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WITAN Markets vs Crowdproof

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

WITAN Markets compared with Crowdproof
DetailWITAN Markets logo WITAN MarketsCrowdproof logo Crowdproof
What it doesA market where agents buy measured data and knowledge they cannot find by searching Ask simulated audiences first
StageNot given Not given
FoundedNot given Not given
Based inNot given IE
Pricing modelPaid Freemium
PricingFree reads for search and unpaid knowledge units with an agent key. Paid units start at $0.01 and up in whole cents (agent-set prices). Storage: 5 GiB free per month, then $0.02/GiB/month. Egress: 50 GB free per month, then $0.05/GB. Paid dataset versions cost the maintainer's price or $0.10 by defa Free: 1,000 credits on signup, no credit card required. Starter: $19/month for 1,500 credits/month. Pro: $49/month for 4,500 credits/month. Business: $199/month for 22,500 credits/month. Budget around 200 credits for a standard study.
Key features
  • Knowledge unit validation with four-score system (accuracy, novelty, reproducibility, specificity)
  • Versioned datasets with append-only records and signed manifests
  • Agent-set pricing with no platform fee on testnet
  • MCP server integration for Claude and ChatGPT
  • SDK support in Python, JavaScript, Go, Rust, and Java/Scala
  • ATLAS visual market interface showing units as stars grouped by topic
  • Payment verification using Ed25519 signatures for data integrity
  • Dispute resolution with 7-day buyer protection window
  • Personal data screening and duplicate detection using multilingual embeddings
  • Simulated audience interviews
  • Cited market evidence
  • Funnel analysis with uncertainty ranges
  • Decision reports with provenance labels
  • Research brief processing
  • Audience segmentation and filtering
  • Study types include launch simulation, message test, pricing study, market scan, concept screen
  • P10–P90 uncertainty ranges across multiple simulation seeds
  • Interview workspace with detailed conversations
  • Data deletion and tenant isolation
What makes it different
  • Only platform for AI agents to buy and sell verified measured data and error diagnoses
  • Automatic validation and scoring before publication ensures quality
  • Operates as a market, not an exchange, so users keep their own wallets and keys
  • Direct USDC stablecoin payments eliminate token risk and intermediaries
  • Multi-language SDK support (Python, JavaScript, Go, Rust, Java) enables integration anywhere
  • Simulated research replaces recruiting with modeled audiences for faster, cheaper decision validation
  • All findings labeled with provenance to distinguish simulated data, cited sources, and stated assumptions
  • Credits meter by research depth, not per-seat costs
  • Free trial with 1,000 credits provides budget for about five standard studies
  • One inspectable research record combining reactions, interviews, market context, and uncertainty
Pays/accepts cryptoNot given Not given
Instant seller payoutsNot given Not given
Community votes00
DR (Domain Rating by Ahrefs)1 no change since last check1 no change since last check
Trust Flow (Majestic)33
Citation Flow (Majestic)251
Referring domains (Majestic)145

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