Most founders think they are using AI because someone on the team has a ChatGPT subscription. That is not AI readiness. AI readiness is when your product discovery, customer retention, pricing, and operations are systematically better because of machine intelligence, and your organisation has the data, people, and processes to sustain it. This diagnostic scores your organisation across five dimensions. It tells you exactly where you are, what is holding you back, and what to fix first.
5Dimensions Scored
10Questions
20Score out of 20
10 minTo complete
Question 1 of 10
Dimension 01 · Data Foundation
01 / 10
Your data foundation determines the ceiling of everything AI can do for your business.
How would you describe your customer data today?
Dimension 01 · Data Foundation
02 / 10
Repeat purchase behaviour is the single most important signal in D2C. How well do you see it?
How do you currently measure repeat purchase behaviour?
Dimension 02 · Discovery Intelligence
03 / 10
How your next product gets decided is one of the clearest signals of where an organisation sits on the AI readiness curve.
How do you currently decide what product to build or launch next?
Dimension 02 · Discovery Intelligence
04 / 10
Category intelligence is the difference between discovering opportunities and reacting to them.
How do you track what consumers are saying about your category?
Dimension 03 · Customer Intelligence
05 / 10
The best organisations know a customer is leaving before the customer has decided to leave.
How do you identify customers who are about to stop buying from you?
Dimension 03 · Customer Intelligence
06 / 10
Personalisation is the gap between brands that grow through retention and brands that grow through acquisition spend.
How personalised is your post-purchase communication?
Dimension 04 · Operations and Automation
07 / 10
CX automation is usually the fastest AI win available to a D2C organisation. How far along are you?
How much of your CX workload is handled without human intervention?
Dimension 04 · Operations and Automation
08 / 10
Pricing and inventory decisions are where AI creates the most leverage, and where most D2C brands are still running on gut feel.
How are you using AI or automation in pricing and inventory decisions?
Dimension 05 · Leadership and Decision-Making
09 / 10
How leadership makes decisions is the single biggest predictor of whether AI investment compounds or evaporates.
How does your leadership team make major product and growth calls?
Dimension 05 · Leadership and Decision-Making
10 / 10
Manual work that AI could do is not just an efficiency problem. It is a strategic opportunity cost.
How much of your team's time is spent on work that AI or automation could do?