Chatbeat vs Preferly

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Chatbeat compared with Preferly
Detail	Chatbeat	Preferly
What it does	Track your brand's visibility across AI chatbots like ChatGPT, Gemini, and Perplexity	AI visibility audit for your business
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	PR
Pricing model	Freemium	Paid
Pricing	Free 10-day trial (no credit card required). Essential: $99/month for 30 prompts, 1 project, 2 seats. Advanced: $249/month for 100 prompts, unlimited projects and seats. Business: $599/month for 300 prompts, unlimited projects and seats. Enterprise: Custom pricing, billed annually, with unlimited pr	Free check: $0, covers 3 AI models with 5 customer questions, score out of 100, and top fix. Full report: $99 paid once, covers 10 AI models, 5+ questions each, competitor rankings, contradictions, and AI Fix Pack with paste-ready code. Includes one free re-scan within 30 days.
Key features	Track brand visibility across ChatGPT, Gemini, Perplexity and other AI models Competitive visibility measurement and share of voice analysis Suggested prompts discovery for high-impact queries Key sources analysis to identify what influences AI answers Sentiment analysis tracking positive, neutral, and negative mentions Context analysis showing how brand is described and compared Real AI data based on actual AI model responses Looker Studio integration for data export White-labeled client reporting for agencies	Checks 10 leading AI models: ChatGPT, Gemini, Claude Opus, Grok, Meta Muse Spark, DeepSeek, Qwen, Kimi, NVIDIA Nemotron and GLM Asks 5+ customer questions per model with web search enabled Ranks competitors named by AI models Shows where AI contradicts your website with quoted evidence Tests whether 10+ AI crawlers can reach and read your site Includes one free re-scan within 30 days
What makes it different	Analyzes over 25 billion real online mentions to understand what fuels AI model responses Brands report 47% average growth in AI visibility Tracks real customer-like questions across major AI platforms Get started in minutes with free trial, no credit card required Daily AI response analysis from 2,700 to unlimited depending on plan	Free check available immediately without entering payment details Full refund if report finds no fixes Ready-to-implement code fixes with paste-ready JSON-LD and FAQ copy Transparent crawler that never submits forms or bypasses protections
Community votes	0	0
DR (Domain Rating by Ahrefs)	40 no change since last check	4 no change since last check
Trust Flow (Majestic)	13	4
Citation Flow (Majestic)	32	18
Referring domains (Majestic)	127	9

6 details filled in for both companies.

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