battles / Fraud

Eye4Fraud vs Forter

Eye4Fraud ($500/mo/mo, vibe code 3/10) vs Forter ($10,000/mo/mo, vibe code 4/10). 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

$10,000/mo/mo

Vibe code4/10
Moat9/10
MVP
2-3 weeks
Full replacement
12-18 months
get the build prompt

price gap / year

$114,000/mo

running both / year

$126,000/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

Forter

AI can build an e-commerce device fingerprinting script, rule engine, and risk-scoring API in a few weeks. However, enterprise merchants pay Forter $120k+/year primarily for chargeback indemnification and a trillion-dollar network graph, neither of which can be replaced by software alone.

you can rebuild

  • Real-time browser and device fingerprinting JavaScript SDK
  • IP reputation scoring, proxy/VPN detection, and datacenter IP identification
  • Configurable risk-scoring engines and custom rule builders
  • Address Verification System (AVS) and Card Verification Value (CVV) mismatch logic
  • Order status API hooks for platform integrations (Shopify, Magento, WooCommerce)

what you lose

  • 100% Chargeback Financial Guarantee: Forter pays out of pocket for any approved order that results in a fraud dispute.
  • The Global Identity Network: Instant detection of professional fraud syndicates operating across multiple distinct enterprise storefronts.
  • Issuer-side 3DS Optimization: Automated conversion boosts through direct data pipelines into issuing bank authorization engines.
  • Zero manual review overhead: Entirely automated decisioning backed by legal indemnity.
  • PCI-DSS Level 1 managed infrastructure for sensitive payload inspection.

real moats

  • Financial guarantee balance sheet: Forter acts as an insurance underwriter for chargebacks; code cannot replicate financial risk absorption.
  • Proprietary cross-merchant global identity graph analyzing hundreds of billions of dollars in transaction data.
  • Direct partnerships with major card networks (Visa, Mastercard) and issuing banks for 3DS liability shift optimization.

Questions people ask

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

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 Forter?

Eye4Fraud at $500/mo/mo for a typical mid-market store. The gap between the two is about $114,000/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 Forter?

100% Chargeback Financial Guarantee: Forter pays out of pocket for any approved order that results in a fraud dispute. The Global Identity Network: Instant detection of professional fraud syndicates operating across multiple distinct enterprise storefronts. Issuer-side 3DS Optimization: Automated conversion boosts through direct data pipelines into issuing bank authorization engines.

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