Preferd: AI Visibility & AEO

Know why AI recommends rivals, fix it, and prove the...

by Preferd · Launched: July 2026 · Free plan available.

0.0 on Shopify

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Audit your catalog, optimize product content with AI, and track whether ChatGPT, Gemini and Perplexity recommend you. Get your store AI-ready in one click.

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About Preferd: AI Visibility & AEO

Preferd scores every product 0-100 on how well AI shopping agents (ChatGPT, Gemini, Copilot, Perplexity) understand and recommend it, rewrites weak fields with AI, applies them to Shopify and shows the before-and-after lift, with one-click revert. Then it proves the payoff: first-party tracking of the visits, orders and revenue AI sends you, dated receipts of new AI citations, competitor share of voice, trends and a printable impact report. A guard restores overwritten work in one click.

Last verified: August 23, 2026 · Fresh