battles / Fraud

Eye4Fraud vs Subuno

Eye4Fraud ($500/mo/mo, vibe code 3/10) vs Subuno ($149/mo/mo, vibe code 6/10). Subuno is the easier one to rebuild yourself — here is what you lose either way.

Fraud

$500/mo/mo

Vibe code3/10
Moat6/10
MVP
1 week
Full replacement
Never — chargeback financial liability cannot be replaced with software
get the build prompt →
NICHE

Fraud

$149/mo/mo

Vibe code6/10
Moat3/10
MVP
1 week
Full replacement
6-12 months, due to third-party API integration maintenance and continuous rule optimization

easier to rebuild

get the build prompt →

price gap / year

$4,212/mo

running both / year

$7,788/mo

our call

Start with Subuno — highest vibe code, weakest moat.

Eye4Fraud

Building a rule engine for fraud scoring in Cursor takes days, but Eye4Fraud's core value is financial insurance and global intelligence. AI cannot write checks to cover $5,000 chargeback disputes when a stolen card slips through custom rules.

you can rebuild

  • Basic order risk scoring engine
  • Rules-based transaction flagging (AVS, CVV, IP matching)
  • Customer order review dashboard for operations staff
  • Email notifications for suspicious order holds
  • E-commerce platform webhook listeners for pending orders

what you lose

  • 100% chargeback guarantee and financial reimbursement
  • Cross-merchant network intelligence on stolen identity reuse
  • Human fraud analyst manual review service
  • Automated dispute handling and representation with banks
  • Device fingerprinting database across thousands of stores

real moats

  • Financial underwriting capacity to absorb chargeback losses
  • Proprietary cross-merchant fraud graph and device telemetry
  • Human analyst operations network for edge cases

open source escape hatches

Subuno

Subuno's underlying tech is an IF/THEN rules engine connected to third-party identity/risk lookup services. Rebuilding the UI and rule execution in Node.js is trivial, but maintaining contracts, schema mappings, and API keys for a dozen external fraud vendors is not worth the overhead for most merchants.

you can rebuild

  • Custom IF/THEN rule engine for flagging high-risk orders
  • Manual order review queue with approve/reject actions
  • Email alerts and webhook triggers for flagged transactions
  • Basic IP geolocation and address verification (AVS) checks
  • Custom merchant-defined whitelists and blacklists

what you lose

  • Pre-integrated access to 15+ external fraud data providers
  • Unified billing and unified payload normalization across third-party identity APIs
  • Cross-merchant shared bad-actor detection network
  • Zero-maintenance e-commerce store platform plugins
  • Turnkey automated order status updating in connected store platforms

real moats

  • Aggregated integration maintenance across a broad mesh of specialized risk APIs
  • Cross-merchant shared blacklists and fraud signal history
  • Low subscription fee relative to managing multi-vendor API overhead directly

open source escape hatches

Questions people ask

Which is easier to rebuild with AI, Eye4Fraud or Subuno?

Subuno. It scores 6/10 on vibe code with a moat of 3/10, so an AI-assisted MVP takes about 1 week and a full replacement about 6-12 months, due to third-party API integration maintenance and continuous rule optimization.

Which one costs less, Eye4Fraud or Subuno?

Subuno at $149/mo/mo for a typical mid-market store. The gap between the two is about $4,212/mo a year.

What do I lose if I replace Eye4Fraud?

100% chargeback guarantee and financial reimbursement Cross-merchant network intelligence on stolen identity reuse Human fraud analyst manual review service

What do I lose if I replace Subuno?

Pre-integrated access to 15+ external fraud data providers Unified billing and unified payload normalization across third-party identity APIs Cross-merchant shared bad-actor detection network

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