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AI Abandoned Cart Recovery Agent Development
Baskets followed up, with consent
An agent that follows up on carts that were left behind.
An agent that follows up on carts that were left behind. It contacts only shoppers who agreed to messages, refers to what is actually in the cart, answers the question that stopped them and steps back when they say no.
Most abandoned-cart emails are the same three messages on a timer, ending in a discount. They train customers to leave a cart and wait. The shopper who stopped because the delivery date was unclear, or the size chart confusing, gets a coupon instead of an answer. The follow-up that works is the one a shop assistant would make: is there something I can help with.
This page describes a workflow we propose to build as a custom project. It does not exist as software yet. It would reuse the conversation and catalogue logic from our demonstrations and the opt-out handling from our outreach preparation demonstration. Cart events, consent checks for marketing messages and the follow-up rules are not built.
Six jobs it carries through
Consent check
Confirms the shopper may be contacted.
- Reads the marketing consent for the channel
- Honours opt-outs immediately
- Treats a checkout phone number as not consented
- Records the basis for each message
Cart context
Uses what is really in the cart.
- The items and variants left behind
- Current price and stock
- How far the shopper got
- Whether they bought since
Reason-first follow-up
Asks what stopped them.
- One message that offers help
- Answers from approved information
- Addresses delivery, sizing or payment questions
- Sends no second message without your rule
Offer rules
Applies the incentives you defined, if any.
- Only offers you approved
- Only where your rules allow
- A limit per customer
- None by default
Return to checkout
Makes finishing easy.
- A link that restores the cart
- The chosen variant kept
- A person offered for complex orders
- The channel the shopper prefers
Stop conditions
Knows when to stop.
- The order was placed
- The shopper declined
- The items are no longer available
- Your contact limit was reached
What Goes Wrong Without It
A timer, not a reason
Three messages go out whether the shopper had a question or changed their mind.
Discounts as a habit
Customers learn that leaving a cart earns a coupon.
Messaging without consent
A phone number entered at checkout is used for marketing it was never given for.
Stock that moved
The reminder promotes an item that sold out an hour later.
The question nobody answered
The shopper wanted to know about delivery to their region.
No stop
The customer bought in store, and the reminders keep coming.
Walk One Real Case Through It
Thirty minutes, one case from your own process. We map it against the workflow on this page and tell you plainly what can be reused from our demonstrations and what has to be built for your systems.
One Case, Start to Finish
An example of one case, in 6 steps. The same steps play in the picture at the top of this page.
Cart left
A signed-in shopper adds a stroller to the cart, reaches the delivery step and leaves.
Consent checked
They agreed to WhatsApp updates from your shop. Without that, nothing would be sent.
Cart validated
An hour later the stroller is still in stock at the same price.
Help offered
One message asks whether anything about delivery was unclear, and names the item.
Question answered
The shopper asks about delivery to their area. The answer comes from your delivery information.
Finished or stopped
A link restores the cart. If the shopper says no, the follow-up ends there.
What It Reads and Writes
The systems named here are the kind this agent works with. Which ones it connects to in your case is settled in the scope.
Shop
- Shopify
- WooCommerce
- Magento
- or your shop system
Messaging
- SMS, each with its own consent
Consent
- Marketing consent and opt-out records
Knowledge
- Delivery, sizing, payment and returns information
Promotions
- The offers you approve and their limits
Reporting
- Carts followed up, replies and orders, counted separately
Only Shoppers Who Agreed, Only With What Is True
A follow-up is marketing, and marketing needs consent for the channel it uses. The agent checks that first, every time, and stops at the first refusal. What it says about the cart is read from your shop at that moment, so it never promotes an item that has gone or a price that changed.
Messaging platforms have their own rules for promotional messages, including approved templates. Those rules, and the law where your customers live, set the limits the agent works inside.
- Consent checked per channel
- Opt-outs honoured at once
- Cart checked before each message
- Only offers you approved
- A limit on contacts per cart
- Orders and messages counted separately
What Buyers Ask First
Only if you define an offer and the rule for when it applies, and never by default. Its first move is to ask whether something stopped the purchase and to answer it. Many abandoned carts are a delivery or sizing question, and a discount does not answer either.
Cart recovery reacts within hours to one specific cart. Reactivation looks at customers who have been quiet for months and decides whether, and with what, to contact them. Both depend on the same consent records.
Where the shopper gave consent for that channel and the platform's rules for promotional messages are met. WhatsApp requires approved templates for messages a business starts. Email is usually the simplest first channel.
Not as software yet. This page describes a proposed workflow. It would reuse the conversation and catalogue logic from our demonstrations and the opt-out handling from our outreach preparation demonstration. Cart events, consent checks for marketing messages and the follow-up rules are not built. A project starts by mapping your process, then proving the first steps on test data before anything touches a live system.
Look at Why Carts Are Left First
Bring a month of abandoned carts and the step each one stopped at. The pattern usually points at a question your checkout does not answer.