ViravanceDo AI chatbots increase conversion and order value?
What the evidence says about AI chat and ecommerce conversion and order value, the five numbers to track, and one real store's results with their limits.
By Viravance Editorial · Updated · 6 min read
Can an AI chatbot raise an online store's conversion rate and average order value? It can, but the evidence is thinner than the marketing makes it sound. Most published numbers come from companies that sell chatbots, so the safest answer is to measure it on your own store.
What the published numbers say, and how far to trust them
You'll see two kinds of claims. One is that shoppers who chat convert at a much higher rate than shoppers who don't. The other is that stores using AI shopping assistants see larger orders and higher conversion than stores that use AI only for customer support. Both come mostly from vendor reports and the articles that repeat them.
Treat them as directional. A visitor who starts a chat is already more interested than one who doesn't, so a higher conversion rate among chatters is partly selection, not proof that the chat caused the sale. Lift estimates for order value also vary widely between sources, and few come with a method you can check.
Why a good assistant might raise order value
These are reasons it could happen, not guarantees:
- It answers the question that was about to end the visit: sizing, compatibility, delivery time, returns.
- It helps a shopper choose the right option instead of the cheapest one, and can suggest what goes with it.
- It handles the shoppers who would never fill in a checkout on their own.
It can also go the other way. If the assistant steers people to a cheaper item that fits them better, average order value can fall while customer satisfaction rises. That's why you track both.
One store's real numbers
At one live online store, in one recent month, the AI front desk took 21 orders worth $3,057, which was 13.0% of that store's revenue. Its orders averaged $146, against $117 for the 175 orders placed directly.
That's one store and one month. With that few AI orders the gap could be partly chance, and it doesn't prove those sales would otherwise have been lost. The case study lays out how the numbers were measured and what they don't show.
Read the case study, with the numbers and their limits.
The five numbers to track
- Conversion rate of visitors who chat, next to visitors who don't, tracked as separate groups.
- Average order value of orders the assistant took, next to orders placed directly.
- Share of revenue that came through the assistant.
- Hand-off rate: how often a person had to step in, and why.
- Cost against what it earned: sales landed divided by what you paid that month.
How to test it fairly
- Compare the same weeks before and after, and avoid comparing a holiday month with a quiet one.
- Give it at least a month or two, since results build as customers find it.
- If you have enough traffic, split visitors so only some see the chat, and compare them.
- Read the conversations. The reasons shoppers hesitate tell you more than the totals.
What chat can't fix
Abandoned carts are usually friction: surprise costs at checkout, unclear delivery times, doubts about returns, and product questions nobody answered. An assistant can answer the last one at any hour and explain the others, but it can't fix a shipping policy that surprises people. Fix the policy first.
See how Viravance takes orders by chat and phone.
How AI order taking works, step by step.
How to measure whether it's worth it.
Common questions
Do AI chatbots really increase conversion rates?
They can, but the commonly quoted numbers come mostly from vendors and partly reflect that interested shoppers are the ones who chat. Test it on your own store, comparing the same weeks and tracking chat and non-chat shoppers separately.
How much can an AI assistant raise average order value?
Sources disagree, and few explain their method. One live store saw its AI orders average more than its direct orders in one month, but that's a single store and a small number of orders. Measure your own.
What should I measure first?
Average order value of assistant orders against direct orders, and the share of revenue that came through the assistant. Those two show quickly whether it's earning.
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