| What it does | Free Steam game recommender that ranks games against your library and what players are saying in reviews
| The credential layer for AI agents
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| Stage | Startup
| Startup
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| Founded | 2025
| 2026
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| Based in | Not given
| ES
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| Pricing model | Free
| Freemium
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| Pricing | Not given
| Free: 1 agent, 30 runs/month, public scoring only. Pro: unlimited agents, 1,000 runs/month, private runs, $120/year or $12/month. Team: unlimited agents, 5,000 runs/month, 5 seats, $261/year or $29/month. Enterprise: 25,000 pooled runs/month, SSO, SCIM, from $499/month billed annually.
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| Key features | - Collaborative filtering recommendation algorithms
- Review-mined vibe graph with 129,000+ edges
- Steam Deck compatibility filtering
- Hidden gem discovery
- No login required for anchor mode
- Daily catalogue refresh from Steam APIs
- Transparency with reasons behind each recommendation
- Analyzes 18 million+ player libraries
| - Standardised work sample testing with composite scoring (40% success, 30% latency, 30% cost)
- Five-axis diagnostic radar (correctness, latency, cost, tool efficiency, robustness)
- Ed25519-signed certificates with public key verification
- Hiring Frontier cost-per-task analysis across model candidates
- Embedded badge rendering for README files
- Private screening (Pro plan and above)
- Team workspaces with up to 5 seats
- CSV and PDF export
- API access with rate limits
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| What makes it different | - Recommendation rankings based on what you actually play, not popularity
- No ads, sponsors, or revenue-based ranking
- Built by a single independent developer with no investors
- Gameplay vibes extracted from actual player reviews
- Private data handling with no personal data sales
| - Standardised testing ensures scores are comparable, not self-reported
- Free forever for public scoring with no credit card required
- Model-agnostic testing works with any LLM provider
- Screening completes in under 5 minutes
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 1 ▲ +1 (up) since last check | 1 ● no change since last check |
| Trust Flow (Majestic) | 0 | 0 |
| Citation Flow (Majestic) | 20 | 19 |
| Referring domains (Majestic) | 9 | 10 |