What merchants are struggling with
These are the most frequently reported pain points in the fraud prevention space, aggregated across every insight in this hub. The frequency count reflects how many merchant posts mentioned each issue.
High costs associated with current COD verification apps.
criticalComplexity and bloated features in current apps.
highFraudulent purchases made by users utilizing VPNs
criticalFake abandoned checkouts generated by bots
criticalLack of clarity in chargeback protection leading to significant financial loss.
criticalInability to trace back the store for complaints
criticalMerchants, in their own words
Real quotes from Shopify Community threads, sorted by urgency signal. Each quote is linked back to the insight it supports, so you can see the full merchant context and competitive landscape.
"I’ve been running a month-long battle with a fraudster (I’m pretty certain it’s the same individual) who seems to have access to a variety of different credit cards and matching customer info."
"this has destroyed my faith in shopify as a platform. i am done, and will be building a store elsewhere to replace it asap."
"the fake orders and RTO (Return-to-Origin) shipping costs are an absolute nightmare that can kill a small business."
"I’m considering building a super-lightweight, low-cost app."
"I would like to strongly suggest that Shopify implement a built-in ON / OFF toggle that would allow a store owner from immediately preventing anyone using a VPN from being able to complete a purchase on their store."
Most-requested features
These are the specific features Shopify merchants asked for across the fraud prevention hub. Priority is weighted by request volume times average urgency.
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Access to bot prevention features for all tiers, not just top paid tierRequested by 1 merchant · Priority 10/10
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SMS & WhatsApp OTP verification for COD ordersRequested by 1 merchant · Priority 9/10
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Built-in ON/OFF toggle to block purchases from VPN usersRequested by 1 merchant · Priority 9/10
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Ability to block bots from accessing the checkout pageRequested by 1 merchant · Priority 9/10Implementation: Requires enhanced bot detection capabilities
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Clear documentation on chargeback coverage, specifically regarding 'product unacceptable' claims.Requested by 1 merchant · Priority 9/10
Top 6 opportunities in this hub
COD OTP Verification Lite for High-Risk Markets
A lightweight Shopify app for merchants who rely on cash on delivery and need simple phone verification without the bloat of full fraud suites. It focuses on fast OTP/WhatsApp verification, order confirmation, and reducing fake COD orders and RTO losses.
VPN and Proxy Fraud Blocker for Shopify
A merchant-facing app that detects VPN, proxy, and anonymizer traffic at the storefront and checkout, then blocks or challenges suspicious visitors before they can place an order. It helps merchants reduce fraud attempts that reuse different cards and identities.
Bot Shield for Fake Abandoned Checkouts
An app that detects and blocks bot-generated checkout spam before it pollutes abandoned checkout flows, customer lists, and email automations. It would flag suspicious patterns like repeated fake addresses, disposable-looking identities, and abnormal checkout behavior.
Order Risk Review and Manual Approval for High-Ticket Custom Orders
A merchant needs a better way to manually review and approve suspicious or high-value orders before fulfillment. The app would flag risky orders, let the merchant approve/decline with notes, and store a clear audit trail for disputes and chargebacks.
Shopify Order/Store Verification Finder
An app that helps merchants quickly identify the store behind a suspicious order, message, or notification and verify whether it is legitimate. It centralizes order details, sender traces, and store metadata so merchants can investigate fraud without manually searching Shopify help pages.
COD Shield: OTP Verification Before Order
Prevent bot and fake Cash-on-Delivery orders by requiring a one-time SMS or WhatsApp OTP before an order is created. Replaces or augments the COD flow with a verified checkout handoff so only validated shoppers can submit COD orders.
Explore related hubs
Frequently asked
What Shopify fraud prevention opportunities are merchants asking for right now?
We tracked 6 validated opportunities in this area, backed by 6 merchant posts across the Shopify Community and related forums. The most frequently cited pain point is "High costs associated with current COD verification apps.". The top opportunity by quality score is "COD OTP Verification Lite for High-Risk Markets".
How confident is AppScout in these fraud prevention?
Average confidence across this hub is 83%, computed from merchant post volume, unique merchant diversity, and urgency signals extracted from each thread. Insights are only promoted to this page when their qualityScore is 50 or higher, so every listing has been validated by at least one real merchant discussion.
Who should build fraud prevention apps for Shopify?
Indie developers and early-stage SaaS teams are the best-positioned. Each opportunity here comes with the merchant quotes and feature requests you need to validate the idea in a weekend, plus pain-point frequency to help you prioritize your MVP scope. Open any listing below for the full breakdown.
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