AI Opportunity Fit Diagnostic
Answer 16 guided questions. See your direction, strengths, largest bottleneck, next evidence milestone and a practical 7–14 day move.
Start free diagnostic ↗AI opportunity intelligence for real decisions
Less AI noise.
Better next moves.
Discover an AI direction that fits your strengths, explore its commercial potential and plan your next steps using practical evidence.
Free assessment · Approximately 3 minutes · No purchase required
A clearer decision path
01 · UnderstandFind your AI opportunity route
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02 · TestIdentify your evidence milestone
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03 · DecideCompare opportunity, effort and risk
Clearer prioritiesPractical next stepsEvidence before spend
Start here
A useful first step. A more rigorous second step.
Use the free assessment on its own. If you want a structured workbook to compare specific commercial opportunities, the Money Map is available separately.
AI Opportunity & Future-Proof Money Map v1.0
$49
Go beyond identifying a route. Compare evidence, buyer conditions, economics, implementation burden and uncertainty using guides and an interactive workbook.
Explore the Money Map →Business AI Opportunity & Implementation Blueprint
A bounded, qualified pilot for smaller U.S. digital and marketing agencies. Separate business engagement; not an instant-download checkout.
See agency pilot details →Our approach
Useful decisions start with honest unknowns.
AI offers real possibilities, but not every promising idea is worth time or money today. We focus on what a buyer could actually test.
Why AIR exists →Questions worth answering first
- Who has this problem, and how do we know?
- What evidence exists beyond enthusiasm?
- What would implementation demand?
- What would make us test further—or park the idea?