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AI agents for e-commerce: product pages, carts and support

An online store runs day and night, but its team keeps office hours. Here is how AI agents take over product pages, abandoned carts and customer questions, without damaging the relationship.

Published 6 min read

A small online store needs the same skills as a large one: writing product pages, managing stock, answering customers, nudging those who hesitate, tracking shipments, collecting reviews. Except it asks them of two or three people, sometimes just one. The result is familiar: bare-bones product pages, customer questions answered a day late, abandoned carts never followed up.

AI agents are built for this kind of work: high-volume and repetitive, but still requiring a bit of writing and judgement. This article details the most worthwhile uses for an online retailer, with briefs to copy and limits to respect.

What an AI agent changes for an online store#

An AI agent is a program that carries out a specific task by connecting to your tools: your sales platform (Shopify, WooCommerce, PrestaShop or another connectable app), your emailing tool, your support inbox, your catalogue spreadsheet, your carrier. It works at set times or on each event (an order, a ticket, a cart) and reports back to you.

Unlike a fixed plugin or extension, an agent is described in plain language. You can say "follow up on abandoned carts, but never twice in the same week and never for a customer who has ordered since", and the agent applies that rule. For the general idea, see what is an AI agent.

Complete product pages, from a simple list#

A thin product page (a title, two lines, one photo) sells less and ranks poorly. Writing a good one takes time: a clear title, a description that answers the buyer's questions, a list of benefits, specifications, keywords, a meta description.

A copywriting agent starts from your product spreadsheet (name, material, dimensions, price, uses, highlights) and writes a complete page for each new row. That is the Product description writer template. If you also sell on marketplaces, the Marketplace product listings template adapts each page to each platform's requirements (title length, mandatory attributes) and prepares the import file.

Every day at 6 am, for each product added to the "New" tab of my Google Sheet, write: a title of 70 characters maximum, a description of 150 to 250 words that answers the questions a buyer asks (use, care, size), five benefits as a list, a 155-character meta description and five keywords. Direct tone, never overly casual, no superlatives without justification. Do not invent any feature missing from the sheet: if information is missing (material, dimensions), write "To be completed" and let me know.

As with any automated writing, the central rule is to invent nothing. A wrong material or dimension leads to returns, and an unfounded claim can create a legal problem.

Following up on abandoned carts without pestering#

An abandoned cart is not always a lost customer: they may have been interrupted, hesitated over the size, or wanted to know the shipping cost. A useful follow-up answers that hesitation; a pushy one damages the relationship.

A follow-up agent spots carts abandoned a few hours ago and sends a first personalised reminder, then, if nothing happens, a second message a few days later answering frequent questions (delivery times, returns, size guide). That is the Abandoned cart recovery template.

The rules that make the difference#

RuleWhy
Only follow up with customers who agreed to receive your emailsRespecting consent and your marketing obligations
Two messages maximum per cartBeyond that, follow-up turns into harassment
Cancel the follow-up if the customer has ordered in the meantimeAvoid an absurd message after a purchase
No automatic discount code in the first messageDo not teach customers to abandon carts to get a discount
Answer the likely objectionDelivery, returns, sizes: that is often what holds people back

Check with your adviser which consent rules apply to your emails. The agent applies what you define; it does not decide for you what is allowed.

Customer service that answers with the real status#

The most common question in an online store is still "where is my order?". Then come sizes, delivery times, address changes, returns. These questions have factual answers, provided you check the order and the parcel.

A customer service agent reads incoming tickets, checks the actual order status and carrier tracking, answers common questions and passes on anything that needs a decision: a refund, a goodwill gesture, a dispute. That is the Online store customer service template.

Every hour from 9 am to 7 pm, read the new Gorgias tickets. For tracking questions, check the order and parcel status, then reply with the estimated date and the tracking link. For size questions, answer from the size guide in the context files. Never promise a refund, an exchange or a goodwill gesture: pass these requests on to me with a summary and a suggested reply. Sign "The [store name] team".

For returns, the Returns and refunds template tracks each request through to the refund. The At-risk orders template flags orders showing unusual signals before shipping, so you can decide.

Stock, shipping and reviews#

Other agents round out the setup:

  • Low stock alert: warns you before you run out, with the quantity to order based on recent sales.
  • Shipment tracking: spots stuck or late parcels and prepares a message to the customer before they start to worry.
  • Post-purchase review request: asks for a review a few days after delivery, once the customer has used the product.
  • Weekly sales report: gathers sales every Monday, with the products that are rising and those that are falling.
  • Competitor prices: tracks the prices shown for a list of comparable products.

For stock and supplier orders, the Stock and supplier orders chain links an agent that monitors levels with an agent that prepares replenishment.

Scenario: a home decor store run by two partners#

Picture a home decor and linen store with about a hundred products, sold on its own website and on a marketplace. The two partners share everything: purchasing, photos, packing, answering customers.

They start with customer service, because that is what eats up most of their fragmented time. The agent answers tracking and size questions and passes the rest on; they now only handle requests that truly need their attention. The following month, they launch the product description agent for the new collection: forty pages written from the purchasing spreadsheet, reviewed and corrected in one evening instead of a week. Finally, they add cart recovery, with a strict rule: a single reminder, no discount, only for customers who agreed to receive emails.

The customer service agent remembers the questions that keep coming up; at the end of each month, the partners ask it for the list of most frequent questions and update their FAQ accordingly.

Measuring whether the agent really helps#

An agent is only worthwhile if it improves something measurable in your store. Before launching it, note the starting point on a few simple indicators you already track or that your platform provides:

  • first response time in customer service, and the number of tickets handled without you;
  • the cart recovery rate after follow-up, compared with the previous period;
  • the number of complete product pages (description, specifications, meta description) across the catalogue;
  • the number of reviews received per month and their distribution;
  • the time you spend on it each week, honestly estimated.

After a month, compare. If an agent does not move its indicator, adjust its brief (tone, send time, rules) or stop it: an agent can be paused or deleted from the dashboard, and you only pay for active agents. Agents can even produce this tracking themselves: a monthly PDF or Excel report, sent by email, that pulls these figures from your tools.

Setting up your first agent#

  1. Choose the task that interrupts you most often. For many stores, that is customer service.
  2. Prepare the context: size guide, returns policy, delivery times, brand tone. Upload them as context files.
  3. Describe the task in the chat or start from a template in the e-commerce library.
  4. Connect your tools in one click, from more than 1,600 apps.
  5. Approve the sample and the monthly price announced, then keep human approval for the first few weeks.

An agent costs from €3/month, most between €9 and €49 depending on complexity. The Pro and Studio plans include several agents and storage space for your files and tables. See pricing and features.

What the agent must not do#

  • Invent a feature, a delivery promise or a certification.
  • Grant a refund or a goodwill gesture without approval.
  • Send marketing messages to people who have not agreed to receive them.
  • Handle a sensitive dispute without you.

If you do not have a website yet, the Small online store project template builds a hosted store that you refine in the chat. For brick-and-mortar businesses, the e-commerce use cases page and the article AI agents for restaurants and hotels offer more ideas.

  • e-commerce
  • online store
  • product descriptions
  • abandoned carts
  • after-sales
  • customer service

Frequently asked questions

Can an AI agent answer my customers 24 hours a day?

It can handle tickets at the frequency you choose, including evenings and weekends, for questions with factual answers (tracking, sizes, delivery times). Requests that commit the store, such as a refund, are passed on to you.

Are the product descriptions written by the agent unique?

Yes, they are written from your data and in your tone, not copied from a supplier. For them to be useful, provide precise information about each product: the agent must not invent anything.

Do I need Shopify to use these agents?

No. Agents connect to many platforms and tools among more than 1,600 apps, and a simple spreadsheet is enough for writing product descriptions. The architect tells you what is possible with your tools before building the agent.

Templates to try

These agents from the library are ready to launch: the architect only asks the questions that apply to you, and the price is shown before you commit to anything.

Browse the full library
  • Automation

    Abandoned cart recovery

    Customers who left a cart get a helpful reminder, not a pushy one.

    Klaviyo

    €19 per monthEvery day at 10 am, 2 pm and 6 pm

  • Automation

    Online store customer service

    “Where's my order?”, sizes, delivery times: common questions answered with the real status.

    GorgiasShipEngine

    €79 per monthEvery hour from 9 am to 7 pm

  • Automation

    Low stock alert

    A heads-up before you run out, with the quantity to order.

    Google SheetsSlack

    €9 per monthEvery day at 7 am

Describe your task. The architect builds the agent.

Explain what you want to automate in a single sentence. The architect asks its questions, connects your tools, shows you a sample and quotes the price before you commit to anything.

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