What is Preferly?
Preferly helps businesses see how AI models describe them, recommend them, and compare them with competitors. It runs a check across leading AI models, asks the kinds of questions real customers would ask, and shows where AI gets things wrong or points people elsewhere. You get a clear report with competitor rankings, contradictions against your website, a visibility score, and a fix pack with ready-to-paste code like JSON-LD, FAQs, and llms.txt. There’s a free preview, a full report paid once, and a re-scan option so you can track improvements without a subscription.
Key features
- Checks how 10 AI models describe your business.
- Shows which competitors AI recommends instead of you.
- Highlights contradictions between AI answers and your website.
- Scores visibility, accuracy, sources, and access.
- Includes a fix pack with ready-to-paste code.
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