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The Lab

What we are trying next.

Experiments, not promises. Vote for the ideas that would help you most, add your own, and see what has shipped.

Open ideas

  • See the exact sentence an AI model quoted from your siteSnippet-level attribution: which line on which page an answer was built from.
  • An alert the week an AI model stops mentioning youYou find out the week it happens, not at the monthly refresh.
  • Source playbooks for your categoryStep-by-step guides to getting listed on the sources AI models cite most in your market.
  • A Citation Control ScoreHow much of your AI citation footprint sits on pages you control.
  • Track the Reddit threads AI models pull answers fromWhich threads feed the answers in your category, and which ones mention you.
  • Source gaps per AI modelWhich sources ChatGPT trusts that Gemini does not, and the reverse.
  • Publish from Content Canvas straight to WordPressOne click from a finished draft to a live page.
  • Slack alertsRank moves, new citations and lost mentions, in the channel your team already reads.
  • Zapier and webhooksSend CiteHawk events to your own tools.
  • Scout takes action from chatAsk Scout to add a prompt, a competitor or a source, and it does it.
  • Content Canvas closes the loopPublish, then watch the AI answers change over the following weeks.
  • Tell AI crawlers about new pages the moment they publishIndexNow pings, plus an alert when a fresh page goes uncrawled.
  • A second model checks every brand factBefore a fact reaches your report, another model reads it back.
  • A public directory of agencies that run CiteHawkFor brands that want someone to do the work.
  • A recap emailWhat moved in your AI answers, in five lines.
  • Sign in with a passkeyNo password to lose.
  • The 3D market mapYour category as terrain, height is citations.
  • A CiteHawk certificationAn exam over the fundamentals and a badge for your LinkedIn profile.
  • Publish our extraction accuracy benchmarkReal precision and recall figures on hand-labelled AI answers.

Shipped

  • Ask for your category to be added to the AI IndexTell us the category and we add it to the next edition when enough people ask.
    Shipped September 2026See it
  • All nine AI models on every planOne coverage number on every page and every plan, no engine sold by the rung.
    Shipped September 2026See it
  • CiteHawk vs Profound and CiteHawk vs SemrushTwo more comparison pages, every cell cited.
    Shipped September 2026See it
  • White-label reports and domains for agenciesYour brand on every report and a custom domain on the Agency plan.
    Shipped August 2026See it

Add an idea