TrustScope vs Onthos
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
TrustScope compared with Onthos
| Detail | 
TrustScope | O
Onthos |
|---|
| What it does | See what's really behind a Google rating
| Dynamic ontology for financial markets
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| Stage | Startup
| Not given
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| Founded | 2026
| Not given
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| Based in | DE
| GB
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| Pricing model | Free
| Not given
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| Pricing | Not given
| Not given
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| Key features | - Unusual pattern detection for suspicious review clustering
- Google-removed review discount to account for deleted content
- Aspect radar showing quality scores for venue-specific topics
- Review quality signals displayed as percentages
- Browser extension integration with Google Maps
- Auto-refreshing analysis every 3 weeks
- Coverage of 12 venue categories including restaurants, hotels and clinics
| - 200+ thematic factors for stock return decomposition
- Fundamental and statistical factor models
- Daily global point-in-time factors
- API, MCP and bulk data feed access
- Concept2Universe thesis-to-universe conversion
- Industry classification for public and private companies
- Connected knowledge from internal documents and sources
- NLP pipeline and AI agent integration
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| What makes it different | - Published, repeatable methodology with all formulas and thresholds publicly available
- No personal data collection or tracking required
- Direct integration into Google Maps showing analysis without leaving the platform
- Completely free with no freemium limitations on core analysis features
| - Living, dynamic ontology that evolves with market changes
- Unique thematic factor approach beyond traditional models
- Every fact linked to supporting evidence source
- Infrastructure for enterprise knowledge graph without building NLP systems
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | 36 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 7 | 8 |
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| Citation Flow (Majestic) | 23 | 32 |
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| Referring domains (Majestic) | 12 | 62 |
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4 details filled in for both companies.
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