Market playbooks
One product. One lesson at a time.
Open only the playbook you want to inspect. Each note leads with the operating lesson, not a wall of screenshots and metrics.
Independent research
Four distribution systems worth taking apart.
Click a box to reveal the short lesson and how it maps back to our services.
CAL AIThe power of building in public.
How visible iteration turns product development into an acquisition surface.
Open lesson +
01Show the product learning, not only the polished result.
02Make the product's magic moment easy to demonstrate.
03Let audience response shape the next test.
Maps to Consultancy and Execution.
ONCE.FILMAI in product-generated UGC.
When the product experience itself creates the content people want to share.
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SHELFThe UGC empire.
How many native accounts and formats can build one connected distribution system.
Open lesson +
01Build for communities, not one generic brand audience.
02Give each account a native angle and reason to exist.
03Repeat the winning structure without repeating the same post.
Maps to Consultancy and Execution.
HALO AIA repeatable creator system.
How one recognizable format can become a scalable learning and distribution loop.
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Apply the lesson
What should your product test next?
Share the context and the distribution problem you are trying to solve.