In short
Use AI to map who has the problem, what they use today and what they pay, then run one small real-world test. Only a customer action, such as a signup or payment, validates an idea; AI research only narrows it down.
Map the problem
Ask the AI to list who has the problem, how often, and what it costs them. Check the sources it cites.
Find current alternatives
What do people use today, and what do they pay? If nothing exists, ask why before celebrating.
Run one small test
- A simple page describing the offer.
- One channel where your customers already are.
- A clear action: join a list, book a call or pre-order.
Read the signal honestly
Interest is not demand. Decide in advance what result counts as success, and stop or change course if you miss it.