Flow risk workflows
Order risk analyzed workflows that hold, tag, notify, or cancel based on each order's risk level.
The Problem
Shopify Flags Risky Orders, Then Ships Them
Fraud analysis flags a risky order but doesn't cancel it. If your 3PL pulls orders automatically, that warning doesn't reach a person in time.
01 · Auto-shipping
Your 3PL pulls a risky order before anyone opens the admin.
Flow holds the riskiest orders before fulfillment and tags medium ones for review.
02 · Chargebacks
The chargeback arrives weeks later, and the loss is yours.
Confirmed fraud gets cancelled, and flagged orders stay held at your 3PL.
03 · Retired app
Your old block list lived in an app Shopify retired.
The Fraud Control app blocks known bad emails and IPs on Shopify Payments.
04 · Copied rules
Flow rules copied from a blog cancel loyal customers too.
We read your fraud analysis history and last 90 days of chargebacks first.
A risky order lands at 2 a.m. with a warning on your Orders page. Your 3PL app pulls it minutes later, and the package ships before anyone opens the admin. A few weeks later the chargeback arrives, and the loss is yours. Meanwhile, bots test cards through your checkout, and your old block list lived in an app Shopify has since retired. You copy a few Flow rules from a blog post, and now some loyal customers get cancelled too.
We start by reading your fraud analysis history and your last 90 days of chargebacks. Then we turn Shopify's risk levels into actions: Flow holds the riskiest orders before fulfillment, tags medium ones for review, and cancels confirmed fraud. Checkout rules block known bad emails and IPs. If your volume needs more, we add a paid app and connect the hold to your 3PL, so risky orders wait instead of shipping.
Risk flags that trigger action
The riskiest orders get held, tagged, or cancelled by Shopify Flow before your warehouse sees them.
Checkout rules for known fraud
The Fraud Control app blocks emails, addresses, and IPs tied to past fraud on Shopify Payments.
Warehouse holds that hold
Flagged orders stay on hold at your 3PL until someone on your team releases them.
Our Shopify Fraud Setup Process
From Risk Review to Automated Holds in Five Clear Steps
You see the risk data and approve every rule. Nothing switches on until test orders prove it acts the way you expect.
We review your fraud analysis flags, chargebacks, and current Flow workflows and apps. You get a short list of what's slipping through, what's blocking good customers, and what Shopify already covers for free.
What's Included
What You Get Beyond Shopify Fraud Analysis
Every setup turns Shopify's risk flags into rules, holds, and a review routine. You keep every workflow and list we build.
Compare Options
DeveloperLook vs Shopify Defaults vs an App Alone
Shopify's defaults cost nothing, and a fraud app installs in minutes. Both suit some stores. Here's where each one leaves gaps for a store with real fraud.
| Feature | DeveloperLookBest fit | Shopify defaults | An app alone |
|---|---|---|---|
| Upfront cost | Fixed price from $700 | Free | Monthly or per-order fee |
| Acts on risk flags | Hold, tag, or cancel automatically | Warning only, no action | Depends on app settings |
| Checkout blocking | Checkout rules set up | Available, rarely configured | Varies by app |
| 3PL shipment holds | Holds before your 3PL ships | Manual and easy to miss | Some apps, extra setup |
| Chargeback coverage | Through an app, if you add one | Shopify Protect, eligible orders only | Many apps cover approved orders |
| Tuned to your store | Rules from your own orders | Shopify's general model | App's general model |
| False decline testing | Test orders at each risk level | None | Rarely done |
| Setup time | 1 to 4 weeks | None | Under an hour to install |
DeveloperLook
Shopify defaults
- Upfront cost
- DeveloperLook: Fixed price from $700Shopify defaults: Free
- Acts on risk flags
- DeveloperLook: Hold, tag, or cancel automaticallyShopify defaults: Warning only, no action
- Checkout blocking
- DeveloperLook: Checkout rules set upShopify defaults: Available, rarely configured
- 3PL shipment holds
- DeveloperLook: Holds before your 3PL shipsShopify defaults: Manual and easy to miss
- Chargeback coverage
- DeveloperLook: Through an app, if you add oneShopify defaults: Shopify Protect, eligible orders only
- Tuned to your store
- DeveloperLook: Rules from your own ordersShopify defaults: Shopify's general model
- False decline testing
- DeveloperLook: Test orders at each risk levelShopify defaults: None
- Setup time
- DeveloperLook: 1 to 4 weeksShopify defaults: None
Projects We've Built
Ecommerce Projects We Have Built
Online stores and shopping apps we've designed and built. Fraud workflows and fulfillment holds plug into stores like these.
Sefinix Furniture Ecommerce Store and Dashboard
- Furniture
- Dashboard
- E-commerce
Unicom Fashion Ecommerce App and Admin Dashboard
- Fashion
- Dashboard
- E-commerce
Havenly Furniture Ecommerce Website
- Furniture
- E-commerce
- Dashboard
Modeverse Ecommerce Web Design & Development
- Fashion
- Retail
- E-commerce
What Our Clients Say
What Clients Say After Launch
Feedback from store teams we have built 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 Shopify Brands Trust Our Fraud Setups
Fraud rules on Shopify can cancel good orders as easily as bad ones. These habits keep your setup careful and easy to change.
Shopify's free tools first
We set up fraud analysis, Flow, and the Fraud Control app before suggesting anything paid. Many stores need nothing more than those free tools.
Every risk level has an action
Low, medium, and high risk each map to a rule your team approved. No flagged order sits on the Orders page waiting for someone to notice.
Tested with real test orders
We place test orders at each risk level before a rule goes live. You see the hold, tag, or cancel happen before a customer ever meets it.
Holds that reach your 3PL
We check that flagged orders stay on hold in your 3PL app, not just in Shopify. A hold that doesn't reach the warehouse isn't a hold.
You own every workflow
Every Flow workflow, rule, and list stays in your store, documented in plain English. Your team can change a threshold without calling us.
Honest app advice
If Shopify's free tools cover your risk, we'll tell you before we quote. We only recommend a paid app when your volume justifies its fees.
Overview
Who sets up a Shopify fraud filter app for my store?
DeveloperLook sets up a Shopify fraud filter app and the native tools around it. That covers fraud analysis, Flow holds, checkout blocking rules, and card testing checks. Risky orders get held or cancelled before your 3PL ships them. Setup starts at $700 and takes 1 to 4 weeks, and you keep every workflow.
DEVELOPERLOOK
Project facts · Shopify Fraud Prevention Setup
- Service
- Shopify fraud filter app setup (Flow, holds)
- Typical timeline
- 1 to 4 weeks depending on scope
- Platforms
- Shopify and Shopify Plus
- Built with
- Shopify Flow, Fraud Control, GraphQL Admin API
- Experience
- 10+ years of development experience and 1,250+ shipped projects
- Post-launch support
- 30 to 90 days of rule tuning
- Communication
- Calls in US, UK, and AU business hours
- Starting price
- From $700 USD, fixed scope after discovery
Reviewed 28 Sep 2026 by Saimul Islam
Good fit
Stores shipping flagged orders by accident
Your 3PL pulls orders automatically. Risk flags sit on the Orders page while the packages ship, and the chargebacks follow.
Stores that lost Fraud Filter rules
You relied on Shopify's retired Fraud Filter. Your block lists didn't all move to Flow, and nobody rebuilt them.
Stores hit by bots and card testing
Your checkout gets bursts of small orders at night. You're refunding test charges and paying fees on declines nobody wanted.
Growing stores choosing a fraud app
You're comparing apps in the Shopify App Store. You want the Shopify fraud prevention app that fits your volume, not the most-reviewed one.
Agencies with Shopify clients
Your agency runs several Shopify stores and needs fraud workflows set up the same way on each, under your brand.
Not a fit
Not on Shopify
You sell on WooCommerce, BigCommerce, or a custom checkout. Our Ecommerce Fraud Prevention Services team covers those platforms.
Custom scoring engine
You need custom scoring code or a headless storefront's own fraud engine. Ecommerce Fraud Detection Development builds that from scratch.
Small volume, no fraud
Your order volume is small and Shopify hasn't flagged any fraud yet. The free defaults are enough, and a $700 setup would be overkill for now.
Disputing past chargebacks
You want chargebacks you already received disputed. Chargeback Management Services handles evidence and representment, while this setup prevents new ones.
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 Shopify Fraud Prevention Setup
These are starting points in USD. Your price depends on order volume, your apps, and your 3PL, and you get a fixed proposal after a free fraud review.
For Shopify stores that see risk flags but have no rules acting on them.
$700one-time, USD
- Fraud analysis and capture settings reviewed
- Flow rules to hold or cancel
- Checkout blocking rules
- Card testing and bot checks
- Staff guide for medium-risk orders
- 30 days of rule tuning
Recommended
For stores that need a paid fraud tool and a daily review routine for flagged orders.
$1,600one-time, USD
- Everything in Flow Risk Rules
- Fraud tool chosen, installed, and tuned
- Review queue with Slack alerts
- Manual capture for risky orders
- Repeat abuser tags and block lists
- 60 days of rule tuning
For high-volume Shopify brands shipping through a 3PL or running several stores.
$3,200one-time, USD
- Everything in Fraud App + Review Queue
- 3PL holds for flagged orders
- Custom risk scores from your data
- Rules across Markets or expansion stores
- Monthly fraud and chargeback report
- 90 days of rule tuning
For Agencies
White-Label Fraud Workflows for Shopify Agencies
You own the client relationship. We supply the fraud engineering: Flow workflows, checkout rules, app setup, and 3PL holds, delivered under your brand. Your client sees one team, and you get documentation for every store.
How the partnership works
White label: your client only ever sees your brand
- Your client
- You, the agency
- DeveloperLook
Share the store list
Send the stores, apps, 3PLs, and the fraud problems each client sees.
- Client needs
- You share the details
- Details received
We review and propose
You get a risk summary, a workflow plan, and a fixed price per store.
- Scope and plan
- Proposal to resell
- Your quoteYOUR LOGO
Configure and hand off
We set up and test each store, then hand over documentation 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.
Repeatable setups
The same tested workflows rolled out across every client store you manage.
Shopify specialists
Engineers who work in Shopify Flow, checkout rules, and the Admin API.
Flexible capacity
Bring us in for one store or a batch before peak season.
The Right Technology for Your Project
Technology Stack
We start with the tools Shopify gives you, then add apps, alerts, or a small custom app only where your risk needs them.
Shopify Flow- Fraud Control
- Shopify Payments
GraphQL Admin API
- Shopify Protect
PayPal
Apple Pay
Google Pay
Slack
Google Sheets
Gorgias
Zendesk
Node.js
Remix- GraphQL
PostgreSQL
FAQ
Frequently Asked Questions
Straight answers on cost, Shopify's built-in tools, fraud apps, card testing, and 3PL holds.
Saimul IslamFounder & CEO, DeveloperLookStill have questions?
Send a message or book a call with the team.
Setup starts at $700 for Flow risk workflows, checkout blocking rules, and card testing checks. Adding a paid fraud tool and a review queue costs $1,600, and 3PL holds with custom risk scores start at $3,200. Fraud apps charge their own fees, often per order. You get a fixed quote after the free fraud review.
Basic Flow and checkout rules take about 1 week, including test orders. A paid fraud tool with a review queue takes 2 to 3 weeks, and 3PL holds with custom risk scores take 3 to 4 weeks. We test every workflow with orders at each risk level before switching it on, because a wrong cancel rule costs real sales.
Partly. Shopify Payments blocks some risky checkouts before an order exists, and fraud analysis flags the rest as low, medium, or high risk. But Shopify doesn't cancel flagged orders for you. It covers chargebacks only on eligible Shop Pay orders through Shopify Protect, for US stores. Everything after the flag is your job.
It depends on your order volume and whether you want chargeback coverage. Shopify retired its own Fraud Filter app in January 2025, so today you pair Flow with a third-party fraud filter app. Shopify App Store options like NoFraud and Signifyd approve or decline orders and cover fraud chargebacks on approvals, for a fee per order. We compare options against your last 90 days of orders first.
Start with Shopify's own tools, add an app when volume grows, and write custom rules only for patterns apps miss. A paid tool brings network data and often chargeback coverage on approved orders. Custom Flow rules cost nothing to run and fit your catalog, like holding every order for a limited drop. Most stores need a mix of both.
Start by turning risk levels into actions. In Shopify Flow, use the Order risk analyzed trigger to hold the riskiest orders, tag medium ones, and alert your team. Add checkout rules in the Fraud Control app for known bad emails and IPs, and use manual capture if you review orders before charging. Then add a paid tool only if your volume needs it.
Shopify scores each eligible online card order as low, medium, or high risk. It uses signals like AVS and CVV results, whether the location matches the card, and device activity. Medium and high orders get a warning on the Orders page. Stores without Shopify Payments see indicators but may not get the full recommendation, depending on plan.
Open the order's risk section, check the recommendation and indicators, then confirm with the customer if something doesn't add up. We set up a review queue: flagged orders get a tag and a Slack or email alert, and fulfillment stays on hold until someone approves. A one-page guide tells staff what to check and when to cancel.
Shopify Payments includes card testing protection, so start by confirming it covers your store. We add checkout rules for repeat IPs and emails, plus Flow workflows that cancel bursts of small orders from new customers. Refund any test charges that slip through quickly, because cardholders who spot them often file disputes.
Yes. Shopify Flow's Hold fulfillment order action puts flagged orders on hold, and orders on hold aren't fulfilled until someone releases them. That works with 3PL apps that fulfill through Shopify's fulfillment orders. For 3PLs that pull orders another way, we add a tag rule or a custom app step so nothing ships early.
Saimul IslamFounder & CEO, DeveloperLookStill have questions?
Send a message or book a call with the team.
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