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CiteFix ‑ AI Citation Debugger
- by Growth Connections
- Free plan available
- by Growth Connections
- Free plan available
See what AI tells shoppers about your store, review the sources it cites, and approve every fix before it goes live.
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About the CiteFix ‑ AI Citation Debugger
CiteFix shows you exactly how AI engines like ChatGPT, Claude, and Gemini answer real buyer questions about your products. See the full answer text, which pages each AI cited, and whether your store appeared in their responses.
Run your own buyer prompts and get small, suggested edits based on what AI found. Every proposed change includes the evidence behind it. You review each edit, tweak the wording if needed, then approve or reject it—nothing goes live without your approval.
Publish approved edits to Shopify and revert them anytime. CiteFix never touches your theme code, robots.txt, or llms.txt, so your store stays safe while you optimize how AI represents your products to potential buyers.
Launched: August 13, 2026
Key features
- Run your own buyer prompts against ChatGPT, Claude and Gemini
- Read the full answer text each engine returned, kept as received
- See every source URL an answer cited, with a link to the page
- Approve, edit or reject each proposed edit — nothing publishes without you
- Publish approved edits to Shopify, revert anytime, rerun to compare
Integrations with:
- Anthropic,
- ChatGPT,
- Claude,
- Gemini
Category:
Pricing of CiteFix ‑ AI Citation Debugger
free
Free
growth
$29 / month
or $290/year and save 17%
pro
$99 / month
or $990/year and save 17%
