★★★★★
The automation was set up in a clean and practical way by the Checkout Loom team. It saved me a lot of manual work and made the whole process much easier.
JanoUnited Kingdom
Verified
Stripe Fraud Screening Automation
Stripe fraud screening automation that holds risky orders without blocking good customers
Stripe fraud screening automation combines the risk signals Stripe provides with your own order data such as address mismatch, order velocity and basket patterns, holds borderline orders for a quick human review instead of blocking them, records the reason for every decision and reports false positives so rules can be tuned, working alongside Stripe Radar and never replacing it.
- Fixed price from $890 with no fee per order
- Every score explained in plain words
- A person decides every hold
- What it connectsStripe on one side and your store platform on the other, with the fraud screening workflow in between and every step logged.
- Typical storeStores using Stripe that see fraud or lose sales to over-blocking.
- What we read firstYour Stripe plan, the data it holds, its limits and the rules your store needs for fraud screening.
- Jobs we buildThe fraud screening workflow with checks, approvals, alerts and reports, built inside your own tools.
- OutputsA written plan, a tested Stripe workflow, monitoring, a handover guide and a month of corrections after launch.
- Where you startPrice the fraud screening job with the calculator, or ask for a quote that covers several Stripe jobs.
The costly disconnect
Why fraud losses and false declines often rise together in the same store for Stripe
A store that fears chargebacks tends to block too much, and a store that fears lost sales tends to block too little, and both are guessing without a measured score around Stripe.
Fraud that looks normal
Some fraud passes basic checks, and combined signals catch more. The fix is not more effort but a better rule, and that is exactly what the automation build for Stripe Fraud Screening Automation puts in place.
Over-blocking good customers
Strict rules lose real sales, and borderline orders go to review. Many owners only notice this problem when a customer complains, so catching it earlier is one of the quiet benefits of automation for Stripe Fraud Screening Automation.
No reason recorded
Without reasons, rules cannot improve, and each decision is logged. Left alone, this problem repeats with every order, which is why automation for Stripe Fraud Screening Automation is built to handle it by rule and not by memory.
Review that takes too long
Reviewing orders by hand is slow, and A short list helps. It is easy to overlook until a busy week exposes it, and by then the cost to Stripe Fraud Screening Automation is already counted in refunds, hours or lost sales in the automation work.
Chargebacks later
Missed fraud becomes disputes, and evidence is kept. The fix is not more effort but a better rule, and that is exactly what the automation build for Stripe Fraud Screening Automation puts in place.
Rules that go stale
Fraud patterns change, and rules are reviewed. Many owners only notice this problem when a customer complains, so catching it earlier is one of the quiet benefits of automation for Stripe Fraud Screening Automation.
- 1.5%is the excessive merchant ratio reported for Visa from April 2026, according to payment industry blogs, to be confirmed with your acquirer with Stripe in mind.
- 2.1%of orders held for review is a realistic target in our examples, with the rest shipping without friction with Stripe in mind.
- 4agreeing signals is what a typical high-risk hold in our examples rests on, and each is shown in plain words for Stripe.
Limits and prices of Stripe for fraud screening work are confirmed against your plan at project start.
What changes in your order flow once every order is scored and the doubtful ones are held for Stripe
You review a short queue of explained holds, and the large majority of orders ship without delay with Stripe in mind.
How orders are checked today
- Orders are checked only when something looks odd.
- Rules are blunt and go unreviewed.
- Chargebacks are met with surprise.
- Good customers are cancelled by mistake.
- Nobody knows the hold rate.
How orders are checked afterwards
- Every order is scored before fulfilment.
- Rules and thresholds are tuned on your own history.
- Likely chargebacks are held and reviewed first.
- Borderline orders get a person’s judgement, not an automatic cancel.
- Hold rate, approval rate and losses are reported monthly.
What your review queue shows
- Fewer chargebacks.
- Fewer false declines.
- Faster fulfilment of good orders.
- A reviewable decision trail.
- A fraud rate you can quote.
What the screening does
- Gathering payment, address, history and behaviour signals for every order.
- Scoring the order and writing the reason in plain words.
- Placing a hold before fulfilment when the score and signals agree when Stripe is in use.
- Notifying the reviewer with the evidence.
- Logging every approval, hold and cancellation.
Decisions that stay with a person
- Deciding each held order.
- Contacting a customer to verify.
- Setting the hold threshold.
- Cancelling and refunding.
- Reporting card fraud to the processor.
Which stripe gain most from AI fraud screening
If you have had a chargeback you could not explain or you cancel orders on instinct, a measured score gives you something to stand on for Stripe.
Stores using the tool
Stores that already use the tool gain a safer route from data to store when Stripe is in use. We look at this situation in the audit and give Stripe Fraud Screening Automation an honest view of whether the build is worth doing now or later in the automation work.
Stores with growing volume
Stores with more records gain scale, and if this describes your business, the automation work for Stripe Fraud Screening Automation is likely to pay back quickly, and we will tell you plainly if it will not. If this describes your business, the automation work for Stripe is likely to pay back quickly, and we will tell you plainly if it will not around stripe.
Teams with approvals
Teams with review steps gain traceability, and owners in this position often say the biggest change is the time returned each week, and automation is built to deliver that first for Stripe Fraud Screening Automation. Owners in this position often say the biggest change is the time returned each week, and automation is built to deliver that first for Stripe around stripe.
The steps through which an order is screened before it ships for Stripe
Every order passes the same short path, and only the doubtful ones stop for a person around Stripe.
order_placedAn order is placed
The order, the payment result and the checks the processor returned arrive within seconds of checkout around Stripe. Where the event depends on outside data, the data is checked for freshness first, because a stale figure is worse than no figure for automation for Stripe Fraud Screening Automation.
signals_gatheredSignals are gathered
Address match, delivery type, account age, order velocity and behaviour on the site are collected when Stripe is in use. Each moment like this has its own rule, so automation for Stripe Fraud Screening Automation behaves the same way every time and never has to guess what to do next.
score_computedA score is computed
The signals are weighed using rules tuned on your history, and a short reason is written with Stripe in mind. The event is logged with the rule that handled it, which lets you check later exactly what automation did for Stripe Fraud Screening Automation and why it did it.
decision_routedThe decision is routed
Low scores continue to fulfilment, middling scores wait for review and the highest are held with an alert around Stripe. Because this trigger is handled separately from the others, a problem with it never delays the rest of the automation work for Stripe Fraud Screening Automation.
person_decidesA person decides
The reviewer sees the evidence, approves, contacts the customer or cancels, and the choice is logged around Stripe. You decide how much of this runs without approval, and for Stripe Fraud Screening Automation we usually begin with a review step until the first results look right in the automation work.
outcome_learnedThe outcome is learned
Chargebacks and confirmed good orders feed back into the thresholds each month when Stripe is in use. Anything this trigger cannot decide safely is passed to you with the record attached, so automation for Stripe Fraud Screening Automation never acts on a doubtful reading.
One order followed from checkout to a reviewed decision for Stripe
This shows how an order for a laptop is held while a normal order for socks ships at once around Stripe.
- 01
Two orders arrive
A $1,380 laptop order and a $24 order for socks are placed within a minute of each other around Stripe. Because the steps are separate, a change to one of them, such as a new rule for Stripe Fraud Screening Automation, does not disturb the others in the automation flow.
- 02
Signals are gathered
The laptop order ships to a new address that differs from the billing address, uses a new email and follows three declined cards from the same device around Stripe. The same step is repeated for every item in the batch, so the tenth record receives the same care as the first when automation runs for Stripe Fraud Screening Automation.
- 03
The score is written
The laptop order scores high with four agreeing signals, and the reason reads in plain words, while the socks order scores low around Stripe. Anything unusual at this point is flagged in plain words, which saves you from reading logs to understand what the automation work found for Stripe Fraud Screening Automation.
- 04
The routing happens
The socks order goes straight to fulfilment, and the laptop order is held before it reaches the warehouse for Stripe. At the end of this stage you can pause, adjust a rule or carry on, so automation for Stripe Fraud Screening Automation always moves at the pace that suits you.
- 05
A person decides
The reviewer emails the cardholder’s address on file, gets no reply by the next morning and cancels and refunds the order for Stripe. Every step like this is recorded, so the automation work for Stripe Fraud Screening Automation can be traced from the first input to the final result without any gaps.
- 06
The loss is avoided
The decision is logged with the evidence, and the device is added to the watch list for future orders for Stripe. If the step cannot finish, the record says why and waits for you, so automation for Stripe Fraud Screening Automation never moves on with a half-completed task.
Pricing
Price your AI fraud screening build
Choose a plan, tell us your order volume and risk level, add any extras, and the total and delivery date update as you go.
What AI fraud screening costs and what raises the price for Stripe
The build is a single payment, and the running cost is hosting and a little model usage for Stripe.
Order volume
Higher volume needs more careful testing, and the tools around automation bill separately, and we estimate their monthly cost for this factor so your running cost is known as well as the build for Stripe Fraud Screening Automation. The tools around automation bill separately, and we estimate their monthly cost for this factor so your running cost is known as well as the build for Stripe.
Product risk
High-risk categories need more signals and tuning. Owners who run automation for Stripe Fraud Screening Automation often find this factor is the one that most changes the quote, which is why we ask about it first.
Countries served
Each market adds address and delivery rules. We check this factor against your real records during the audit, so the number in the quote comes from your data and not from a guess in the automation build for Stripe Fraud Screening Automation.
Verification flows
Customer verification emails and replies add build. This is one of the factors we price in writing before work starts, so the automation quote for Stripe Fraud Screening Automation reflects your real situation and not an average.
History to learn from
More past chargebacks give better tuning but take longer to prepare when Stripe is in use. If this factor is small for you, it adds little to the price, and the written quote shows exactly how much it did add for Stripe Fraud Screening Automation in the automation work.
Reviewers and roles
Several reviewers need routing and permissions, and you can lower the cost by tidying this part first, and we say so plainly in the plan when the automation work for Stripe Fraud Screening Automation would benefit. You can lower the cost by tidying this part first, and we say so plainly in the plan when the automation work for Stripe would benefit.
Fees for Stripe, workflow tools and language model usage are billed by their own providers and are estimated for you in writing before you decide on the fraud screening build.
Next step
Ready to price Stripe Fraud Screening Automation?
Stripe fraud screening automation: combine Stripe risk signals with your order data, hold risky orders for review and avoid blocking good customers.
- Fixed price from $890 with no fee per order
- Every score explained in words
- A person decides every hold
Three more jobs the same screening can carry for Stripe
Once every order has a score and a decision, further protection is simple for Stripe.
Reporting
A weekly report shows what ran and what failed. Because the groundwork for automation on Stripe Fraud Screening Automation already exists, this extra job needs very little new work and is quoted in writing before it starts.
Rule updates
Rules can be changed without a rebuild. The same records and rules that power automation for Stripe Fraud Screening Automation are reused here, which keeps the cost low and the results consistent with the rest of the build.
Handover
A guide lets your team run it. You can switch this job on later without rebuilding anything, so Stripe Fraud Screening Automation can start with the core automation work and grow when the time is right.
Where each risk signal comes from and where it stops for Stripe
Each signal has a named source and a stated limit, and the reason for a score says which signals counted for Stripe.
| Store object | Fields we use | Direction | Source of truth |
|---|---|---|---|
| Payment checks | Address and security code results, 3D Secure result | Exact | Your payment processor |
| Address and delivery | Billing and shipping match, type of address | Exact | The order record and address checks |
| Account history | Age, past orders, past disputes | Exact | Your store |
| Order velocity | Orders and cards per device or email | Calculated | Your order and checkout logs |
| Behaviour on site | Time to checkout, repeated attempts | Where available | Your store events |
| Score and decision | Score, reason, reviewer, outcome | Written by us | Your delivered log |
We use data you already hold and your processor already returns, we do not buy personal data about your customers, and every signal carries its limits in the reason text when Stripe is in use.
Edge cases in order screening that we test before going live for Stripe
Fraud rules fail at the edges, so we test the awkward cases on your own past orders first with Stripe in mind.
Odd records
Records that do not fit the rules are listed. Nothing about this case is hidden from you: it appears in the log with the date, the record and the rule that dealt with it in the automation build for Stripe Fraud Screening Automation.
Plan limits
Limits are read before building, and we list the cases that matter most for automation in your handover guide, so anyone on your team can understand how Stripe Fraud Screening Automation deals with them. We list the cases that matter most for automation in your handover guide, so anyone on your team can understand how Stripe deals with them around stripe.
Failed runs
Failures alert and retry, and A rule for this case can be tightened or relaxed in minutes in the rule table, without waiting for a rebuild or a new quote in the automation build for Stripe Fraud Screening Automation. A rule for this case can be tightened or relaxed in minutes in the rule table, without waiting for a rebuild or a new quote in the automation build for Stripe.
Processor defaults, a fraud app and a built screening layer compared for Stripe
Processor defaults are free and generic, a fraud app is broad and charges per order, and a built layer is tuned to your products, your customers and your decisions around Stripe.
| Processor default | Fraud app | Checkout Loom build | |
|---|---|---|---|
| Scores every order | ✓ | ✓ | ✓ |
| Tuned to your own history | – | Partly | ✓ |
| Explains each score in words | Partly | Partly | ✓ |
| A person decides every hold | Partly | Partly | ✓ |
| No fee per order | ✓ | – | ✓ |
| Cost pattern | Included | Per order | A fixed fee from $890 |
We use your processor’s own risk checks as an input and add the layer that knows your business with Stripe in mind.
What is behind order screening and what it costs to run for Stripe
The build uses the data your store and processor already return with a small scoring service, so the running cost is modest with Stripe in mind.
Store and processor data
Orders, payment checks and 3D Secure results read through the store and processor APIs around Stripe. You can replace this layer later with another tool, because the rules live in a table you own and are not locked inside any one product in the automation build for Stripe Fraud Screening Automation.
A scoring service
Rules and weights tuned on your history, versioned so every change is recorded when Stripe is in use. We choose the lightest option that does the job for Stripe Fraud Screening Automation, since a simpler layer means fewer things to maintain and fewer ways to fail in the automation work.
A language model
Used to write the plain-word reason and to summarise customer replies, never to make the decision for Stripe. If you already pay for something that covers this need, we use it, and we only add a new service when automation for Stripe Fraud Screening Automation genuinely requires one.
A review queue
A simple screen or email digest where held orders wait, with the evidence beside each for Stripe. Access to this layer is granted from your own account and can be removed at any time, so you stay in control of the automation build for Stripe Fraud Screening Automation.
Fulfilment holds
A tag or status that stops fulfilment until a decision is made for Stripe. Its limits and prices are checked again at the start of each project, because tools change their plans, and Stripe Fraud Screening Automation should not pay for last year’s terms in the automation work.
A monthly report
Hold rate, approval rate, chargebacks avoided and false holds, in a short written summary for Stripe. Everything this layer does for automation is logged, so you can see what ran, when it ran and what it cost on any given week for Stripe Fraud Screening Automation.
How we keep screening accurate and fair for Stripe
A wrong hold costs a customer, and a wrong approval costs a chargeback, so we measure both and report them when Stripe is in use.
Back-tested on your history
The scoring is run on past orders and compared with the chargebacks you actually had when Stripe is in use. We compare the results of automation with your own records on a regular basis, so a small drift for Stripe Fraud Screening Automation is repaired before it becomes a large one.
Quiet mode first
Scoring runs on live orders without holding anything until you are happy with the results for Stripe. If a check fails, nothing is sent or changed for that record, and it waits in a short list for you, because a delay costs less than a wrong action in the automation build for Stripe Fraud Screening Automation.
Two kinds of error reported
We report both false holds and missed fraud so you can see the trade-off around Stripe. The safeguard is tested during the trial batch by feeding it deliberately awkward records, so Stripe Fraud Screening Automation sees how it behaves before real customers are involved in the automation work.
Alerts on spikes
A burst of high scores or declined cards raises an alert at once when Stripe is in use. Everything the safeguard decides is written to the log with the reason, giving Stripe Fraud Screening Automation a trail that is useful when someone asks what happened and why in the automation work.
A dated decision trail
Every score, hold and decision is dated and linked to the rule version and the person when Stripe is in use. During the month of corrections after launch, any gap in this safeguard is fixed in writing and the fix is added to the handover guide in the automation build for Stripe Fraud Screening Automation.
Questions answered in writing
If a hold looks wrong, the owner answers in writing and shows the signals around Stripe. Reports on how often the safeguard fires show Stripe Fraud Screening Automation whether the automation work is getting steadier or whether a rule needs attention.
Customer data, fairness and access in a screening build for Stripe
Screening touches personal and payment-related data, so we limit what is used and keep a record of why when Stripe is in use.
No card numbers
We never see or store full card numbers, only the check results your processor returns when Stripe is in use. Customer details are never used to train outside models, and drafts for Stripe Fraud Screening Automation are built only from the facts and records you supply in the automation work.
Fair by design
We avoid signals that proxy for protected characteristics and show the reasons used for every hold with Stripe in mind. We explain in plain words what each permission allows, so the person approving it for Stripe Fraud Screening Automation knows exactly what they are agreeing to in the automation work.
Your credentials
API keys are yours, stored in a secret store and revoked from your side at any time for Stripe. At the end of the engagement you receive a list of every connection that was made, so nothing stays open by accident in the automation build for Stripe Fraud Screening Automation.
Minimal personal data
Only the fields needed for a decision are used, and they are not shared with other parties when Stripe is in use. For automation on Stripe Fraud Screening Automation, access is limited to what the job needs and can be withdrawn in a minute, so ending the work leaves nothing behind.
Not legal advice
We recommend you review privacy and consumer law obligations in your markets when Stripe is in use. Nothing in this arrangement requires you to share a password, because access is granted from your own account in a form you can revoke in the automation build for Stripe Fraud Screening Automation.
Retention you choose
Scores and signals are kept for a period you choose and then deleted with Stripe in mind. We keep no copy of your keys, records or customer details in systems that belong to us, and the handover guide shows you how to confirm that in the automation build for Stripe Fraud Screening Automation.
What you receive with your AI fraud screening build for Stripe
You finish with a working screen, a review queue and the documents to run them without us with Stripe in mind.
- A written review of your order history, chargebacks and current rules for Stripe.
- A scoring service tuned on your own past orders.
- Plain-word reasons for every score.
- A review queue with the evidence beside each held order.
- Fulfilment holds that stop a flagged order before it ships.
- Alerts on card-testing bursts and other spikes.
- A monthly report of holds, approvals and losses avoided.
- A short runbook for the scoring and the review queue, opening with how to switch holds off with Stripe in mind.
- Written answers from the owner to any question about a score or a hold for Stripe.
Verified client reviews and the controls behind our screening builds for Stripe
Below are clients’ own words, unedited, and then the three controls that every screening we build must carry for Stripe.
- 100%of holds are decided by a person.
- 2error kinds, false holds and missed fraud, are reported every month when Stripe is in use.
- 1plain-word reason accompanies every score.
Controls follow payment industry practice and are not a guarantee against fraud or a legal compliance opinion when Stripe is in use.
★★★★★
I highly recommend ordering from the Checkout Loom team. I had slow responses and poor communication with other providers, but this team was great and I am very happy with their service.
HarmetUnited States
Verified
★★★★★
I am a returning customer because my first AI automation workflow worked so well. Once again everything was built exactly as requested, and the whole process was reliable from start to finish.
WilliamUnited States
Verified
★★★★★
The determination and commitment to quality from the Checkout Loom team were clear from day one. They understood my requirements perfectly and completed everything with professionalism and care, and it is rare to find a team this dependable.
LorcanColombia
Verified
★★★★★
It was an excellent experience from start to finish, and the automation works reliably with everything configured properly. It is clear that the team has strong knowledge of automation, and I will definitely be returning for future work.
EllieUnited States
Verified
★★★★★
The team carefully investigated the problem, tested different scenarios and delivered a dependable solution. A duplicate contact issue had been causing problems for quite some time, and it is finally resolved.
RichardUnited States
Verified
★★★★★
The Checkout Loom team were easy to work with and brilliant at the work itself. I highly recommend them to anyone who needs dependable automation.
IveraAutomation client
Verified
★★★★★
Everything was configured exactly as discussed, and the team made sure the automation was stable before delivering it. It has been a huge time-saver for our whole team, and it runs without any manual work.
BellamyUnited States
Verified
★★★★★
This was excellent automation work, and it is clear that the team has strong experience with AI and automation. I highly recommend the Checkout Loom team to other businesses.
FinnUnited States
Verified
How the screening is built from order history to live holds for Stripe
We prove the scoring on your past orders and run it quietly before it holds anything for Stripe.
- 01
Review your history
We read your past orders, your chargebacks and your current rules and write down what has gone wrong with Stripe in mind. The time this step takes depends on how quickly your records and answers arrive, and we tell Stripe Fraud Screening Automation early what we need to keep moving in the automation work.
- 02
Build the scoring
We build the signals and weights and test them on past orders around Stripe. We use plain language in every document from this step onward, so anyone at Stripe Fraud Screening Automation can read the plan and understand it in the automation work.
- 03
Run it in quiet mode
The scoring runs on live orders without holding, and we compare it with your own judgement for Stripe. A short summary of the step is added to the handover guide, so the way automation was built for Stripe Fraud Screening Automation is never lost.
- 04
Turn on holds
We switch on holds with a threshold you approve and the review queue when Stripe is in use. You see the result of this step in writing before the next one begins, which keeps the automation build for Stripe Fraud Screening Automation on schedule and under your control.
- 05
Add alerts and reporting
We add the card-testing alerts and the monthly report. If this step shows a problem, we say so at once and propose the fix, and the date for automation is moved in writing rather than quietly for Stripe Fraud Screening Automation.
- 06
Hand over the screening
The runbooks and connection details come to you in writing, with written answers to later questions with Stripe in mind. Nothing in this step touches your live customers, so Stripe Fraud Screening Automation can review it calmly and ask for changes before anything goes public in the automation work.
Estimate what fraud and false declines are costing your store for Stripe
Enter your monthly orders, your average order value and your fraud and false decline rates, and the estimate shows what better screening could recover when Stripe is in use.
Chargeback losses each month–
Sales lost to false declines–
Possible monthly recovery–
The recovery assumes a third of fraud losses and a third of false declines are saved, which is an assumption and not a promise, and chargeback fees are not counted when Stripe is in use.
AI fraud screening for stripe questions, answered in full
These are the questions store owners ask about scoring, false declines, chargebacks and cost before they order a screening build when Stripe is in use.
What is stripe fraud screening automation?
Stripe fraud screening automation combines Stripe risk signals with order data, holds borderline orders for review and logs every decision.
How does Stripe fit into the fraud screening workflow?
Stripe Radar provides signals, and our rules add your own order patterns and a review queue so good customers are not blocked.
Will it block good customers for Stripe?
It is designed to hold rather than cancel, so a borderline order waits for a person who can verify it, and we report false holds each month so the threshold can be tuned with Stripe in mind.
Does it stop chargebacks completely for Stripe?
No tool can, because some disputes are friendly fraud or customer error, but screening before dispatch reduces stolen-card chargebacks, and we report the numbers so you can see the effect when Stripe is in use.
Does Shopify already screen orders for Stripe?
Shopify provides fraud analysis on eligible orders, and we use that result as a signal, adding your own rules, history and a review queue on top, though we do not replace Shopify Protect or your processor’s guarantees with Stripe in mind.
What about card network thresholds for Stripe?
Reports say Visa lowered its excessive merchant ratio to 1.5 percent in April 2026, counting disputes even when you win them, so keeping the ratio down matters, and we recommend confirming your exact position with your acquirer with Stripe in mind.
Is it fair to customers for Stripe?
We avoid signals that proxy for protected characteristics, show the reason used for every hold and keep a person in the decision, and we recommend you review privacy and consumer law in your markets for Stripe.
How soon will scoring start, and what must I provide first for Stripe?
You will have scoring in quiet mode between five and twenty working days after you order, depending on the plan and the speed you choose when Stripe is in use. To begin we need read access to your store and processor and an export of your recent chargebacks for Stripe.
Do I pay per order or per month after the screening is built for Stripe?
Only the hosting and any model usage you choose, billed to you directly by their providers with Stripe in mind.
Ship the honest orders and catch the doubtful ones before they cost you for Stripe
Choose a plan in the pricing calculator and continue to checkout, or request a quote describing your orders and your recent chargebacks for Stripe. Our written answer follows within a working day and names the price and the date your screening goes live when Stripe is in use.
- Fixed price from $890 with no fee per order
- Every score explained in words
- A person decides every hold