your domain vs. competitors vs. neutral third parties.
  • Citation drift — see when an engine swaps you out for someone else.
  • Source-outreach pipeline (Pro+) — turn 'why are they cited and we're not' into a contact list.

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the answer?

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Newcomer AI-Visibility Tracker — known from