Frameworks
Reusable mental models and step-by-step frameworks for diagnosing and driving product growth.
All frameworks posts
20 results · sorted by most read
What are Growth Loops and How to use them.
And it's hiding in plain sight, used by companies like TikTok, Notion, and Reddit.
AI SDR: Buy, Pilot, or Wait?
A practical way to buy, pilot, or wait on an AI SDR before it creates costly, unmeasured work.
Growth Funnels vs. Growth Loops
Funnels leak. Loops compound. A practical guide to designing growth that feeds itself.
How Ben Horowitz defines Good Product Manager vs Bad Product Manager?
Mobile App User Acquisition for AI Search Apps: Test the Return Loop First
A decision guide for buying installs only after an AI search app can prove a useful answer, saved context, and a reason to come back.
Customer Retention Strategies That Move the Number
The retention plays that actually shift the curve, with named-company proof and the metric to watch for each.
SaaS Growth Benchmarks: Match the Cohort First
A benchmark helps only after you match the metric, cohort, period, and commercial profile.
Fintech Mobile App User Acquisition: Prove the Promise Before the Install
A practical path from an honest offer to an approved first action, with the cohort math that keeps cheap installs in perspective.
The Patient GTM Playbook: Start Months Before Launch
Problem Validation vs. Solution Validation vs. Product Validation - Understand the Difference
Customer Acquisition in Financial Services: Cheap Installs Can Cost More
Define the financial relationship your acquisition budget buys, then compare channels on the same customer event and clock.
Loyalty Programs and Retention: What Transfers to SaaS
The research on loyalty programs is good, large, and almost entirely about retail. Here is the part that survives the move to software.
Mobile User Acquisition for Workflow AI: Prove the Handoff
A playbook for buying one cohort around a phone-sized job and tracing it through agent review, durable output, and the next real task.
Paid User Acquisition for AI Agents: Pass Five Gates Before You Scale
Decide whether to wait, buy one learning cohort, or scale by testing completed work, return behavior, reliability, contribution economics, and signal quality.
5 Product Growth Hacks That Will absolutely Dominate 2025
5 Strategies for Turning Your Product into a High-Growth Powerhouse in the AI-Driven Era
how to do marketing research when...
Do You Really Know What Your Customers Want? A Straight-forward Guide to Marketing Research
Startup's roadmap to failure: what you must NOT do!
Benchmarking and Prioritization in Product Growth
A Comprehensive Guide to Data-Driven Product Growth Strategies and Cross-Functional Collaboration
