f(Funnel Query)DEFINED SKILL
Answer acquisition, activation, and retention questions across channels.
- EVAL
- Attribution assumptions and source freshness are shown.
- CONNECTORS
- HubSpot, Meta, GA4, Stripe
- OUTPUT
- Funnel analysis
f(reach) / SYSTEM ITEM
Growth & Reach
Plan and evaluate product communication across channels with the context of who you are trying to reach, what changed, and what the signal means.
WHAT IT TAKES IN
Context becomes useful when the inputs are named.
WHAT IT GIVES BACK
Outputs you can pick up and act on.
DEFINED SKILLS INSIDE F(REACH)
From a module name to work you can run.
Each function is a defined skill with its own purpose, evaluation boundary, connector context, and output artifact. That is what makes a module useful in practice.
f(CAC Intelligence)DEFINED SKILL
Estimate acquisition cost with a transparent model.
- EVAL
- Spend, conversion, time window, and model assumptions are inspectable.
- CONNECTORS
- Ad platforms, CRM, analytics
- OUTPUT
- CAC intelligence report
f(Channel Recommendation)DEFINED SKILL
Recommend the next channel experiment from audience and performance context.
- EVAL
- Recommendation maps to observed signal and a measurable outcome.
- CONNECTORS
- Campaign, funnel, and positioning context
- OUTPUT
- Channel experiment brief
PRODUCTF PROMISE
Automation should make judgment easier to see.
Relevance over volumeEvery experiment leaves a traceGrowth feeds product learning