Dispute split by fraud type
6 months of your disputes sorted into stolen-card fraud and claims from real buyers, matched to order and delivery history.
The Problem
Chargebacks From Customers Who Got Their Orders
Combating intentional friendly fraud chargeback abuse takes 3 prevention strategies: know who disputes, save proof on every order, and answer with the evidence issuers check.
01 · Porch claims
A delivered order comes back as an item not received dispute.
Delivery scans, IP address, device, and terms acceptance are saved on every order.
02 · Lost disputes
You send tracking, and the issuer still sides with the cardholder.
Evidence packets are ready when a dispute lands, shaped by the claim.
03 · Repeat buyers
The same buyer orders again because your store doesn't remember.
Customers behind past disputes get tagged, so their next order gets flagged.
04 · Safe scores
Your fraud screening scores these buyers as safe customers.
Flags target your customers with dispute history, not unusual first-time buyers.
A repeat buyer has ordered from you 6 times. Their 7th order shows delivered to the porch on Tuesday, and on Friday their bank files an item not received dispute. You send tracking, the issuer still sides with the cardholder, and the fee sticks. Next month the same buyer orders again, because nothing in your store remembers. Your fraud screening scores them as safe, because they look exactly like your best customers.
We start by splitting 6 months of your disputes into stolen-card fraud and claims from real buyers, then tag every customer behind one. Their next order gets flagged at your checkout for review, a signature, or a block. Your store also saves the proof issuers ask for on every order: IP address, device, delivery scan, and terms acceptance. When a dispute lands, your packet is ready instead of rebuilt from memory.
Disputers remembered
Your customers behind past disputes get tagged, so their next order is flagged before it ships.
Proof saved on every order
IP address, device, delivery scan, and terms acceptance are stored when the order is placed.
Rules that spare good buyers
Flags target your customers with dispute history, not first-time buyers who just look unusual.
Our Friendly Fraud Process
From Dispute Split to Flagged Repeat Disputers in Five Steps
You see how much of your loss comes from customers who got their orders. You approve every rule, then watch it tested on your past orders.
We sort 6 months of your disputes into stolen-card fraud and claims from real buyers, using reason codes, delivery records, and each buyer's order history. You see how much of your loss comes from customers who got their orders.
What's Included
What You Get With Abuser Detection and Proof Capture
Every setup covers the split, the linking, the flags, and the proof, so you know who disputes and hold evidence before they try again.
Compare Options
DeveloperLook vs a Fraud Scoring App vs a Dispute Service
A fraud scoring app stops stolen cards. A dispute service fights claims after they land. Neither remembers who keeps disputing real orders.
| Feature | DeveloperLookBest fit | Fraud scoring app | Managed dispute service |
|---|---|---|---|
| Upfront cost | From $900, fixed | Monthly or per-order fee | Share of each win |
| Catches repeat disputers | Linked by email, card, device | Rarely: they look legitimate | Not its job |
| Stolen-card screening | Left to your fraud tool | Core strength | Not included |
| Proof saved per order | IP, device, delivery, terms | Risk signals only | Pulled after a dispute |
| Visa CE 3.0 data | Captured on every order | Varies by vendor | Often supported |
| Setup speed | 2 to 6 weeks | About a day | A few days |
| Refund abuse rules | Limits for serial refunders | Not included | Not included |
| Who owns the rules | Rules and data are yours | Vendor's model | Vendor's contract |
DeveloperLook
Fraud scoring app
- Upfront cost
- DeveloperLook: From $900, fixedFraud scoring app: Monthly or per-order fee
- Catches repeat disputers
- DeveloperLook: Linked by email, card, deviceFraud scoring app: Rarely: they look legitimate
- Stolen-card screening
- DeveloperLook: Left to your fraud toolFraud scoring app: Core strength
- Proof saved per order
- DeveloperLook: IP, device, delivery, termsFraud scoring app: Risk signals only
- Visa CE 3.0 data
- DeveloperLook: Captured on every orderFraud scoring app: Varies by vendor
- Setup speed
- DeveloperLook: 2 to 6 weeksFraud scoring app: About a day
- Refund abuse rules
- DeveloperLook: Limits for serial refundersFraud scoring app: Not included
- Who owns the rules
- DeveloperLook: Rules and data are yoursFraud scoring app: Vendor's model
Projects We've Built
Ecommerce Projects We Have Built
Online stores and shopping apps we've designed and built. Dispute tagging and proof capture plug into the order and delivery data of stores like these.
Fuison Fashion Ecommerce Website and Dashboard
- Fashion
- Dashboard
- E-commerce
Sefinix Furniture Ecommerce Store and Dashboard
- Furniture
- Dashboard
- E-commerce
Glamory Beauty & Makeup Ecommerce App and Dashboard
- Beauty
- Fashion
- E-commerce
Havenly Furniture Ecommerce Website
- Furniture
- E-commerce
- Dashboard
What Our Clients Say
What Clients Say After Launch
Feedback from teams we have built online stores and payment workflows for.
We had a different kind of problem. People were visiting the store, adding products to their carts, and then disappearing before they finished the order. We had tried a few apps and made changes here and there, but nothing really seemed to solve the bigger issue. The team went through the shopping experience with us and pointed out things we hadn't really noticed ourselves. They cleaned up the cart and checkout flow, made the mobile experience much smoother, and helped us make the store feel easier to shop. I’m not going to pretend we fixed everything overnight, but it finally feels like the store is helping the sale instead of getting in the way of it.
The mobile experience is probably my favourite part of the new site. We had spent a lot of time making sure the desktop version looked right, and the team kept pushing us to think about how everything would actually feel on a phone too. They were right. The navigation is clean, the interactions feel natural, and everything we’ve tested so far works exactly as it should. They also went through the links, forms, integrations, and other details more than once before launch, which I really appreciated. And even after going live, we could still reach out when something came up. The whole process felt friendly, organised, and surprisingly straightforward.
We had a pretty specific idea of what we wanted our website to become, but I wasn’t sure how easily we could explain all of it to a development team. There were quite a few moving parts, and we were working toward a deadline, so I expected a few things to get lost along the way. That never really happened. They understood what we were trying to achieve, kept us updated throughout the process, and got everything ready within the agreed timeline. The final site feels much easier to navigate, works beautifully on mobile, and is noticeably smoother for our customers. It was a huge relief seeing the original idea actually turn into the website we had in mind.
1,250+
Projects shipped
10+
Years of experience
Top 3%
Upwork Top Rated Plus
5 stars
Average review score
Want results like these?
Tell us what you are building. You get a reply within 24 hours on business days, then a written estimate.
Work Culture
Why Store Owners Trust Us With Chargeback Abuse
Chargeback abuse hides inside your customer list. These habits keep the rules aimed at repeat disputers and your checkout easy for everyone else.
History over hunches
We flag your customers for what they did: past disputes and refund claims. Unusual but honest buyers, like gift senders, don't get punished for looking different.
Proof saved before it's needed
Delivery scans, IP addresses, and terms acceptance get stored when you take the order. When a dispute arrives weeks later, you don't have to rebuild anything.
One person, many accounts
Serial disputers open new accounts with new emails. We link them by address, phone, card, and device, so a fresh login doesn't reset their history.
Signatures only where they pay
Signature on delivery adds cost and friction. We require it only for tagged customers or orders above a value you choose.
Monthly abuse reports
Each month you see disputes split by type, repeat disputers caught, and the evidence that won. You learn whether your problem is shrinking or moving.
Honest about what's winnable
Some claims can't be won, like a real delivery failure. If refunding costs you less than fighting, we'll say so and set your rule that way.
Overview
How do I fight friendly fraud chargebacks?
DeveloperLook helps online stores fight friendly fraud by remembering who disputes. We tag customers behind past chargebacks, flag their next orders, save IP, device, and delivery proof on every order, and build evidence packets for issuers. Setup starts at $900 and takes 2 to 6 weeks, with every rule approved by you before launch.
DEVELOPERLOOK
Project facts · Friendly Fraud Prevention
- Service
- Friendly fraud prevention (abuser linking, proof capture, evidence packets)
- Typical timeline
- 2 to 3 weeks for tags and proof capture, 4 to 6 weeks for full programs
- Platforms
- Shopify, WooCommerce, BigCommerce, Stripe, and PayPal
- Built with
- Shopify Flow, webhooks, carrier tracking APIs, Node.js, PostgreSQL
- Experience
- 10+ years of development experience and 1,250+ shipped projects
- Post-launch support
- 30 to 90 days of dispute tracking
- Communication
- Calls in US, UK, and AU business hours
- Starting price
- From $900 USD, fixed scope after discovery
Reviewed 28 Sep 2026 by Saimul Islam
Good fit
Stores disputed by repeat buyers
Your returning customers say parcels didn't arrive, although tracking shows delivery. Each dispute costs you a fee, and they keep ordering.
Brands dealing with serial refunders
The same few customers claim missing items, get refunds, and then dispute the charge anyway. You need them flagged before their next order ships.
Digital product and subscription sellers
You sell downloads, courses, or subscriptions through Stripe or PayPal, and buyers dispute after using them. You need login and download logs saved as proof.
Stores unsure which fraud they face
You treat every dispute as stolen-card fraud, so your WooCommerce or Shopify checkout gets stricter while real buyers keep disputing.
Agencies protecting client revenue
Your agency runs stores whose owners complain about chargeback abuse, and you want a white-label partner to set up detection and evidence.
Not a fit
Mostly stolen-card orders
Most of your disputes are stolen-card orders from first-time buyers. Our Ecommerce Fraud Prevention Services stop those at checkout instead.
Every dispute answered
You need every dispute answered on time, not only claims from repeat buyers. Chargeback Management Services build the full evidence workflow.
Fewer disputes of all kinds
You want fewer disputes of every kind, starting with descriptors and delivery emails. Chargeback Prevention Services cover that wider fix.
A few disputes a year
You get a few of these disputes a year. Tagging those customers in your store admin may cover you, and if it does, we'll tell you before we quote a $900 setup.
Not sure we're the right fit?
Book a free call or message us. We'll tell you honestly whether we're the right team.
Pricing
Transparent Starting Prices for Friendly Fraud Prevention
These are starting points in USD. Your price depends on your platform, account linking, and product type, and you get a fixed proposal after a free dispute split.
For stores that need repeat disputers flagged and proof saved on every order.
$900one-time, USD
- 6-month dispute split by fraud type
- Tags for customers with past disputes
- Checkout flag and review rule
- IP, device, delivery, and terms capture
- Signature rule above a set order value
- 30 days of dispute tracking
Recommended
For stores where the same people dispute again under new emails or accounts.
$2,300one-time, USD
- Everything in Abuser Tags + Proof Capture
- Account linking by email, address, card, and device
- Evidence packets by claim type
- Visa Compelling Evidence 3.0 data
- Refund and return limits for serial refunders
- 60 days of dispute tracking
For high-volume, digital, or multi-store brands facing chargeback abuse across channels.
$4,400one-time, USD
- Everything in Linked Accounts + Packets
- Download and login logs for digital goods
- Several stores or processors covered
- Monthly report on disputes caught and won
- Support team playbook for flagged orders
- 90 days of dispute tracking
For Agencies
White-Label First-Party Fraud Defense for Agencies and Studios
You own the client relationship. We supply the engineering: dispute splits, account linking, proof capture, and evidence packets, built under your brand. Your client sees fewer repeat disputes and one team.
How the partnership works
White label: your client only ever sees your brand
- Your client
- You, the agency
- DeveloperLook
Share the dispute exports
Send 6 months of disputes, refund history, and the store platform your client runs.
- Client needs
- You share the details
- Details received
We split and propose
You get the dispute split, the abuser rules, and a fixed price before committing.
- Scope and plan
- Proposal to resell
- Your quoteYOUR LOGO
Build, test, hand off
We build the rules, test them on past orders, and hand over a playbook you can brand.
- Done by our team
- Your brand on it
- Handed to your clientDone
Partner with DeveloperLookDelivered under your brand
Stay client-facing
We work under your brand, so you keep the relationship and the credit.
Predictable delivery
Fixed scope, and rules your client approves before anything blocks an order.
Store and payments engineers
Engineers who work with Shopify Flow, WooCommerce hooks, Stripe, and PayPal.
Flexible capacity
Bring us in for one client or every store you manage.
The Right Technology for Your Project
Technology Stack
We work inside your store, your payment processor, and your carriers' tracking data, then keep dispute history in a database you own.
Shopify- Shopify Flow
WooCommerce
BigCommerce
Stripe
PayPal
Braintree- Shopify Payments
UPS
FedEx
USPS
DHL
Node.js
PostgreSQL
Slack
Google Sheets
FAQ
Frequently Asked Questions
Straight answers on first-party fraud, repeat disputers, delivery proof, Visa CE 3.0, and cost.
Saimul IslamFounder & CEO, DeveloperLookStill have questions?
Send a message or book a call with the team.
Friendly fraud is a chargeback the real cardholder files on a purchase they, or someone in their household, made. Some cases are honest mix-ups, like a forgotten subscription or a parcel left with a neighbor. Others are deliberate: the buyer keeps the item and disputes anyway. Visa often calls it first-party misuse.
Look at who ordered and what they claim. First-party claims usually come from buyers with earlier undisputed orders, matching IP or device data, and a delivery scan at their own address. Stolen-card fraud tends to hit first orders with mismatched details. Reason codes help less, since many of these claims get filed under fraud codes.
A DeveloperLook setup starts at $900 for customer tags, a checkout flag rule, and proof capture on every order. The $2,300 plan adds account linking, evidence packets, Visa Compelling Evidence 3.0 data, and refund limits. Full programs for your digital goods or several stores start at $4,400, and you get a fixed quote after the free dispute split.
Tags and proof capture take 2 to 3 weeks. Account linking and evidence packets add 1 to 2 weeks, and full programs with digital logs or several stores take 4 to 6 weeks. We test every rule on your past orders first, so your launch doesn't flag loyal customers.
Link each dispute to the customer behind it, then match your future orders by email, shipping address, phone, card, and device. We treat a match on 2 or more signals as the same person. Stripe gives every card a fingerprint, so you can spot a reused card without storing the card number.
Yes, and softer options often work better than a hard block. Your tagged customers can have orders held for review, shipped with signature required, or limited to store credit on returns. On Shopify, Flow can tag and hold these orders automatically. Keep full blocks for proven, repeated abuse, since blocked buyers often return under new accounts.
It gives the issuer proof the buyer can't wave away. When a dispute arrives, your packet already holds the order, IP and device data, the delivery scan, and the terms your buyer accepted. For Visa card-absent fraud claims, earlier undisputed orders from the same buyer can qualify for Compelling Evidence 3.0.
Delivery proof answers one of the most common claims from real buyers: item not received. A carrier scan showing delivery to the buyer's address carries weight. Stripe advises sending the full address, not only the city and postal code. For your higher-value orders, signature confirmation leaves little to argue about.
It's a Visa rule that lets you fight card-absent fraud disputes with the buyer's own history. You need 2 earlier undisputed orders from 120 to 365 days before the disputed one. They must match on details such as IP address, device, email, or delivery address, so we save those on every order from launch.
No, when your rules run on dispute history instead of guesses. Flags fire only for customers linked to past disputes or refund abuse. Before launch, we replay 6 months of your orders to count any good buyers who'd be flagged. You approve every rule and can release a flagged order in one click.
Saimul IslamFounder & CEO, DeveloperLookStill have questions?
Send a message or book a call with the team.
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