Build a Growth Engine AI Can't Commoditize

Identify what customers actually want before scaling

Separate assumptions from real evidence using customer pain, behavior, urgency, workarounds, and willingness to pay.

Build a clear Market Signal statement based on observable customer behavior, not vague interest or vanity metrics.

Turn rented attention into distribution you control

Map where customers discover you today and identify which channels disappear the moment you stop feeding them.

Convert traffic, followers, events, and partnerships into relationships and assets you can repeatedly reach.

Build a growth loop where customer activity creates more growth

Identify the customer action that represents real value and can become the starting point of a growth loop.

Map how product usage creates an artifact, result, invitation, or exposure that can bring in the next customer.

Turn customer behavior into proprietary knowledge

Separate generic public knowledge from insights created through your own customers, experiments, usage, and outcomes.

Identify what your company should know after 1,000 customers that a new competitor cannot simply prompt AI for.

Know which part of your growth engine to fix next

Score your business across Market Signal, Owned Distribution, Accelerating Loops, and Tribal Knowledge

Identify the weakest part of your MOAT instead of chasing disconnected tactics or whatever channel is fashionable.

Leave with three prioritized experiments and a clear roadmap

Choose the three experiments most likely to strengthen the weakest part of your growth engine.

Define success metrics and clear double-down, iterate, or kill thresholds before each experiment begins.