# Preferly is on Product Hunt: see what AI says about your business

> See what AI tells customers about your business. Try Preferly's free 3-model check, or get a 10-model audit and prioritized fixes for $99 once.

Canonical: https://www.preferly.ai/blog/launch
Published: 2026-11-09
Last updated: 2026-11-09

By the Preferly team

Preferly is live on Product Hunt. If you've wondered what AI tells potential customers about your business, you can start with a free check across 3 AI models.

[Start your free check](https://www.preferly.ai/start).

## See the answers, then decide what to fix

A customer can ask AI for a business recommendation without ever visiting your website. Checking your search rankings alone doesn't show you what that answer says.

Preferly asks customer-style questions and turns the responses into an audit you can act on. The full audit covers 10 AI models and helps you see:

- Whether the answers recommend your business, and which competitors they mention instead.
- Where AI contradicts your website, with the evidence alongside the claim.
- Whether AI crawlers can reach and read your site.
- Which fixes to prioritize, with paste-ready code and an AI Fix Pack.

The point is to move from "what does AI say about us?" to a concrete list of things to check and change.

## Free check or full audit

The **free check covers 3 AI models**. It's a starting point for understanding how your business appears in AI answers.

The **[full $99 AI visibility audit](https://www.preferly.ai/ai-visibility-audit)** covers 10 AI models and costs $99 once. There's no subscription. It adds the fuller report and prioritized fix plan for owners who want to work through what the audit finds.

You can [read the example report](https://www.preferly.ai/example) before buying. It uses a fictional example business with names and some results changed; it is not evidence of a customer's outcomes.

## A snapshot, not a promise of recommendations

AI answers vary by question, model and time. An audit is a snapshot of the tested answers, not a census of every answer a customer might see. API responses can differ from the consumer apps.

Fixing a website's access or information problems does not guarantee that an AI service will recommend it. Preferly shows what it tested and gives you a practical starting point. Our [methodology](https://www.preferly.ai/methodology) explains the scope and limitations.

## Tell us what you'd want to check

We're sharing Preferly on Product Hunt to hear which questions business owners most want answered. What would you ask AI about your own business: whether it recommends you, whether it describes your services accurately, or whether it can read your site at all?

[See Preferly on Product Hunt](https://www.producthunt.com/products/preferly?launch=preferly).

[Start your free check](https://www.preferly.ai/start) · [See an example report](https://www.preferly.ai/example) · [Compare the free check and full audit](https://www.preferly.ai/pricing)