Sense your product's market with AI, without amplifying the noise.
A self-paced, on-demand course that turns market sensing and competitive analysis from a quarterly calendar event into a continuous reflex. The course is roughly 60 minutes, includes four lessons, and you walk out with a Product Vision Canvas you can put in front of an executive.
$199 • Self-paced • 1 hour • Instant access
Your target market moves faster than traditional competitive analysis.
Market signals have never been louder, faster, or more ambiguous. And if you're like most product professionals, your sensing still runs on the calendar: the quarterly competitive review, the annual offsite, the three-week analysis that describes a landscape that has already moved. In between, you react to whatever signal is loudest.
AI was supposed to fix this. But pointed at the market without a strategic filter, it amplifies the noise—and confidently hands you hallucinated market sizes and competitor claims you have no way to catch before they reshape your roadmap.
The real cost: building exactly what was asked for while the signal that mattered sits in plain sight.
What You'll Learn
By the end of AI-Empowered Customer and Market Sensing, you'll be able to:
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1
Sense how your market is moving continuously.Use AI research agents to scan the forces that move whole industries, at a speed no quarterly process matches, and judge which are genuinely macro versus local noise.
2
Synthesize customer and market signals with judgment.Find the job behind the job, spot the emergent needs that surface as workarounds before customers can name them, and combine local signals with your macro picture instead of piling on more information.
3
Validate signals before you trust them.Run every signal through two gates—verify it's real (source, claim, corroboration), then filter it through Desirable, Viable, Feasible, and Sustainable mental modes to find the problem worth solving.
4
Turn validated signals into a product vision.Assemble your Product Vision Canvas, reconcile the tensions, and distill it into a positioning statement stakeholders can act on.
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Who Should Take This Course
This is for you if you're a product manager whose competitive analysis runs on a cadence
such as the quarterly review or annual off-site, and you know the landscape has already moved by the time the deck is done.
This is for you if you serve internal teams and build exactly what stakeholders ask for,
but adoption still stalls while the real signals sit unread in workarounds and shadow tools.
This isn't for you if you're looking for a formal market-research methods course or a hands-on data-engineering build.
This course teaches sensing literacy for product professionals: reading the signals, validating them, and turning them into a vision. It is not survey design or analytics tooling.
$199 • Self-paced
Start the courseHow the course works
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1
Enrollto get instant access at $199. Start the course on your own schedule—no cohort, no deadlines, no time pressure.
2
Complete the courseby moving through a short opening and four focused lessons in about 60 minutes, built more on doing than watching. Each lesson includes a live AI exercise—a macro research sweep, signal synthesis, catching planted failures in an AI-generated brief—and adds one validated slice to your Product Vision Canvas.
3
Apply it Monday morningby taking one real signal from your own context and run it through both gates: validate it, filter it, fill the canvas, and share the positioning statement with a colleague. Where they get curious and where they get skeptical—those are your first discovery signals.
AI product fluency is the new professional standard
The product professionals who win are not the ones with the most data. Everyone has data; AI made sure of that. What they have is an ability to sense the whole market, know which signals matter, verify them, and turn them into a vision the organization will act on.
Self-paced • Bring your own Model • Earn a completion badge
Enroll Now—instant access for $199.png)