What Tablif read on Preferly's site
Preferly describes itself as: “Preferly: AI visibility audit for your business”
- Price model: One-time · free tier
- Free tier: Free up to a limit
- Stage: Live, no waitlist
- How it differs: “We only flag a contradiction when we can quote the part of your site that disagrees, so you can see which source needs updating.”
What it is
Calls itself “AI visibility audit”.
- Calls itself: AI visibility audit
“AI visibility audit for your business”
Where it puts itself
Rules out “sales call” and “subscription”.
- Says it will not: sales call · subscription
“We only flag a contradiction when we can quote the part of your site that disagrees, so you can see which source needs updating.”
“No subscription, no sales call”
What it costs
One-time purchase. A free tier up to a usage limit. No monthly or yearly plan. Prices quoted: $99.
- One-time: yes
- Monthly: no
- Yearly: no
- Free plan: free up to a limit
- Price: $99
“Full report $ 99 , no subscriptions .”
“No subscription, no sales call”
“$99 once, no subscription”
Who it sells to
Sells to businesses. Built for small businesses.
- Sells to: businesses
- Company size: small businesses
“The questions business owners are asking themselves right now”
How it runs
A web app. Hosted in the cloud. Offers an API. AI is the core of the product. Built with Umami.
- Kind: web
- Runs where: cloud / hosted
- API: yes
- AI role: core to the product
- Analytics: Umami
“Just enter your website.”
“Today we ask 10 AI models through their APIs”
What it works with
Integrates with ChatGPT, Claude Opus, DeepSeek and 5 more.
- Integrates with: ChatGPT · Claude Opus · DeepSeek · +5
“Today we ask 10 AI models through their APIs: ChatGPT, Gemini, Claude Opus, Grok, Meta Muse Spark, DeepSeek, Qwen, Kimi, NVIDIA Nemotron and GLM.”
“Via the Grok model behind it . We use the answers from the model that powers it.”
What it offers as proof
Live, no waitlist. Claims “45%”. Publishes a case study. Trying it asks for an email. Publishes docs and a blog.
- Number claimed: 45%
- Case study: yes
- Instant signup: yes
- Trial asks for: an email address
“Start your free check”
“Your email We’ll send a 6-digit code to start the check.”
Sources
Tablif read these pages, last on 5 Nov 2026. Everything above is what the product says about itself; Tablif does not verify every claim.
Similar products in Tablif Town
- AI Visibility Audit: Checks if ChatGPT, Grok & other AI tools recommend your SaaS
- AI Visibility Checker: Open-source audit for SEO, AI search and AI agents
- citeshine-audit: Find what AI gets wrong about your brand
- Citeably: See where AI recommends your brand, or picks rivals.
- AI Visibility: See what AI says when buyers ask who to hire
- AI Perspective: See what AI models understand about your website
- CiteScan: Know if AI engines cite your site — or your rivals
- ShownInAI: AI search visibility checker for SaaS — see if AI recommends