| What it does | AI visibility intelligence platform for tracking and optimizing brand citations across ChatGPT, Perplexity, Gemini, and Claude
| An intervention brief for earning AI citations and recommendations by making your brand legible, retrievable, and credible inside AI-driven discovery
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| Stage | Startup
| Startup
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| Founded | 2024
| 2024
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| Based in | FR
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| Pricing model | Not given
| Open source
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| Pricing | Free plan available with 1 project and 5 tracked prompts. Starter: $189/month with 1 project, 50 tracked prompts, 10 AEO page generations/month, 10,000 product pages audited. Pro: $589/month with 5 projects, 200 tracked prompts, 50 AEO page generations/month, 50,000 product pages audited. Enterprise
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| Key features | - AI crawler intelligence monitoring GPTBot, ClaudeBot, and Perplexity bots in real-time
- Citation tracking across 14+ LLMs including ChatGPT, Claude, Gemini, Perplexity, and Grok
- Dynamic schema injection including FAQPage and Knowledge Graph optimization
- Competitor visibility benchmarking and Share of Voice analysis
- Sentiment defender and hallucination detection across AI engines
- Server-to-server conversion tracking from AI referrals to Stripe and Shopify
- E-commerce product page audits scanning up to 100,000+ pages
- Visual AEO tracking for image and diagram citations in multimodal LLMs
- Brave Search automatic sync for Claude citation optimization
| - Evidence-backed intervention briefs with multiple decision alternatives
- Separate checks for execution and outcome testing
- Integration with Machine Relations Index (MRI) for source research
- MCP connection for developers and REST API access
- Source-fit shortlists and publication recommendations
- GEO, AEO and AI visibility assessment
- Bounded content and discovery investigation
- Research asset application and outcome measurement
- Public category and source evidence without invented certainty
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| What makes it different | - Purpose-built for AI era, not traditional SEO bolted on with manual checks and no structured measurement
- Tracks zero-click generative answers and measures semantic sentiment inside conversational AI models, not just Google's 10 blue links
- Automatic AI crawler detection and dynamic schema injection in milliseconds for RAG indexing
- Trust Math engine with 5-tier source authority classification and multi-source anti-hallucination verification
- Deterministic conversational referral attribution protocol with 1KB cookieless pixel and Server-to-Server webhooks to Stripe and Shopify
| - Structured intervention framework with evidence-backed alternatives instead of single recommendations
- Directly integrated with Machine Relations Index for peer-reviewed citation research
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 2 ▼ −1 (down) since last check | 50 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 4 | 14 |
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| Citation Flow (Majestic) | 19 | 45 |
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| Referring domains (Majestic) | 10 | 313 |
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AnswerShaper
Machine Relations Skill & Plugin