Preferly
Preferly is a one-time $99 audit showing whether 10 AI models recommend your business, whether what they say is accurate
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Right now it shows a scraped screenshot and a few lines. Claimed pages get a permanent dofollow link, a screenshot gallery, features, pricing, FAQ, your founder story, and the questions visitors ask.
Not yours, or want it gone? Remove this page.About Preferly
From the product's websiteYou enter your business name (and optionally website); Preferly asks 10 AI models customer-style questions with web search on, reads 50+ answers, and checks claims against your site. The report ranks competitors AI names, quotes contradictions beside your site's text, checks 10+ AI crawlers, and gives a scored fix plan with paste-ready JSON-LD, FAQs and llms.txt. Customers increasingly ask AI who to choose; businesses don't know if AI names them, recommends competitors, or states wrong facts about them. Built for: Business owners, including small and local businesses, who want a clear answer and fix list rather than a monitoring subscription. Main features: Queries 10 AI models with web search on; 5+ customer questions per model, 50+ answers; Competitors ranked by how often AI names them; Contradictions quoted beside your website text; Score out of 100: Visibility, Accuracy, Sources, Access; 10+ AI crawler access checks.
This is what Preferly's page looks like claimed
Everything below fills in from the founder's answers or their ListingBro Listing Kit. Nothing to write twice.
- Features, use cases and FAQ, marked up for search
- Pricing, free trial and launch offer
- Founder bio, maker comment and interview story
- Visitors' questions sent to you, with their email
- A permanent dofollow link from a DR 35 site
