Adjudge: Returns & Fraud AI is the #174 ranked returns and exchanges app on Shopify, with a free plan available, as of Sep 7, 2026.
Adjudge: Returns & Fraud AI is a Shopify App Store app by Adjudge, launched May 2026.
AppRanks data: Adjudge: Returns & Fraud AI ranks #174 in Returns and exchanges on Shopify App Store, placing it in the top 67% of that category.
AppRanks verdict
Generated from live marketplace data — refreshed daily
Adjudge: Returns & Fraud AI is a newly-listed Shopify app with a limited review volume. It is listed in the Returns and exchanges category on Shopify App Store, which AppRanks treats as the canonical taxonomy node for ranking and competitor comparison. no published reviews yet means feature claims are unverified by the wider merchant base. Without a published review base, the only fit-signal available is the developer's own documentation plus the marketplace's listing-quality audit (linked below). The free tier lets you trial the entry feature set without committing a payment method. AppRanks tracks rating, review count, pricing tier, and category position daily — the figures on this page reflect the most recent scrape from the canonical Shopify App Store listing.
Pros
- +Free tier available — no card required to evaluate
- +Published by Adjudge — established developer track record
Cons
- −No public reviews yet — fit and reliability are unverified
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About Adjudge: Returns & Fraud AI
How Adjudge: Returns & Fraud AI works
Customers use your branded portal to request a refund or exchange for anything in your store, with price differences settled automatically. Every request gets an AI read from Claude (Anthropic): approve, reject, or escalate, with fraud signals like wardrobing and serial-returner patterns explained in plain English before you refund. Auto-approve is opt-in and threshold-gated, every decision is audit-logged, and you can override any call in one click. Return labels (EasyPost/Shippo) are US-only.
Screenshots






Key features
- AI verdict on every return: approve, reject, or escalate, with reasoning
- Fraud signals: wardrobing, serial returners, new-account & address flags
- Customer return portal you paste into shipping confirmation emails
- Shop-the-store exchanges: swap for any product, price difference settled
- Auto-approve low-risk returns at a confidence threshold you set
Standardized capabilities
Normalized capabilities detected for this app, comparable across the marketplace.
- AI AnalyticsUtilize AI-driven analytics tools for actionable insights and reporting.common
- Anthropic ClaudeUtilize Anthropic Claude for enhanced AI-driven interactions and support.
- Automated Approval ProcessesStreamline workflows with automatic approval for requests.common
- Automated RefundsProcess refunds automatically for returned items or canceled orders.common
- Checkout TrackingMonitor the checkout process to identify drop-off points.table-stakes
- Custom Branding SolutionsImplement custom branding strategies to enhance your market presence.common
- Custom Policy ManagementCreate and manage tailored policies for your business operations.common
- EasyPost & InPost IntegrationIntegrate EasyPost and InPost for streamlined shipping.niche
- Email NotificationsSend timely notifications to customers via email for important updates.table-stakes
- Non-Returnable Items PolicyDefine and manage policies for non-returnable items effectively.common
- Product ExchangesFacilitate product exchanges between customers and your store.common
- Refund ManagementManage and track all customer refunds efficiently.table-stakes
- Product ReplacementsManage product replacements for customer orders.common
- Return PortalFacilitate product returns through a dedicated portal.table-stakes
- Return Reasons ManagementTrack and categorize reasons for product returns to improve offerings.common
- Return Windows ManagementSet and manage return windows for customer orders effectively.common
- Shipping LabelsGenerate and print shipping labels for order fulfillment.common
- Exchanges ManagementOversee and manage all product exchanges efficiently.common
- Fraud DetectionIdentify and mitigate fraudulent activities in transactions.
- Return Label GenerationEasily create return labels for customer returns and exchanges.niche
- Unlimited Return ManagementManage an unlimited number of product returns efficiently.common
Pricing plans
Free
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Pro39/month
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Most popular Premium99/month
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Category rankings
As of Sep 7, 2026- Returns and exchanges#174of 260Top 67%
- Return and warranty#253of 297Top 86%
See 90-day rank history for each category
Track daily rank changes, category shifts, and position volatility.
Competitors & alternatives
Adjudge: Returns & Fraud AI doesn't have curated competitor matchups yet. Other tracked returns and exchanges apps on Shopify:
Frequently asked questions
What is Adjudge: Returns & Fraud AI?
Adjudge: Returns & Fraud AI is an app for Shopify. It is published on Shopify App Store and tracked by AppRanks, and it has been listed on the marketplace since 2026. It is listed under the Returns and exchanges category on AppRanks, where you can see its current category position, review-velocity trend, and how it compares against the top alternatives in the same space. Developed by Adjudge.
Is Adjudge: Returns & Fraud AI free?
Adjudge: Returns & Fraud AI offers a free plan that merchants can install on Shopify without entering payment details. Paid tiers Pro, Premium unlock additional features for teams that outgrow the free plan. Pricing details on this page are mirrored from the live Shopify listing and refresh on each scrape cycle.
Who uses Adjudge: Returns & Fraud AI?
Adjudge: Returns & Fraud AI is actively installed across Shopify stores tracked by AppRanks. Its review base is still building, which usually maps to early-stage merchants and stores piloting a new workflow. It is part of the Returns and exchanges category on Shopify.
Where does Adjudge: Returns & Fraud AI rank on Shopify?
Adjudge: Returns & Fraud AI currently sits at position #174 in the Returns and exchanges category on Shopify. That places it in the top 67% of 260 apps tracked in the same category. Category positions are read from the live marketplace ranking and refresh on each scrape, so the number you see here reflects the most recent crawl rather than a long-running average.
What does Adjudge: Returns & Fraud AI integrate with?
Adjudge: Returns & Fraud AI lists 4 integrations on its Shopify marketplace page. The most prominent are Anthropic Claude, EasyPost, Klaviyo, Shippo. Integration data is mirrored from the live Shopify listing on each refresh, so the set above tracks whatever the developer has currently published — it does not reflect deeper compatibility AppRanks has not been able to verify from public data.