| What it does | Compare 500+ LLM API prices across direct APIs and endpoints, calculate monthly costs
| Human-run AI visibility audits for brands across ChatGPT, Perplexity, Google, Claude, and Grok
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| Stage | Not given
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| Pricing model | Free
| Paid
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| Pricing | Not given
| HiBot Pulse: $199 one-time (25 questions, 3 AI engines, 1 run each), or $159 per audit on monthly/quarterly recurring plan. HiBot Panorama: $499 one-time (50 questions, 5 AI engines, 2 runs each averaged), or $399 per audit on monthly/quarterly recurring plan. All plans include 30-day money-back gua
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| Key features | - Compare 500 price listings across 383 model identities
- Monthly workload cost calculator with caching and batch billing
- Source-labeled pricing from direct APIs and endpoints
- Find cheaper model alternatives with technical requirements filter
- Compare up to four models side-by-side with same workload
- Endpoint preference options: direct API, Groq, Together AI, Cerebras, OpenRouter
- Model creator filtering across 58 creators
- Price history and daily updates
- Model pages with capabilities and source-backed details
| - ANSWER framework scoring: Appearance, Nomination, Showdown, Worth, Expertise, Reputation
- False claims and hallucination detection
- Competitive standing and share of voice tracking
- 90-day prioritized roadmap with recommendations
- Multi-language support: 26 languages
- Integration with Slack, Asana, Trello, Jira
- White-label report option for agencies
- Trend tracking across multiple audit runs
- MCP server integration for AI assistants
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| What makes it different | - Source-labeled pricing prevents hidden markup by identifying direct vs third-party prices
- Independent and unaffiliated with OpenAI, Anthropic, Google, or other providers
- Automated updates validated before publication to ensure data accuracy
- Normalizes prices into consistent per-one-million-token format for fair comparison
- Separate display of direct prices from third-party endpoint pricing
| - Human-run audits capture answers the way customers actually see them, in logged-out sessions, not through APIs or logged-in accounts
- Fixed price per audit rather than monthly subscription model
- ANSWER framework grounded in McKinsey's Consumer Decision Journey
- 30-day money-back guarantee on all audits
- Free question discovery tool shows questions your customers ask AI
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | 7 ▼ −1 (down) since last check |
| Trust Flow (Majestic) | 3 | 3 |
| Citation Flow (Majestic) | 20 | 13 |
| Referring domains (Majestic) | 5 | 41 |