AI//COST vs Chatbeat
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
AI//COST compared with Chatbeat
| Detail | 
AI//COST | 
Chatbeat |
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| What it does | Independent pricing intelligence for LLM APIs across every major AI model
| Track your brand's visibility across AI chatbots like ChatGPT, Gemini, and Perplexity
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| Stage | Startup
| Not given
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| Founded | 2026
| Not given
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| Based in | GB
| US
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| Pricing model | Free
| Freemium
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| Pricing | Not given
| 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
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| Key features | - 340 LLM models tracked across 35 providers
- Manual vendor-canonical price verification with dated timestamps
- Per-model pricing hubs with input, output, and cached-input rates
- AI agent cost analysis and pricing
- Public correction log and transparent methodology
- Blended effective cost calculation with configurable cache hit rates
| - 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
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| What makes it different | - Every number manually verified against vendor canonical pricing pages, never scraped or automated
- All prices dated and linked to the exact source URL checked
- Founder-verified editorial with published transparency on methodology and corrections
- Independent operator with no silent edits and public corrections log
| - 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
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 26 ▲ +1 (up) since last check | 40 ● no change since last check |
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| Trust Flow (Majestic) | 14 | 13 |
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| Citation Flow (Majestic) | 32 | 32 |
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| Referring domains (Majestic) | 111 | 127 |
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5 details filled in for both companies.
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