battles / Fraud

Eye4Fraud vs Vesta

Eye4Fraud ($500/mo/mo, vibe code 3/10) vs Vesta ($1,500/mo/mo, vibe code 3/10). Eye4Fraud 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

easier to rebuild

get the build prompt
KEEP

Fraud

$1,500/mo/mo

Vibe code3/10
Moat8/10
MVP
1 week
Full replacement
Never, due to chargeback financial underwriting and proprietary global risk network
get the build prompt

price gap / year

$12,000/mo

running both / year

$24,000/mo

our call

Start with Eye4Fraud — 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

Vesta

While building a device fingerprint collector and rule-based risk dashboard takes days, Vesta's core offering is zero-liability financial guarantees and cross-merchant network signals. AI agents cannot generate financial underwriting balance sheets or billions of historical fraud data points.

you can rebuild

  • Basic rule-based risk scoring engine (velocity, country blocklists)
  • Client-side device fingerprinting collector script
  • Order approval and rejection queue for manual review
  • IP geolocation, proxy, and VPN detection API integration
  • Threshold-based 3D Secure dynamic triggers

what you lose

  • 100% zero-liability chargeback reimbursement guarantee
  • Cross-merchant consortium dataset tracking fraudsters across thousands of stores
  • Machine learning models trained on billions of historical card transactions
  • Automated chargeback evidence submission and dispute handling
  • Dedicated fraud analyst teams and custom enterprise risk models

real moats

  • Financial balance sheet supporting chargeback indemnification
  • Global cross-merchant graph dataset linking identities, devices, and cards
  • Proprietary ML models trained on real-world dispute outcomes

open source escape hatches

Questions people ask

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

Eye4Fraud. It scores 3/10 on vibe code with a moat of 6/10, so an AI-assisted MVP takes about 1 week and a full replacement about Never — chargeback financial liability cannot be replaced with software.

Which one costs less, Eye4Fraud or Vesta?

Eye4Fraud at $500/mo/mo for a typical mid-market store. The gap between the two is about $12,000/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 Vesta?

100% zero-liability chargeback reimbursement guarantee Cross-merchant consortium dataset tracking fraudsters across thousands of stores Machine learning models trained on billions of historical card transactions

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