Preuve AI vs Custodian Labs

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 Custodian Labs
Detail	Preuve AI	Custodian Labs
What it does	AI startup idea validator that scans 60+ live data sources to generate a viability score and map competitors before you build	Deploy production-grade AI agents in 2 minutes with built-in PII protection
Stage	Startup	Not given
Founded	2026	Not given
Based in	FR	NZ
Pricing model	Freemium	Freemium
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:	Basic (Free): 100k tokens, 1k requests, GPT-6 Luna, email and community support. Starter: $19/month (was $49): 1m tokens, 10k requests, all models with newest first, priority 24/7 support, direct roadmap input, monthly 1:1 product call, free compliance assessment. Custom: contact for enterprise need
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	Guardian Layer PII protection with remove, mask, transform or detect options Support for over 100 AI models including OpenAI, Anthropic, Google, Mistral and open-source Build with Python, JavaScript or visual no-code builder Multi-agent routing with specialized agents on different models Tools including web search, Gmail, X, URL scraping and document parsing Built-in knowledge base with automatic retrieval, embeddings and citations Zero infrastructure deployment with hosted endpoint and auto-scaling Session memory included in deployments Bring your own API key or use Custodian-managed models Custom entity types for PII protection
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	Guardian Layer proprietary PII protection keeps context while protecting sensitive data Deploy production agents in 2 minutes with no infrastructure setup One-line model switching across 100+ models without changing agent logic Complete support agent with knowledge base and memory in 6 lines of code Built-in multi-agent routing for specialized agent teams
Community votes	0	0
DR (Domain Rating by Ahrefs)	54 −1 (down) since last check	3 no change since last check
Trust Flow (Majestic)	11	9
Citation Flow (Majestic)	35	23
Referring domains (Majestic)	419	52

6 details filled in for both companies.

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