E-commerce
July 1, 2026
Free samples can help a customer discover a brand, choose a shade, test a texture, or complete an order. But they can also raise questions: how many can you choose, why are some unavailable, can you receive them alone?
The chatbot must recommend without overpromising. It must explain the limits, stock, conditions for adding to the cart, and important precautions, especially for beauty, health, or food products.
This guide explains how to manage free samples with an AI chatbot, while keeping the experience simple and pleasant.
Summary
Why do samples matter?
A sample can reassure before a larger purchase. It helps the customer to compare, discover a range, or avoid a wrong choice.
But the sample remains a promotional promise. If it is not available or if it does not match the request, the customer can be disappointed even if the main product is correct.
A free sample seems small, but it strongly influences the perception of the order.
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Which rules should be explained?
The bot must specify the number of permitted samples, the available products, shopping cart conditions, limits per order, and any geographical restrictions.
It must also state whether the samples are chosen by the customer or added based on availability. This distinction avoids many misunderstandings.
How do I order a sample?
The chatbot can ask for the customer's goal: discovering a range, testing a shade, checking tolerance, comparing two products, or preparing a future purchase.
Next, it offers a simple recommendation, with a clear disclaimer if the stock changes. For sensitive products, it must point out that the sample does not replace medical or professional advice.
This recommendation must remain concrete. A customer hesitating between two skincare products, two fragrances, or two shades does not need a full catalog; they need a logical choice that is easy to add to the cart.
How to manage stock?
Samples are often available in limited quantities. The bot must explain that a visible sample may become unavailable before cart validation.
If a choice is missing, it can suggest a similar sample or explain that the team sometimes prepares an alternative depending on stock.
What should I do if the sample is missing?
After delivery, the bot must check whether the sample was indeed confirmed in the order, if it was subject to availability, or if it had to be added manually.
It must acknowledge the disappointment without automatically promising a redelivery, as the logistical cost may exceed the value of the sample and the policy varies by brand.
Which flow to follow?
The flow should guide without complicating the purchase.
Understand the customer's objective or the main product.
Check available samples and cart limits.
Recommend a suitable option with a stock reserve.
Explain how to add it or where to see it in the cart.
Transfer cases of delivered orders with a confirmed missing sample.
Which messages should be used?
To recommend: “If you wish to discover this range, the closest sample is this one. Its availability may depend on stock at the time of validation.”
For a limit: “You can choose up to [number] samples per order according to current conditions.”
For a missing item: “I am checking if the sample was confirmed in your order or added based on availability.”
When to transfer?
The transfer is useful if a confirmed sample is missing, if the customer reports a reaction or an allergy, if a campaign promised a specific sample, or if the cart does not allow the addition despite eligibility.
The bot must transmit the order, the requested sample, the main product, the campaign rule, and the reason for contact.
Which KPIs should be monitored?
Track requested samples, accepted recommendations, out-of-stock items, blocked baskets, missing samples, and sensitive requests related to tolerance or allergy.
These metrics show which samples really help convert and which ones create frustration.
Which mistakes should be avoided?
Avoid promising a specific sample without stock, neglecting restrictions per order, or giving sensitive advice without limits.
An effective chatbot makes the sample useful, but keeps expectations realistic.
How can Qstomy help?
Qstomy can connect the chatbot to the customer context, cart, order, and support rules to respond clearly, and then transfer sensitive cases with an actionable summary.
The goal is to provide a helpful response without promising an action that still depends on human or operational verification.
Explore AI support, the AI sales agent, or request a demo.
Key takeaways
Takeaways
Free samples are useful when their conditions are simple and visible.
What the customer must understand
The customer must know how many they can choose, which depends on stock, and how the sample appears in the shopping cart.
The chatbot's limit
The chatbot can recommend and explain, but it must transfer sensitive cases, allergies, and confirmed missing samples.
Enzo
July 1, 2026
