| What it does | Citations, built for AI agents
| Security checks for AI-built apps before launch
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| Stage | Not given
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Freemium
| Freemium
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| Pricing | 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.
| Free: All checks, terminal and JSON output, exit codes for CI. Pro: £99/year or £12/month, includes HTML reports, scan history, comparison features, priority support, 2 machines. Agency: £349/year, includes white-label reports, scan multiple projects in one report, 10 machines.
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| Key features | - 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
| - Detects leaked secrets including API keys, passwords, and LLM keys in browser code
- Checks database and storage security including row-level security policies and open Firestore rules
- Identifies API route and payment vulnerabilities including missing auth checks and unverified webhooks
- Detects AI and agent security issues including system prompt injection and unsafe model output rendering
- Scans dependencies for known vulnerabilities using OSV database
- Runs entirely locally with code never leaving your machine
- Works offline and integrates with CI pipelines using environment variables
- Provides fix suggestions and AI-ready prompts for each finding
- Supports multiple frameworks including Next.js, React, Vue, Svelte and platforms like Supabase, Firebase, Stripe
- Generates shareable HTML reports and tracks scan history with Pro plan
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| What makes it different | - 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
| - Designed specifically for security gaps that AI coding tools create
- Code never leaves your machine, with zero uploads required
- Low false alarms through context-aware checking of actual code behavior
- Free tier includes all core checks with no limitations
- Source-available license with code readable on GitHub
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 2 ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 3 | 0 |
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| Citation Flow (Majestic) | 16 | 0 |
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| Referring domains (Majestic) | 36 | 0 |
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TokenPath
Seaworthy