B2A Customer Digital Twins
We test the offer and ad messages on AI digital twins of your customers. We compare the variants and find the weak and strong points on the way to the sale.
You get a pre-market assessment of the offer and specific improvements to it.
Your customers answer
before you have asked them
Once the strategy is clear, we present it to AI simulations of your target groups. You see how they react to the price, where they hesitate and what convinces them, while everything can still change.
- Price
- 700 € one-off
- Payment
- 50% upfront, 50% on completion
- Input data
- CRM, reviews, enquiries
- Scope
- One test cycle
Every twin
has a real prototype
We simulate customer groups from the traces they leave in your business: what they ask, what they dispute and what they buy.
01 · Customer data
We work with your CRM data, reviews and enquiries, and your sales team tells us which objections they hear most often.
02 · Segmentation
We group customers by how they make purchase decisions, not only by demographics.
03 · Calibration
We check the twin's reactions against the real behaviour of the group it represents and fine-tune it when they differ.
04 · Comparative test
One offer in several variants, presented to the same group under the same conditions.
05 · Content gaps
We note the objections your website and offer do not yet answer, and what to track after launch.
When it pays off
In the market, every mistake costs money.
In the simulation, we just fix it.
Before a decision that is hard to reverse: a new offer, a price change, an ad campaign. And when your team is choosing between several equally strong variants and arguments cannot settle it.
A test that
finds the right offer
The simulation ranks the variants by strength and shows the moment the customer gives up.
- 01
Brief and audience
We clarify the decision ahead, the target groups and the variants to compare.
- 02
Test scenarios
We prepare product and communication scenarios from your real materials: offer, prices, ads.
- 03
Simulated reactions
We present each variant to each group under the same conditions and record the reactions, objections and approvals.
- 04
Analysis and recommendations
We tell you which variant to launch, what to fix before launch and what to track after it.
A fixed price
for an uncertain choice
The full test cycle costs 700 € one-off. You pay 50% upfront and 50% on completion.
- A matrix of claims, objections and reactions by group.
- Benchmark questions for measuring results after launch.
- A list of gaps in the website and the offer.
- A plan for checking key decisions with real people.
B2A Customer Digital Twins
Pre-market assessment
Calibrated twins of your customer groups, a comparative test of the variants, an objection matrix and a plan for the next steps.
B2A Product
Research and strategy
Market and competitor research, offer, messages and ad channels: the strategy the twins test.
The Full Stack package includes the whole B2A system, with agentic commerce included as a bonus.
See Full StackGet to know
the digital twins
Frequently asked questions:
What is an AI digital twin?
An AI simulation of one of your customer groups. We build it from real data about your customers and use it to test offers, messages and positioning before they reach the market.
Does it replace research with real people?
No. The twins give a quick answer between two real studies. High-risk decisions in product, medicine, law and finance also require direct research with people.
How accurate are the results?
Accuracy depends on the data the twins are built from. We check the conclusions against your customers' real behaviour and tell you openly what the simulation can and cannot show.
How does this help AI visibility?
It shows which questions and objections need a clear answer on your website. That is exactly the kind of content AI systems read and recommend.
How is it different from B2A Product?
B2A Product creates the offer and strategy; B2A Customer Digital Twins tests them on simulated customers before the real launch.
What materials do you need to start?
The offer or messages you are choosing between, information about your customers and the data you have: CRM, reviews, enquiries. Also tell us the decision ahead.
Which decision
are you putting off because of the risk?
Tell us about your business and the choice in front of you: a new offer, price or message. We will prepare the test that shows you the right move.
Need the complete B2A system? Full Stack combines all six layers and includes Agentic Commerce as a bonus. For a standalone implementation, see Agentic Commerce.
Order or individual inquiry
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