| What it does | AI-powered forensic pricing intelligence to find hidden fees in contracts, invoices, and financial documents
| Citations, built for AI agents
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| Stage | Startup
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| Founded | 2025
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| Based in | Not given
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| Pricing model | Paid
| Freemium
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| Pricing | $15 one-time analysis, no subscription required
| Free tier for small requests with no API key required; 10 million free tokens to start; $1 per million tokens for pay-as-you-go, with discounts available at volume or with annual commitments; failed requests are never charged.
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| Key features | - Hidden fee detection across contracts, invoices, estimates, bills, and financing documents
- Plain-language risk reports with negotiation leverage points
- Support for multiple document formats: PDF, image, Word, and text
- Secure encrypted document processing without AI training use
- Negotiation support with questions to ask providers
| - Token-level attribution with confidence scores
- Works with any AI model without access to weights or internals
- Processes documents up to 1 million tokens
- Returns results in under 2 seconds for 20,000-token documents
- On-premise and air-gapped deployment options
- PDF support with character-level mapping
- Supports 23+ languages including Indian languages
- Chrome browser extension for page and PDF tracing
- Raw token-by-token heatmaps available via API
- No data logging or training on request content
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| What makes it different | - Forensic pricing intelligence that goes beyond keyword scanning to understand how pricing systems function structurally
- One-time $15 analysis with no subscription or recurring charges
- Documents are not used for AI training, with secure encrypted processing
- Results delivered in minutes with plain-language explanations
- Identifies negotiation leverage points and specific questions to ask providers
| - Measures attention directly from the model's computation rather than asking the model to cite itself, providing verifiable attribution
- Achieves frontier-grade citation quality at 7x lower cost and 5-6x faster than alternatives
- Never confused by duplicate facts—identifies the exact occurrence the answer used even when values appear multiple times
- Lands on exact tokens down to character level, not just document chunks
- Works on any model's output post-generation without modifying inference pipeline
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 2 ● no change since last check | 2 ● no change since last check |
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| Trust Flow (Majestic) | 0 | 3 |
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| Citation Flow (Majestic) | 19 | 16 |
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| Referring domains (Majestic) | 13 | 36 |
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DetectHiddenFees
TokenPath