Preuve AI vs Lightrun
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Preuve AI compared with Lightrun
| Detail | 
Preuve AI | 
Lightrun |
|---|
| What it does | AI startup idea validator that scans 60+ live data sources to generate a viability score and map competitors before you build
| AI agents with operational context to prevent and resolve failures across enterprise software, systems, and processes
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| Stage | Startup
| Established
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| Founded | 2026
| 2019
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| Based in | FR
| Not given
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| Pricing model | Freemium
| Not given
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| Pricing | Free: Reality Check (60-second scan with viability score and 2 competitor previews). Founder Report: $59 one-time, includes Sentinel market monitoring for 3 months, business plan PDF, and 200 bonus credits. 2-Report Pack: $89 ($44.50 each). 5-Report Pack: $199 ($39.80 each). Investor-Ready Package:
| Free Plan at $0 with limited Lightrun AI SRE features; Pro and Enterprise plans available at custom pricing by contacting sales.
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| Key features | - 10 AI agents analyze 60+ live data sources in parallel
- Viability score 0-100 backed by live market data
- Map up to 15 competitors with funding, pricing, and weaknesses
- Market sizing with TAM, SAM, SOM methodology
- Every claim linked to source URL for verification
- 3 pivot recommendations ranked by score improvement potential
- Business plan PDF export ready for banks and investors
| - AI agents with operational context across software, systems and business processes
- Custom agents tailored to enterprise landscape including legacy services
- Approval gates and confidence thresholds for agent actions
- Enterprise compliance with ISO 27001 and SOC 2 Type II certification
- TLS 1.3 encryption in transit and AES-256 encryption at rest
- Dynamic telemetry and performance metrics collection
- Multi-instance debugging for Kubernetes and Serverless
- IDE plugins for IntelliJ, PyCharm, WebStorm and VS Code
- PII redaction and data privacy controls
- Reduced MTTR from hours to minutes
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| What makes it different | - Data-driven viability score where only 17.5% reach launch-ready threshold, unlike tools that give everyone a green light
- One-time $59 payment with no subscription required
- Concurrent verification across multiple AI model runs until verdict converges
- Founder support with average response under 4 hours on business days
| - Only platform combining AI agents with full operational context of enterprise systems
- Reduces incident resolution time by 90%
- Works across legacy systems, SAP and modern platforms
- 763% ROI and $5.62M NPV over three years
- Enterprise-grade security with logical tenant separation and AI sandboxes
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 54 ● no change since last check | 65 ● no change since last check |
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| Trust Flow (Majestic) | 11 | 14 |
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| Citation Flow (Majestic) | 35 | 35 |
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| Referring domains (Majestic) | 419 | 569 |
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6 details filled in for both companies.
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