A Stripe integration connects Stripe to the other programs you run on, like your books, your CRM or your proposal tool. There are four ways to do it: an app from the Stripe App Marketplace, the Stripe connection built into your other program (PandaDoc, QuickBooks or NetSuite, for example), a Zapier zap, or your own build on Stripe's webhooks. Where they stop: each one does one job, Stripe's own docs say events can arrive out of order and more than once, and a failed payment or a dispute still needs a person to follow up. AI agents do that follow-up and check what each app missed.
What a Stripe integration has to do
Stripe takes the payment. Everything around it happens somewhere else: the proposal the customer signed, the deal in your CRM, the invoice in your books, the email when a card fails. A Stripe integration is what carries the payment into those programs, so nobody has to copy it across.
A good one does two things. It puts the right payment on the right customer, deal or invoice, once. And it tells someone when something goes wrong, like a failed card, a refund or a dispute, while there is still time to act.
Four ways to integrate Stripe
Most businesses end up using more than one.
An app from the Stripe App Marketplace
- How it works
- Apps made by other companies that install into your Stripe account. Stripe's help says an admin finds the app's listing, selects Install app and reviews the permissions it asks for. Apps with a screen show in the right-hand sidebar of the Stripe Dashboard.
- Good for
- Jobs other businesses also need, like accounting, sales tax or reports.
- Where it breaks
- An app installs only on the Stripe account that's open, so a second account needs its own install. Each app is its own company with its own fees and support.
The Stripe connection in your other program
- How it works
- Many programs connect to Stripe from their own settings. PandaDoc collects payment inside a document. Intuit's Stripe Connector brings Stripe into QuickBooks Online. Stripe's own Connector for NetSuite, set up with Stripe's team, records invoices, payments, refunds, disputes and payouts in NetSuite.
- Good for
- When the other program is where the work happens, like a proposal that has to be paid to be signed.
- Where it breaks
- Each one only knows its own side. PandaDoc's guide says one workspace can't connect more than one Stripe account, a payment with an email Stripe already has makes a new customer, and a Stripe invoice it creates isn't sent unless you turn that on in Stripe. Stripe's free self-serve NetSuite version takes payment links only and doesn't sync payments.
A Zapier zap
- How it works
- Zapier can start a zap from a new Stripe payment, charge, refund, dispute, subscription or failed payment, and send it on to another app.
- Good for
- Small, clear jobs, like a Slack message for each new dispute.
- Where it breaks
- In Zapier's community, a New Subscription trigger sent welcome emails to customers whose payment had failed, and a zap that worked in test mode never fired on live payments. Each case is a filter or step you add yourself.
Your own build on Stripe's webhooks
- How it works
- A developer sets up a webhook endpoint in Stripe's Workbench, and Stripe sends your system an event when something happens, like a payment that succeeds or a charge that is disputed.
- Good for
- Businesses with their own software and a developer to look after it.
- Where it breaks
- Stripe's docs say it doesn't promise events arrive in the order they happen, the same event can arrive more than once, and a failed delivery is retried for up to three days. Your developer has to handle all of that.
Arkeo agents
- How it works
- Agents read your payments, refunds, failed cards, disputes and payouts in Stripe, check them against your CRM and your books, follow up with the customer, and tell your team what needs them.
- Good for
- Businesses where Stripe touches three or four other programs, and the follow-up falls between them.
- Where it breaks
- Anything your rules keep for a person, like a large refund or a dispute reply, goes to your team in one message.
How to set up a Stripe integration
Each vendor's guide has the full screens. These are the parts that come up each time.
- 1
Write down where each payment has to go
List the programs that need to know about a payment, a refund, a failed card and a dispute, and who acts on each. That list tells you which integration you need.
- 2Install an app from the Marketplace
Sign in as an admin, open the account the app is for, find the app's listing and select Install app. Read the permissions and privacy policy before you finish.
- 3
Or connect Stripe from the other program
In PandaDoc, for example, go to Integrations and API, then Stripe, then Connect, and sign in to Stripe. Only the account owner or an admin or manager can do it.
- 4For a custom build, set up a webhook
In Workbench, open the Webhooks tab, select Create an event destination, and select only the events you need. Have your developer log each event's ID so a repeat isn't processed twice.
- 5
Test in test mode, then switch to live
Run a test payment, a refund and a failed card. Then switch to your live keys and check one real payment lands where it should.
Where a Stripe integration stops
Each integration carries one kind of payment into one program. The work in the middle is everything that falls between them.
Events don't arrive neatly. Stripe's own webhook guide says it doesn't promise events arrive in the order they happen, that the same event can be sent more than once, and that a failed delivery is retried for up to three days. If nobody is watching, a payment can land twice, or late, or not at all.
Each app knows only its own side. PandaDoc's guide says that when a customer's email is already in Stripe, it makes a new customer instead of updating the old one, and that one workspace can't connect more than one Stripe account. Intuit's Stripe Connector for QuickBooks takes one Stripe account at a time.
Zaps do what they're told, not what you meant. In Zapier's community, a New Subscription zap sent welcome emails to people whose payment had failed, because the subscription and the payment are two separate events. Another zap worked in test mode and never fired on live payments.
And nobody follows up. A failed card, a dispute with a due date, a refund that never reached the books: the integration records it, and a person still has to notice it and act.
The agents that do it
Each agent does one job from start to finish, in your own Stripe account and the programs around it. Your team talks to them in Slack or Teams.
Trials that stall on day two, not day 30.
- Tracks each trial to paidreal time
- Spots trials going quietwithin 48 h
- Wins them back by emailsame day
Keep customers a failed card would lose.
- Spots failed paymentsas they happen
- Emails the customer to update the cardsame day
- Tells your team who may cancelevery week
Answer disputes on time, with the proof.
- Spots new disputesas they happen
- Gathers the receipt, emails and proofsame day
- Sends it to your team to submitbefore the due date
Questions
Is my customers' information safe?
Yes. Agents work in your own Stripe account and see only what their job needs. Customer details never go into public AI. Agents connect to AI through business-grade connections audited under SOC 2.
What is a Stripe integration?
It's any connection that carries your Stripe payments into another program, like your books, your CRM or your proposal tool. It can be an app from the Stripe App Marketplace, a setting in the other program, a Zapier zap, or your own build.
Does PandaDoc have a Stripe integration?
Yes. PandaDoc's guide says you can connect Stripe from Integrations and API, from a document's payment settings, or from a template's Collect payment step. It's on the Starter, Business and Enterprise plans.
Do I need a developer to integrate Stripe?
Not for most jobs. Marketplace apps, the Stripe setting in your other programs, and Zapier need no code. A developer is needed only if you build on Stripe's webhooks yourself.
What does it cost?
You get the price on the call, along with the hours it saves your team.
Sources
- support.stripe.com: how do i install a stripe app
- docs.stripe.com: stripe apps
- docs.stripe.com: webhooks
- docs.stripe.com: overview
- support.pandadoc.com: stripe payments in pandadoc new experience
- quickbooks.intuit.com: L10TzOVcN US en US
- community.zapier.com: new subscription trigger firing even after failed payment 44763
- community.zapier.com: zap not triggering after successful stripe payment completion 44892