Segment

Aha Moment Discovery via Correlation-Then-Experiment

Brainstorm high-value actions, correlate them with conversion and retention, then experiment to prove causation

Productivity5 steps

Appetite Bracketing

Set a time budget, then ask what you'd do with more and less — the bracket reveals the efficient frontier.

Influence5 steps

Behavioral Pricing: Compromise, Decoy and Framing

Raise revenue 30%+ by reframing tiers and framing prices — without touching the product.

Build AND Buy

Reframe build-vs-buy as build-and-buy: buy 90% off the shelf, build the 10% that differentiates.

Building the PLG Team and Org

Start with a growth PM and an analyst, then formalize into a cross-functional PLG org with three growth heads

Bundling Strategy by Growth Motion

When to bundle products and when a single-product land wins

CDP vs Reverse-ETL Stack Decision

Choose a centralized CDP stack or a warehouse-plus-reverse-ETL stack based on your engineering resources.

Churn-Ranked Refocus Roadmap

When you're bleeding to competitors, throw out the plan and build the churn list, sorted by ARR.

Marketing6 steps

Company-Generated, Company-Distributed Content Loops

Build loops where your product creates branded content and distributes it into other people's workflows.

Copy Comps' Zero-to-One, Not Their Growth Hacking

Ignore late-stage growth tactics with no users — study what your archetype did to get its first 1,000

Culture as Calcification: The Pocket Rollout

You cannot melt an enterprise's culture — you chip it, one advocate-led pocket at a time.

Customer-Insight Career Leverage

Grow your career by pulling ground-level customer insights up to executives instead of waiting to be promoted

Day One vs Day 100 Feature Packaging

Free the features that create the aha moment; monetize the features whose value only emerges at scale.

Earn the No: Try to Make Yes Work First

Before rejecting an idea, sincerely attempt to make it work — then say no with receipts.

Sales3 steps

Enterprise Price-Ceiling Discovery

Keep asking for more until deals break; losing 20-30% to price is how you find the ceiling.

Experiment at 30: Trend Over Precision

You can run meaningful experiments with as few as 30 users — more data buys precision, not different trends.

Fail-Fast Iterative Validation

Since ~80% of hypotheses fail, use cheap validation methods first and reserve A/B testing for pre-vetted ideas

Familiarity-Anchor Copy for New Concepts

When users land but don't act, the product isn't wrong — anchor unfamiliar concepts to something they already know.

Four Leverage Buckets: Where to Start Your PLG Motion

Choose your first PLG investment among acquisition, activation, conversion, and retention by fit and leverage

Sales6 steps

Freemium Plan Design by Motivations for Motion

Design plans by mapping what drives someone to move up a tier — and measure product-driven revenue.

Future-Proof MTA Data Collection

Instrument first and last UTMs on day one so you can move to multi-touch attribution without waiting.

Marketing3 steps

Good Friction vs Bad Friction

Adding friction that addresses the user's psyche can increase conversion, because not all friction is bad

Growth-as-Cleanup-Crew Team Design

Point your first growth hire at known gaps, don't ask them to discover strategy from scratch.

How You Charge Beats How Much: Pricing-Model Design

Pick the monetization model, then the price metric, then the structure — the number comes last.

Innovation3 steps

Information-Diet Idea Divergence

Same inputs produce same ideas — mine your unique experience and starve the herd feed

Invest Profits, Not People: The Core Expansion Test

Fund new bets from the core's profits — never by moving engineers off the core.

Leaders, Fillers and Killers

Sort every feature into leader, filler or killer to configure packages that unlock segments.

Leap-of-Faith MVP Scoping

Scope the smallest build that tests your riskiest assumption, not a stripped-down product

Lower-Confidence, Higher-Volume Experimentation

Drop the 95% confidence bar to run more experiments, backstopped by qualitative corroboration and a pre-set game plan

Match Price to Value with a Value Metric

Pick the unit of value your customer gets, then charge against it so revenue scales as usage grows.

Productivity4 steps

Measurements vs. Insights Instrumentation

A measurement is an observed fact; an insight answers 'why' and changes what you do — instrument for the latter.

Physics-Then-Loops Growth Modeling

Map the fixed physics of your business first, then find the one underused lever inside them to change.

PLG Is Fundamentally DLG (Data-Led Growth)

Giving away a free product only pays off if you capture and analyze its usage data

Entrepreneurship3 steps

Pre-Sell Before You Build

Do customer validation and line up buyers before writing code or raising money

Innovation2 steps

Press-Release-First Product Ideation

Write the launch press release before you build to keep products marketable

Price Before Product: The Willingness-to-Pay Conversation

Have the pricing conversation months before launch and use it to prioritize what you build.

Price Your Product Like Your Roadmap

Treat pricing as a living system revisited every 6-12 months, not a set-and-forget decision.

Productivity3 steps

Problem-People-System (PPS)

Diagnose a systems request by problem and people first, never jump straight to the tool.

Productize to Segments (the 'You Can Act Differently' Test)

Segments are defined by needs and willingness to pay — and only count if you can act differently on them.

Sales4 steps

Reading the Signals for Product-Led vs Sales-Led Growth

A decision tree for whether and when to hire your first salespeople

Retention as Habit-Building Plus Expansion

Retain by baking high-frequency habits into the product, then convert steady usage into expansion revenue

Retention Benchmark Ladder

Concrete week-one cohort retention floors: ~80% friends/family, 60% free at scale, 20-30% paid.

Productivity4 steps

RICE with Deferred Confidence and Effort

Score reach and impact first; sit with the innovative bets before letting C and E kill them.

Mindset3 steps

Robust-Across-Futures Action

When the future is unknowable, choose actions that are ethical across a wide range of scenarios

Sales4 steps

Selling to Developers via Self-Serve Proof

Developers must prove products themselves, so invest in self-serve — sales can't convert them at the build stage

Innovation5 steps

Server-Side Events as the Default

Track events from your servers, not your clients — logs with a user ID are already events.

Six-Month Bets with a Collapsed W

Leaders ideate inside the teams' jam sessions instead of reviewing their output from outside.

Soft Launch / Hard Launch Decoupling

Let engineering ship when it's ready and let marketing launch when they're ready — never on the same date.

Innovation2 steps

Tar Pit Idea Detection

Spot the seductive ideas that draw everyone in and trap them — they validate but never work

Strategy7 steps

The 10-Point Company Quality Checklist

Ten hard metrics to judge whether a company is worth betting your career on

The Acceptable / Expensive / Prohibitively Expensive Price Ladder

Three questions that reveal both a price range and the psychological cliffs you must hide behind.

Communication2 steps

The Best-Practice Inversion Interview

Ask a candidate for a best practice, then for when it would not apply

The Break-Even Indifference Test

Offer economically identical pricing models and see which one people irrationally prefer.

Sales3 steps

The Calendar Customer-Contact Audit

20-30% of your calendar should say 'customer meeting' — in person, not behind a keyboard

Leadership3 steps

The Chief Engineer Trade-off Owner

Give one person moral authority over a whole product to keep design coherence in one head

Sales3 steps

The Collison Install (Last-Mile Close)

A 'yes' isn't a sale — hand-hold implementation until the customer is fully live

Communication7 steps

The Conference Talk Prep Loop

Narrative before slides, rehearse until it's automatic, then own the room before anyone is in it.

The Cross-Functional Pricing Process

Stand up a pricing committee, mine demand and willingness-to-pay with structured surveys, then set price.

Innovation5 steps

The Design-Led Architecture Stream

Give design a protected block to define the product's building blocks — or it will smuggle scope in at the end.

Entrepreneurship3 steps

The Don't-Die Keep-Going / Give-Up Decision

Deciding whether to persist or shut down by testing love, energy, and remaining moves

The Downturn Pricing Playbook (Never Drop the Price)

Three moves that protect price integrity in a recession: de-feature, non-pricing actions, change the model.

The Elevator-Pitch Product Vision Template

Fill six slots — customer, need, name, category, reason to buy, differentiation — and you have a vision statement.

The Five PLG Readiness Components

The five things a product must have before a product-led motion can work

The Fixed-Window Pivot Decision

Time-box a full-focus test on the one thing that matters, then let the team name the next bet

The Full PLG Funnel Audit

Walk your own funnel as a confused buyer, then overlay the data to find your highest-leverage fix

The 'Going Home' Pivot

A good pivot moves warmer — toward your existing expertise and what your last idea taught you

Leadership7 steps

The Growth Org Triad: People & Process, Strategy, Data

A growth org only works when all three of people/process, strategy and data are healthy at once.

Entrepreneurship3 steps

The Hated-Incumbent Idea Prompt

Find a big incumbent customers hate with terrible software, then build the replacement

Strategy2 steps

The Ideas-Left Pivot Timing Test

Pivot when you're out of credible growth ideas, not just because growth is slow

Communication5 steps

The Impacts & Learnings Review

The one meeting a growth team can't skip: discuss learnings and implications, never status.

The Loop-Based Growth Strategy Model

Document how you actually grow as connected loops, then let the biggest constraint pick your quarter.

The Narrow-and-Deep Community Wedge

Win one persona, one context, one use case in a community you can meaningfully influence — then widen.

The Nirvana Vision / Relentless Mission Framework

Vision = the customer's Nirvana state, with your company deleted from it. Mission = how you'll get them there.

The Now-Next-Later Roadmap

Replace the Gantt timeline with three confidence buckets so plans get vaguer as they get further out.

Influence3 steps

The Panini Effect

Show your product line as an unfinished puzzle and attach rates jump from 20% to 40-50%.

The Path to the C-Suite

Five career levers plus a work ethic that compound you into an executive

The Pill-in-the-Hot-Dog Onboarding

Bury the intimidating-but-necessary onboarding step inside familiar, exciting content instead of leading with it

Productivity4 steps

The PLG Data & Infrastructure Stack

The three infrastructure layers plus per-funnel-stage tools every PLG motion needs

The Roadmap as a Prototype for Your Strategy

Treat the roadmap like a design mock-up: its value is in the feedback it provokes, not the document itself.

Influence4 steps

The Sales Team Parity Argument

Ask for exactly the accountability sales gets: budget, experiments, and outcomes — not named deals on named dates.

The Sticky Engine of Growth

Model retention by the three, and only three, reasons a customer returns to your product

The Team-Based Activation Ladder (Setup → Aha → Habit)

Find the habit moment that predicts retention, then work backwards to the aha and setup moments.

Marketing3 steps

The Three Cs of Accelerating Word-of-Mouth

Right people, right content, right communities to amplify organic growth

The Three Ingredients of Hypergrowth

Beloved product, viral word-of-mouth, and the ability to ride the lightning

Communication5 steps

The Ungated Customer Feed

Pipe raw customer feedback into Slack with no gatekeeper — and let engineers email the customer directly.

The Wizard of Oz Validation Method

Validate a feature's value and conversion rate before building anything by faking the backend manually.

Mindset3 steps

Thinking Gray

Defer black-or-white judgments about decisions and people until the last responsible moment.

Tool-Agnostic Hiring Test

Screen martech candidates for curiosity, engineering scrappiness, and freedom from tool bias.

Trust-by-Structure Governance

Embed your promises into the company's structure so they hold even when you're gone

When to Centralize a Martech Function

Use the 100-150 person threshold and b2c/b2b axis to decide when and where to own martech.

Year-Horizon Growth Portfolio

Protect growth teams from weekly-win pressure by committing to low/medium/high bets over a year-long horizon