Return abuse and suspicious orders surface too late
Refund patterns build up across separate orders and customers. By the time the pattern is obvious, the losses are already booked.
Available on the Shopify App Store
Find hidden profit leaks across orders, returns, pricing and competitors.
VedaSuite AI reviews your Shopify orders, refund behaviour, catalogue pricing and tracked competitor stores, then surfaces the findings and recommended next steps in one embedded dashboard. You stay in control of every action.
- Spot return abuse and suspicious order patterns before they compound
- Track competitor price and promotion moves on the stores you choose
- Get margin-aware pricing recommendations you approve yourself
7-day free trial with full access. Installs inside Shopify Admin. Reads orders, products and customers. Writes nothing back to your store except order tags you apply yourself.
VedaSuite AI: Profit Leak Guard — Executive Summary
How the dashboard presents your biggest risk and biggest opportunity
Biggest risk
Three orders from one customer match a return-abuse pattern
Open Fraud Intelligence
Biggest opportunity
A tracked competitor raised price on an overlapping product
Open Competitor Intelligence
Fraud Intelligence
ReviewOrders matching return-abuse signals are queued for your review
Competitor Intelligence
CompareA tracked store changed price on a product that overlaps yours
AI Pricing Engine
Approve in ShopifyA margin-aware price recommendation is ready, with its reasoning
Every recommendation waits for your approval. VedaSuite AI does not change prices or stop orders on its own.
The problem
Profit leaves a store quietly, in four separate places.
Refund abuse, competitor moves and mispriced products each drain margin on their own. Reviewed separately, none of them looks urgent enough to act on until the quarter is already gone.
It is rarely one big loss
It is a refund pattern here, a competitor undercutting there, a product priced below where the market now sits.
The signals are already in your store
Order history, refund behaviour and catalogue pricing hold most of the answer. They just are not being read together.
Reviewing it by hand does not scale
Checking competitor pages and refund histories manually stops happening the moment order volume climbs.
Where the leaks show up
These are the four problems VedaSuite AI was built to make visible.
Competitor moves go unnoticed for days
Price cuts, promotions and stock changes on the stores you compete with happen quietly, and checking them by hand does not scale.
Pricing and margin decisions run on guesswork
Prices get changed without a consistent view of competitor pressure, margin impact or which products are actually leaking profit.
The answers live in four different places
Fraud sits in one tool, competitor tracking in a spreadsheet, pricing in another. Nothing connects them into a single decision.
Available now
What VedaSuite AI does in your store today.
Each capability below is live in the app. Everything produces findings and recommendations for you to review — the app never acts on your store without you.
Starter unlocks one core module of your choice — Fraud & Return Abuse Intelligence or Competitor Intelligence. Growth adds the other one plus the AI Pricing Engine. Pro unlocks the complete profit engine.
Starter choice · Growth+
Fraud & Return Abuse Intelligence
Review high-risk orders with the signals behind each one — refund history, address and payment patterns, and return-abuse behaviour. Mark each order allow, flag, block or manual review; your decision is saved in VedaSuite and written back to the Shopify order as a tag.
Starter choice · Growth+
Competitor Intelligence
Add the competitor stores you care about and VedaSuite reads their public catalogue for price changes, promotions and stock movement, scores the impact on your products, and suggests how to respond.
Growth limited · Pro full
AI Pricing Engine
Growth includes AI pricing recommendations: margin-aware price suggestions for your catalogue, each with the reasoning behind it, including an explicit do-nothing recommendation when holding price is the better call. Pro unlocks the complete Profit Optimization capability on top. Not available on Starter. Recommendations only — VedaSuite never changes a price in your store.
All plans
Executive Summary dashboard
One dashboard headline covering your biggest risk and biggest opportunity right now, drawn from the modules on your plan, with the supporting figures underneath.
Growth and above
Shopper trust scoring
A behavioural trust score per customer built from refund rate, payment reliability and completion history, shown inside Fraud Intelligence. It is an internal behavioural signal for your own review — not a credit score, and not a rating of the person.
Pro only
Profit Optimization
Profit leak detection, margin-at-risk analysis, a scenario simulator for modelling price changes before you make them, and a daily action board that ranks what to do next.
Not available yet
What is still in Beta, and what is still coming.
Kept deliberately separate from the list above so it is always clear what you are paying for today.
Beta
Shipped and usable, but still maturing. The app labels these Beta too, and coverage varies by store.
Google Shopping signals
Catalogue-based shopping signals as an additional competitor source. Labelled Beta inside the app; coverage varies by store and product.
Ad-library signals
Competitor ad-library activity as an additional signal alongside catalogue tracking. Labelled Beta inside the app.
Coming soon
Built but not yet switched on for merchants. Not included in what you can use today.
Reports & exports
Scheduled reporting and CSV export across fraud, competitor and pricing findings. Included in the Growth and Pro entitlements and not yet switched on in the app navigation.
How it works
Install, sync, review, decide.
Setup is four guided steps inside the app. After that the work is a review loop: VedaSuite surfaces what changed and what it recommends, and you choose what to act on.
Reads your Shopify orders, products and customers, plus the competitor stores you add.
Scores risk, compares competitor pricing and models margin impact.
Hands you findings and recommendations — you approve every action yourself.
Setup and operating sequence
Steps one to four are the onboarding checklist inside the app. Step five is the ongoing loop.
- 01
Install from the Shopify App Store
Install through the Shopify App Store listing and the app opens inside your Shopify Admin. It requests read access to orders, products and customers, plus order-tag write access for the review decisions you make.
- 02
Sync your store data
The first onboarding step pulls in your orders, customers and products so the modules have something to analyse. Webhooks keep it current after that.
- 03
Pick the feature to start with
Choose your starting workflow — on Starter that is Fraud & Return Abuse Intelligence or Competitor Intelligence — then open it to see your first findings. Growth and Pro add the AI Pricing Engine alongside them.
- 04
Confirm your plan
Confirm the plan you want through Shopify Billing. Your 7-day free trial gives full access while you evaluate, and the dashboard unlocks once setup is complete.
- 05
Review findings and decide
Work through the findings and recommendations. Every action — approving a price change in your store, allowing or blocking an order, responding to a competitor — is yours to take. VedaSuite recommends; you decide.
Inside the appIllustrative sample data
How findings are presented once your store is synced.
Every figure on this panel is invented to show the layout. It is not a real store, and not a claim about results.
Reads
Orders, products, customers, competitor catalogues
Produces
Findings, scores, recommendations
Fraud & Return Abuse review queue
You decide each oneOrderRiskWhy it was flaggedYour decision
#1042HighFourth refund request in 30 daysManual review
#1038MediumBilling and shipping mismatchFlag
#1031LowEstablished customer, clean historyAllow
Your decision is saved in VedaSuite and added to the Shopify order as a tag. The order itself is never cancelled or held by the app.
Competitor moves on tracked stores
Tracked store A
Compare marginCut price on a product that overlaps two of yours
Tracked store B
Review responseStarted a bundle promotion in your top category
Tracked store C
OpportunityWent out of stock on a competing product
Pricing recommendation
Recommendation: hold current price
Matching the competitor cut would move this product below your margin floor. The engine can recommend doing nothing, and explains why.
Apply in Shopify yourself
Recommendation: raise price
Two tracked stores now sit above you on an equivalent product, leaving room to recover margin.
Apply in Shopify yourself
Shopper trust signals
Growth and ProEstablished
Low refund rate, consistent payment history
Watch
Refund frequency rising over recent orders
Elevated risk
Repeated refund claims across separate orders
A behavioural signal from your own store data, for prioritising review. Not a credit score.
Pricing
Every plan starts with a 7-day free trial.
The trial unlocks every module so you can evaluate the whole product before choosing. Billing runs through Shopify, so charges appear on your normal Shopify invoice.
Prices are per month in USD. Each plan below lists exactly what the app unlocks on that plan. Upgrade, downgrade or cancel at any time from the Billing page inside the app.
Starter
$19/month
One core workflow, for smaller stores that want to fix a single problem first.
Includes
- Choose one module: Fraud & Return Abuse Intelligence or Competitor Intelligence
- Full access to the module you choose
- Executive Summary dashboard
- Switch your chosen module later (24-hour cooldown between switches)
Not included
- The core module you do not choose
- AI Pricing Engine
- Shopper trust scoring
- Profit Optimization
Growth
Most complete core$49/month
Both core modules plus AI pricing, for stores managing fraud, competitors and margin at once.
Includes
- Fraud & Return Abuse Intelligence
- Competitor Intelligence, including competitor strategy detection
- AI Pricing Engine (limited) — margin-aware pricing recommendations
- Shopper trust scoring
- Executive Summary dashboard
Not included
- Advanced AI pricing and Profit Optimization, including profit leak detection (Pro only)
Pro
$99/month
Everything in Growth plus advanced AI pricing and the complete profit engine.
Includes
- Everything in Growth
- Advanced AI pricing — the complete Profit Optimization capability
- Profit leak detection and margin-at-risk analysis
- Scenario simulator for modelling price changes
- Daily action board
- Advanced competitor reporting
- Refund outcome simulator and support copilot
No annual plans and no discounts are offered at this time. If your plan no longer includes a module, its data stays in place and becomes available again when you upgrade. You choose and confirm your plan through Shopify Billing after installing.
How it behaves
A tool that reports to you, not one that acts behind you.
Merchants are rightly cautious about giving an app access to orders and pricing. Here is exactly what VedaSuite AI can and cannot do.
Access it requests
Read your orders, products and customers. Write only order tags.
That is the full extent of its permissions. Competitor data comes from the public catalogue pages of stores you choose to track.
What it cannot do
- Change or publish prices in your Shopify store.
- Cancel, hold or block any order.
- Issue refunds or contact your customers.
Recommendations, never silent action
VedaSuite AI has no ability to change a price or cancel an order in your store. The only thing it writes back is the review tag you apply yourself to an order.
Runs inside Shopify Admin
It is an embedded app using Shopify session tokens, not a separate dashboard with another login to manage.
Billing you already understand
Plans run through Shopify Billing, so charges, upgrades and cancellations follow Shopify's own mechanisms and appear on your normal invoice.
FAQ
Straight answers before you install.
What the app does, what it does not do, what it costs, and what happens to your data.
Recommendations, not automation
The app never changes a price or stops an order by itself. Every action is yours.
Embedded in Shopify Admin
It runs inside Shopify rather than as a separate portal you have to log into.
Billed through Shopify
Plans, upgrades and cancellations run through Shopify Billing on your normal invoice.
Merchant questions
If something you need is not covered here, email us and we will answer it directly.
It analyses your Shopify orders, customers, products and the competitor stores you configure, then surfaces profit leaks as findings you can act on: high-risk orders and return-abuse patterns, competitor price and promotion moves, and margin-aware pricing recommendations. Everything appears in one embedded dashboard inside Shopify Admin.
Available on the Shopify App Store
See where your store is leaking profit.
Install VedaSuite AI, sync your store, and work through the first set of findings across orders, returns, pricing and competitors. Seven days free, and every action stays yours to approve.