Capital allocation
Which constraint deserves investment? We compare costs, evidence, and the next decision across organic and paid acquisition.
Better acquisition
decisions start here.
A considered view of search visibility, acquisition economics, and AI-enabled operating practice for investors and portfolio companies.
Research agenda
Measurement
What does the number establish? We separate visibility, qualified demand, attributed outcomes, and incremental contribution.
Operating practice
How does a new finding change the work? We connect source-led research to proposed practices and bounded tests.
Founder articles
The first articles are in author review. Our editorial cadence is three researched drafts per week, with publication after the founder approves the argument, evidence, and voice.
Sources before slogans
We start with official platform guidance, methodological research, and clearly scoped observations. Platform documentation establishes documented behavior. A study supports conclusions within its design. A recommendation still needs to be tested for the company making the investment.