CiteFix ‑ AI Citation Debugger

See the answer AI gives buyers, the pages it cited, and approve every fix yourself.

Ask ChatGPT, Claude, or Gemini a real question a buyer might ask. CiteFix shows you exactly what it said, which pages it pulled from, and whether your store showed up at all. For every gap, CiteFix compares your page against the ones that got cited and proposes one small edit, tagged with priority, effort, and confidence. You read it, tweak it, then approve or reject. Track whether your brand is cited, mentioned, or invisible over time, by topic. Anything published can be undone anytime.

• Run your own buyer prompts against ChatGPT, Claude and Gemini
• Compare your page against every cited source and see exactly what's missing
• Track whether your brand is cited, mentioned, or invisible over time, by topic
• Approve, edit or reject each proposed edit — nothing publishes without you
• Publish or revert edits anytime, without touching your theme code