“I saw this firsthand when I was at Airbnb, where our experimentation platform was critical for analyzing what worked”
Eppo
By Eppo
28 recommend/use · 59 sourced episodes
Every sourced reference
Short attributed excerpts only. Timestamps are approximate.
“Data Dog, now home to EPO, the leading experimentation and feature flagging platform.”
“now home to EPO, the leading experimentation and feature flagging platform.”
“now home to EPO, the leading experimentation and feature flagging platform.”
“now home to EPO, the leading experimentation and feature flagging platform.”
“EPO is a next generation AB testing and feature management platform”
“EPO is a next generation AB testing and feature management platform”
“Check out EPO at get epo.com/lenny and 10x your experiment velocity.”
“Check out EPO at geto.com/lenny and 10x your experiment velocity. That's get epo.com/lenny.”
“EPO is a next generation AB testing and feature management platform built by alums of Airbnb and Snowflake for modern growth teams.”
“EPO is a next generation AB testing and feature management platform built by alums of Airbnb and Snowflake for modern growth teams.”
“EPO is a Next Generation AB testing and feature management platform”
“companies like twitch Muro clickup and DraftKings rely on EPO to power their experiments”
“check out EPO at get ./ Lenny and 10x your experiment velocity”
“EPO is a Next Generation AB testing and feature management platform”
“check out EPO at Geto com/ Lenny and 10x your experiment velocity”
“this episode is brought to you by EPO EPO is a generation AB testing and feature management platform”
“this episode is brought to you by EPO EPO is a Next Generation AB testing and feature management platform”
“EPO is a Next Generation AB testing and feature management platform”
“EPO is a Next Generation AB testing and feature management platform built by alums of Airbnb and snowflake”
“EPO is a Next Generation AB testing and feature management platform”
“Eppo is a next-generation A/B testing and feature management platform built by alums of Airbnb and Snowflake for modern growth teams.”
“EPO is a Next Generation AB testing and feature management platform”
“this episode is brought to you by EPO EPO is a Next Generation AB testing and feature manag M platform”
“EPO is a Next Generation AB testing and feature management platform”
“check out EPO at geo.com Lenny and 10x your experiment velocity”
“EPO is a Next Generation AB testing and featured management platform”
“EPO is a Next Generation AB testing and feature management platform”
“check out EPO at geo.com Lenny and 10x your experiment velocity”
“EPO is a Next Generation AB testing and feature management platform”
“Check out Eppo at geteppo.com/lenny and 10x your experiment velocity.”
“EPO is a Next Generation AB testing and feature management platform built by alums of airbeam be and snowflake”
“check out EPO at geo.com Lenny and 10x your experiment velocity”
“EPO is a Next Generation AB testing and feature management platform”
“This episode is brought to you by Eppo. Eppo is a next-generation AB testing platform built by Airbnb alums”
“EPO is a Next Generation AB testing platform built by airb alums”
“this episode is brought to you by EPO EPO is a Next Generation AB testing plat platform”
“Check out Eppo at geteppo.com. That's geteppo.com and 10x your experiment velocity.”
“EPO is a Next Generation a b testing platform built by Airbnb alums for modern growth teams”
“Check out Eppo at geteppo.com. That's geteppo.com and 10x your experiment velocity.”
“EPO is a Next Generation a b testing platform built by Airbnb alums for modern growth teams”
“check out eppo.com that's getepo.com and 10x your experiment velocity”
“check out Apple at get epppo.com that's getepo.com and 10x your experiment velocity”
“this episode is brought to you by EPO EPO is a Next Generation a b testing platform built by Airbnb alums”
“check out eppo.com”
“EPO is a Next Generation a b testing platform built by Airbnb alums for modern growth teams”
“check out people at get eppo.com”
“Check out Eppo at geteppo.com.”
“This episode is brought to you by Eppo. Eppo is a next-generation AB testing platform built by Airbnb alums”
“EPO is a Next Generation a b testing platform built by Airbnb alums”
“check out EPO at getepo.com”
“EPO is a Next Generation a b testing platform built by Airbnb alums for modern growth teams”
“check out EPO at getepo.com”
“check out eppo at getepo.com get eppo.com and 10x your experiment velocity”
“EPO is a Next Generation a b testing platform built by Airbnb alums for modern growth teams”
“EPO is a Next Generation AB testing platform”
“EPO is a Next Generation a b testing platform built by Airbnb alums for modern growth teams”
“some of the modern tools here like EPO which offers experimentation for the modern data stack”
“This episode is brought to you by Eppo. Eppo is a next-generation A/B testing platform built by Airbnb alums”
“check out EPO at getepo.com get eppo.com and 10x your experiment velocity”
“check out EPO at getfo.com get eppo.com and 10x your experiment velocity”
“check out eppo at getepo.com get eppo.com and 10x your experiment velocity”
“EPO is a Next Generation a b testing platform built by Airbnb alums for modern growth teams”
“this episode is brought to you by epo epo is a next generation a b testing platform built by airbnb alums”
“check out epo at getepo.com”
“i usually look at something like epo to just automate the decision-making flow”
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Eval-Driven Product Development
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Experiment at 30: Trend Over Precision
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Experiment Only When You Need To
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Fail-Fast Iterative Validation
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Fall-On-Your-Face Taste Calibration
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False Positive Risk and the Replication Protocol
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Familiarity-Anchor Copy for New Concepts
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Fault-Tolerant User Interfaces
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Fear-Origin Audit for Product Bets
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Few-Shot Prompting
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Find the Loops Available to You
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Find-the-Nugget Angle Selection
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Flash Tags for Calibrated Feedback
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Flash Tags: Labeling the Intent of Every CEO Message
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Focus With Guardrails
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Founder-in-the-Details Operating Model
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Founder Intuition vs Team Expertise Handoff
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Founder-Mode Navigation: Objective Behind the Ask
Treat the founder as a lever, and every founder directive as a mechanism hiding an objective.
Frameworks as Job Aids, Reps as the Goal
Adopting a framework is never the goal; getting reps through the full loop is.
Future-Backward Aspirational Strategy (Big-s)
Design-led, ~6-month process that imagines distinct 5–10 year futures and prototypes them as concept cars.
Game Design, Not Gamification (Build Toys, Then Games)
Make software fun by designing real toys that reward playful exploration — not by bolting on points and badges
Gardening Over Building (Farming for Miracles)
Plant many cheap compounding seeds instead of manufacturing outcomes with brute effort.
Good Friction vs Bad Friction
Adding friction that addresses the user's psyche can increase conversion, because not all friction is bad
Go-to-Market as a Product
Design the buying journey as a sequence of experiences, and add value at every touch whether or not they buy
Group Office Hours Accountability Loop
Peer accountability plus a two-week goal cadence that makes lonely founders execute
Growth Accounting
Measure net growth as new minus churned plus resurrected to find your real lever.
Growth-as-Cleanup-Crew Team Design
Point your first growth hire at known gaps, don't ask them to discover strategy from scratch.
Guided Onboarding Wizard
Replace tooltips with an immersive wizard that builds the user's first workflow with them
Guild Nights
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Handbook-as-Code
Treat how the company operates as a versioned repo anyone can submit a merge request against
Hand the Toil to the Model First
Delegate the boring, repetitive parts of engineering to agents before anything else, and collapse the path to production.
Hard-Bar Activation Metric Selection
Pick the activation metric only 5-15% of users hit, then decompose it into levers
Hard Feedback, Both Directions
Receive: feel it, don't react, come back curious. Give: state the care out loud, then be direct about perception.
High-Ceiling Market Test
Attack markets with a high ceiling and easy switching; incumbents win only where there's little left to build.
Hire Slow, Fire Fast: The Spiky-Hire Executive Playbook
Beat the 50% executive-failure rate by hiring spiky over well-rounded and running real blind references
Hold the Mindset Loosely, Stay Attached to Growth
Keep the growth, hold the 'mindset' loosely — nailing it down turns growth into a fixed mindset
Homogenize the Early Experience for Retention
Move retention by fixing unlucky bad first experiences, not by nudging people about to churn
Human-in-the-Loop Algorithm Design
Decide explicitly what the algorithm owns, what the human owns, and how the handoff works.
Humble Inquiry Interview Mode
Interview to learn, not to sell — lower your status, smile, and weight past behavior over stated intent
Hypothesis-Driven Experimentation: Learning as a Win
Reframe experiments from winners/losers to hypotheses; run more, run shorter, and carry priors forward.
Identity Separation After a Layoff
Sort what happened into 'not needed', 'wrong environment', and 'in my control' — only one of them is about you.
If You Want to Kill a Plant, Have Two People Water It (The DRI Rule)
Every important cross-functional outcome needs one Directly Responsible Individual with real power
Impact Above All Else: The Two-Question Priority Loop
Two daily questions, driver-mapping, and back-of-envelope math before any project earns your time
Incrementality via Conversion Lift & Geo Tests
Prove paid actually caused growth by withholding ads from a control group and measuring the lift
Incremental OFAT Over Big-Bang Redesign
Decompose big redesigns into one-factor-at-a-time tested steps because ~80% of ideas fail
Incumbent Anchoring
Position your product as taking on a household-name incumbent, never as a new category.
Inquiry Before Advice (Be a Thought Partner)
Resist giving advice — explore first, keep the monkey on their back, and develop the person instead of the answer
Inquiry Over Advocacy
Dial up questions, dial down your case — then check if you still disagree
Institutional Memory of Experiments
Capture wins, losses, and surprises so the org keeps learning instead of relaunching old ideas
Job Prototyping via Informational Interviews
Treat yourself as a product: prototype many roles wide, interview people who hold them, then narrow
Job Seeker Signal Playbook
Win a recruiter's search by broadcasting two signals: proven skills and clear intent
Knowledge-Work End-State Idea Generation
Pick an area of knowledge work and reason forward to its end state as AI matures — then build for that.
KPI + Narrative: The Two-Part Turnaround Drumbeat
Pair one north-star KPI with one relentlessly repeated narrative to reset how a company works.
Learn by Making, Test the Extremes
Stop debating consequential decisions — run the experiment that shows the upper and lower bounds now.
Lego Brick vs Lego Box (Selling Solutions Up-Market)
Sell ready-made solution boxes to move up-market while still building composable bricks behind the scenes.
Let Fires Burn (with Three Never-Burn Exceptions)
Agree which problems you let burn this week — and the three that never can
Lower-Confidence, Higher-Volume Experimentation
Drop the 95% confidence bar to run more experiments, backstopped by qualitative corroboration and a pre-set game plan
Make the Unconscious Conscious to Fix a Team
Teams break on the leader's unsorted baggage, not on talent, strategy, or execution
Manufactured Chaos: The Artificial Time Constraint
When things feel too calm, inject an absurd deadline to force intuition and creative leaps
Manufactured Deadlines
Impose external constraints so solo creative work actually ships
Manufacture the Story You Belong In
When you're too boring to cover directly, create the news, trend, or data others must cover — and live inside it.
Map Your Product Against What AI Can Do
Start from your product's core job, then classify each part as AI-replace, augment, partial, or not-yet
Marketplace Whack-a-Mole: Managing Winners and Losers
Most consequential marketplace changes create winners and losers; manage the trade, don't chase a metric.
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.
Maximize the Treatment Effect to Fail Conclusively
In low-sample B2B tests, throw every tactic at a hypothesis at once so a failure kills the idea for good instead of resurfacing for years.
Measurements vs. Insights Instrumentation
A measurement is an observed fact; an insight answers 'why' and changes what you do — instrument for the latter.
MECE Problem Decomposition
Break any problem into buckets that are mutually exclusive and collectively exhaustive so you never miss a possible cause or solution.
Merchandise Progress Through the Messy Middle
Short-circuit the human reward system with agreed micro-goals and a narrated sense of progress.
Micro and Macro Barrier Removal
Grow by systematically removing both structural (macro) and friction (micro) barriers.
Model Maximalism
Build at the edge of what models can barely do — the next model will make it sing.
Multi-Axis Revenue Segmentation
Plot customers on a graph of size plus the attributes that actually drive your revenue, not size alone
Multi-Prototype Comparison Testing
Show three distinct concepts instead of iterating one, so users can compare and you avoid over-commitment
New-Idea Validation Bar
Prove real demand with 'duct tape', then prioritize ideas by pain-point sharpness and reach
Newspaper Headline Winning Aspiration
Have the team write the future headline about your product, then blend the headlines into one aspiration.
NLX: Designing the Natural-Language Interface
Conversation is an interface with real constructs — design it, don't just let the model lead
North Star Translation Layer
Give every team a metric they can directly move, then convert each into a single company North Star using a shared translation factor.
Oh-Sht Moments Career Calibration
Measure growth by counting the moments you felt underqualified and stretched.
Onboarding as a Retention Lever
Treat onboarding as a habit-and-retention engine, not a conversion funnel — and accept lower conversion to weed out the wrong users.
Onboarding Leverage For Robust Products
Use customized onboarding to reconcile simple-enough with pro-grade, and unlock 2-4x activation
Opinionated Defaults for Onboarding
Encode what you've learned works into product defaults — make the right choice easy and the wrong choice hard, without removing choice.
Optimize for the Problems You Want to Have
Only build features that stop people from reaching the point where they'd ask you for more.
Orange and Red Priorities Planning
Leaders name the non-negotiable 'big rocks' up front, then teams plan around them
Organizational Kayfabe
Diagnose the shared fiction everyone knows is false — then route around it without detonating it.
Paid Channel Sequencing Ladder
The order to adopt paid platforms: user-driven search first, disruptive media next, expensive targeting last
Paid Readiness Diagnostic
Read a company's funnel to judge whether paid can be a profitable channel or only a learning tool
Painter, Architect, Surgeon Hiring Archetypes
Match your growth hire to your stage — a versatile painter, a structural architect, or a precision surgeon.
Patience vs Process Diagnostic
When something's stalling, know whether it needs more patience or a process intervention
Perfect Execution Before Judging Strategy
Diagnose people/process first, and only re-evaluate strategy once execution is perfect.
Physics-Then-Loops Growth Modeling
Map the fixed physics of your business first, then find the one underused lever inside them to change.
Pick a Lane and Write the Story
Master one of the five product ambiguities early, then write the paragraph your next employer needs to hear.
Pinch Before Crunch
Raise small irritations early, while they're still a pinch, before they compound into a relationship-damaging crunch
Pitch the Freelancer, Not the Editor
The hungriest, most reachable writer at an outlet is usually the freelancer — target them, not the busy staff editor.
Play Yourself Like a Fiddle (Activation Energy + Always-Rules)
Beat activation energy with tight time boxes and an escalating task ladder; hold habits with always-rules.
PMF for Candidates (People, Mission, Financials)
Evaluate a company you might join like an investor evaluates a deal — across People, Mission, and Financials.
Poke the Bear
Never self-censor — but poke only after the homework, and only with data
Poor Man's Fine-Tuning (Few-Shot + Role Priming)
Steer a model with in-prompt examples and a role identity instead of a full fine-tune.
Positioning Before Pricing (The Single-Attribute Position)
Own one clear position that is unique, available, and reinforces your product strategy — then let it dictate price
Predict vs. Decide: Think in Differentials
Prediction finds correlations; decisions need causal differences. Optimize the lift, not the level.
Present-Forward Product Strategy Playbook (Small-s)
A repeatable five-phase, 8–12 week process to turn scattered inputs into three focused strategic pillars.
Press as a Trophy, Not a Megaphone
The value of coverage is often the 'as seen in' validation you deploy yourself — not the readership.
Price Like a Product (and Unbundle Deliberately)
Align price to where value and cost actually accrue, and kill defaulted freemium and mis-packed SKUs
Price Your Product Like Your Roadmap
Treat pricing as a living system revisited every 6-12 months, not a set-and-forget decision.
Proactive Time Allocation (Kill Fake Work, Guard Relationships)
Stop letting your inbox set your agenda; allocate time from strategy and finite-life priorities instead of reacting.
Problem-First, Wheelhouse-Checked, Unit-Economics-Proven
Three gates a product idea must pass before you build the solution you already fell in love with.
Problem-Solving Story Over Success Story
Editors reject polished wins — lead with the challenge you faced and how you got through it.
Problem-to-Pillar Down-Select
Cluster raw problems, flip them into opportunities, then rank on four criteria to pick exactly three pillars.
Product Marketing Fusion (Inbound + Outbound in One Function)
Merge product management with product marketing so the people who build the product also own how it's told and sold.
Product-Market-Story Fit
Great product in a great market still fails if the story is wrong or missing — add the third leg
Progress Cadence as the Success Signal
Judge a startup by whether each check-in has genuinely new progress, not by hype
Prompt Decomposition
Make the model list the sub-problems first, then solve each before the whole
Prompt Injection Defense Stack
Stop trying to fix injection with prompts and guardrails — mitigate at the model level
Prompt Sets Are the New PRD
Communicate product ideas by building the prototype, not writing the doc — demos before memos
Publication-to-Story Fit Map
Match each story type to the one publication most likely to cover it, before pitching anyone.
Pushes and Pulls Compass
You only truly change jobs when a set of pushes builds enough energy and pulls point the direction
RAPID + Five-Day Escalation
Name one decision-maker and put a clock on every unresolved decision
Reason About It Like a Human
To design or debug AI behavior, ask what an equivalent human would do in the same situation.
Recall vs. Discovery Interface Split
Match interface density to user intent: dense grids for recall, low-density sound-rich feeds for discovery.
Repair: What Did You Hear Me Say?
When a response feels wildly off, ask 'what did you hear me say?' — then re-try from what they actually heard
Reset Through Better Abstractions
Don't fear throwing work away — a better abstraction compounds and recovers sunk cost fast.
Retention Benchmark Ladder
Concrete week-one cohort retention floors: ~80% friends/family, 60% free at scale, 20-30% paid.
Reverse-Engineer the Publication's Mission
Editors serve their audience, not you — decode who each outlet serves, then fit your story to that mission.
Rewiring Stage Fright (The Pre-Talk Ritual)
Treat nerves as fight-or-flight chemistry and deliberately reset your body and mental model before you walk on.
Right Model for the Right Use Case
Route each AI feature to a model chosen for that job, not one popular LLM stretched over everything
Ruthless Simplification for PM Writing
A set of concrete tools to strip PM documents down to only what's necessary.
SaaS-Marketplace Transition Test
A SaaS business can add a marketplace only if it touches its customer's customer and those customers need multiple suppliers
Sample Ratio Mismatch (SRM) Validity Check
Verify your traffic split matches its design before trusting any experiment result
Scenario-Based PM Interviewing
Interview PMs by making them do the real job under real constraints, not recite prepared stories
Second- and Third-Order Effect Mapping
In connected systems, trace a change's ripple effects before you ship it
Segment by Learning and Building Style
Personalize onboarding by how someone builds and learns, not by their job title
Self-Criticism Loop
Get the model to critique its own answer, then implement its own critique
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
Sell to Reduce Risk, Not Increase Upside
Four of five buyers buy to avoid pain or reduce risk — anchor the sale there, not on the art of the possible
Separating Change-Aversion from Real Problems in a Redesign
After a redesign, split 'upset because it changed' from 'upset because it's worse' before you react.
Set the Pace Through Decisiveness (Bias for Action)
A company's speed is governed by how fast it decides, not how hard it works — so refuse to 'circle back.'
Shadows of Superpowers
Your plateau is almost always the shadow cast by the exact strength that got you here.
Ship-Fast Operating Model
Lightweight bottoms-up planning, PM-light teams, and iterative deployment in a fast-moving domain.
Ship-to-Learn Research Allocation
Reserve scarce user research for high-uncertainty, high-leverage problems; ship to learn everywhere else
Short Toes
Engineer feedback so it lands on the work, never the person — the async collaboration protocol
Signals and Nudges for Choice Under Abundance
When every result is plausible, confidence beats relevance — surface glanceable signals, not more inventory.
Signal vs Noise Metric Selection
Let the campaign's single goal decide which metric is signal — everything else is noise
Single Decisive Reason (SDR)
For any important decision, isolate the one reason that alone justifies it — a pile of weak reasons is a red flag
Skills-First Hiring
Rebalance a stuck labor market by matching people on transferable skills, not job titles
Slime Mold Org Design (Sports Car vs Big Rig)
Coordination cost grows with the square of headcount — drive the vehicle you actually have.
Solution Deepening vs. Market Widening
Classify every build as deepening the product for current users or widening it to new ones — to diagnose 'why we feel slow'
Solve Before Scale
Run in a distinct 'solve' mode before you ever switch to 'scale' mode
Start Bespoke, Become a Marketplace Later
A marketplace never starts as a marketplace; win with a pre-liquidity value prop first.
Start-With-Why One-Pager
The PM's core artifact: define the thing by nailing the problem and why-now before anything else.
Stay in Character (Don't Leak)
Never broadcast your internal insecurities — the audience can't see what you feel, so don't show them
Strategy Salons (Nerd Clubs)
Seed a small, opt-in, yes-and idea group that spins off strategy insights as a side effect.
Subscription Funnel Benchmarks
Category-dependent conversion thresholds for judging whether a subscription funnel is healthy
Summarize, Checkpoint, One Click Better
Manufacture strategic thinking in real time by synthesizing the room, then improving the idea one click.
Superpower Naming (Be More, Not Different)
Name someone's superpower early, then frame every nudge as 'be more' rather than 'be different'.
Swinging the Pendulum
Spot an undesirable state, correct it — but know you'll overcorrect, so aim for the middle
Systems Not Goals
Build a default-on repeatable system instead of chasing a one-off target.
Systems Over Headcount (The Small Bus)
Solve with better systems and talent density instead of adding people; a smaller bus turns faster.
Take Your Own Shoes Off
Empathy fails at the removal step, not the entry step — drop your agenda before entering theirs.
Teaching the Customer How to Buy
Beat indecision by de-risking the buyer's decision, not by piling on FOMO
The 10-Minute PM Test for GTM-Product Partnership
Hire salespeople with enough product depth that engineers can't tell they aren't a PM
The 10% Planning Rule
Never spend more than 10% of an execution period planning it.
The 15% Rule
Step just 15% beyond your comfort zone to deepen relationships without triggering the danger zone
The 2004 Red Sox Team-Composition Model
Build your leadership bench mostly from homegrown talent, seasoned with a few marquee outside hires
The 200K-User Experimentation Readiness Rule
Below ~200K users detect only big effects; use the wait to build platform and culture
The 20-Minute Focus Ignition
Beat the hardest part of deep work — starting — by force-blocking distractions for 20 minutes
The 2-of-3 SEO Opportunity Audit
Decide if SEO is worth pursuing by checking three angles and time-boxing the test to three months
The 30-Day Agent Training Loop
Ingest your docs, then correct the agent an hour a day for 30 days until it performs like your best rep.
The 70/30 Cover Fire Allocation
Spend 70% earning the right to exist so the other 30% can plant seeds nobody will kill.
The 70% Decision, Reward the Learning
Commit at 70% confidence with an explicit hypothesis, then iterate — and reward learning, not outcomes.
The Accordion Method
Prepare a talk by speaking it down to its essence and back out, so it's internalized not memorized
The Adjacent Possible + Low-Resolution North Star
Take only safe next steps — but always the one with the steepest gradient toward a 3-5 year North Star.
The Adjacent-Precedent De-Risk Pitch
Win leadership buy-in for a big AI bet by anchoring it to a past bet that already worked.
The Agreeable/Giver Hiring Matrix
Prize the disagreeable giver; beware the agreeable taker on your team.
The AI Deployment Risk Triage
Classify any AI deployment into one of three risk tiers before spending a dollar on defense
The AI PM Upskilling Path
Learn the fundamentals, shadow a research scientist an hour a week, and build one model end to end.
The AI Security Vendor Due-Diligence Test
Five questions that expose whether an AI guardrail vendor is selling real protection or theater
The Ambassador Program Blueprint
Recruit the already-vocal, pay them in access not cash, and grow the cohort deliberately slowly
The Ambiguity Navigation Rubric
Score behavioural answers on three axes: did they impose structure, seek inputs, and define milestones?
The Angry-God Containment Lens
Assume the AI is a malicious agent trying to hurt you, then engineer so it structurally can't
The Anti-Sell: Hiring by Describing the Worst Day
Tell candidates the worst day at your company in full detail — then ask if they still want to join
The Art of Inquiry
Ask genuine what/when/where/how questions from real curiosity — never 'why', never to confirm a hypothesis
The A-Side / B-Side Career Ledger
Track the B-side of your career so a bad season doesn't read as a verdict on your life.
The Atomic Unit of Sharing Test
Decide whether community-led growth will work for you before spending a dollar on it
The Best-Rep Pitch Pilot
Roll out a new sales pitch by piloting it with your best rep, then let sales sell sales
The Bits and Bobs Idea Distillation Loop
Capture everything, filter weekly by resonance, distil, publish — a compounding personal insight engine.
The Bootloader: Structured Morning Self-Reflection
Boot the day with exercise, then run an hour of red-yellow-green review across every role in your life
The Bow and Arrow
Build a talk around the one thing you want remembered, then add weight so it lands
The Broccoli-Inside-Sugar Product Strategy
Hide your ambitious vision inside a form factor people already want and use daily.
The Broken Equation Test
No amount of product craft can fix a company whose underlying math doesn't close.
The Bullseye Customer Sprint (5 + 3 in 1)
Interview five hand-picked customers against three prototypes in one team-watched day to learn who to build for
The Cannonball / Lead Bullet Portfolio
Allocate growth energy between a few fundamental rebuilds and many small experiments — by product stage.
The Chief Agentic GTM Officer Play
Pick one painful problem, one leading vendor, and deploy an agent yourself—50 hours later you're hyper-employable.
The Community Form-Factor Matrix
A two-by-two that tells you which kind of community to build given your PMF and buyer
The Compelled Test (Storytelling as Product Signal)
After they describe a big problem, measure your own reaction — do you feel compelled to go work on it?
The Complicity Question
Ask how you helped create the conditions you claim you don't want, to reclaim your agency
The Constrained Self-Awareness Probe
Remove the humble answer, borrow someone else's eyes, or jump three years forward — self-awareness can't hide.
The Constructive Feedback Script
Deliver hard feedback with observable facts, shared-knowledge framing, and one clear leave-with action
The Contrarian Coverage-Gap Angle
Give reporters the bold opposing view on a trending topic they're already covering positively.
The Conviction Test for Whether to Quit
Compare your conviction now versus at the start to decide whether to persevere or pivot.
The Cross-Functional Pricing Process
Stand up a pricing committee, mine demand and willingness-to-pay with structured surveys, then set price.
The Data-Driven Red Flag
When someone brags about being 'data-driven,' suspect weak product judgment, not strong analytics.
The Data-Informed Product Loop
Strategy to models to measurement to bets to impact to learning — find the broken link.
The Decision Log
Build product sense by logging decisions you'd make, the reasoning, and later the actual outcome.
The Decision Meeting Operating System
Pre-read 24h before, three options plus a recommendation, a traffic-light table, notes 24h after.
The Deep Dive PM Interview
Make candidates write real async requirements and defend them — a two-way test for remote PM fit
The Direct Funding Pitch
Pitch funding news by pattern-matching a beat reporter and stating the deal in three sentences.
The Diversification Timing Test
Know whether it's too early to diversify growth channels or dangerously overdue
The Early-Adopter Rejection Math
Reframe customer outreach: reach 10 to find 1, and indifference isn't rejection
The Ex-Growth Company Test
Two questions that tell you whether your well-funded employer is quietly a dead-equity trap.
The First Mile: Lazy, Vain, and Selfish
Design onboarding for the first 30 seconds, when every new user is lazy, vain, and selfish.
The First Performance Review Reference Call
Ask a cherry-picked referee what feedback you'll give the candidate at their first review — they can't dodge it.
The Five-Legged Stool
Product, eng, design, insights, and marketing as one leadership team — with the PM accountable, not king.
The Five Markers of High-Performing Product Teams
Coherence, stubborn beliefs, faith in product, matching words to actions, contextual skills.
The Forward-Deployed Engineer Vendor Column
Don't buy AI GTM tools on features—buy on who will actually get on the phone and deploy it with you.
The Foundational Three Entry Path
Don't start in PM. Start as the person you'd be taking PM responsibilities from — engineer, designer, or seller.
The Founder Prenup
Talk through values, vision, conflict, decisions, and culture before you co-found
The Four Career Quests
Diagnose which of four job-change 'quests' you're on so you optimize the move correctly
The Four Challenges of AI Product Management
Uncertainty, pivots, data scarcity and a broken promo path — the four taxes of the AI PM role.
The Four Forces of Switching
Understand any adoption decision as a tug-of-war between attraction, anxiety, habit, and inertia
The Four Levels of Product-Market Fit
Sequence PMF as four levels, optimizing satisfaction, then demand, then efficiency in turn
The Four Marketplace Health Metrics
Track GMV, unit economics, liquidity, and share of wallet to know if a marketplace is truly healthy
The Four Ps of Pivoting
Persona, Problem, Promise, Product — the four levers to change when you're stuck
The Four Reasons You're Not Getting Promoted
A diagnostic that separates 'the system can't promote you' from 'you're not ready' — because the fix differs.
The Friend-Zone Test
Sit customers down and force the truth: do you need me, or do you just like me?
The Front-Loaded Advisor Equity Structure
Equity only, a three-month cliff, vesting front-loaded to the value, and an exit built in
The Fruit Story: Leadership Pre-Alignment Interviews
Interview your leaders and surface their pet ideas before building strategy, so reviews don't become fruit rejection.
The Galvanizing Activation Metric
The activation number's job is organizational momentum, not statistical precision.
The Gardener Mindset for Marketplaces
Run a marketplace like a gardener with a light touch, not a construction worker building linear features
The Ground-Truth Feedback Loop
Formal feedback is noise. Pull the real signal, prove you heard it, and publicly reward whoever gave it.
The Growth Advisor Sourcing and Vetting Gauntlet
Wait for PMF, source through VCs and channel-leading companies, and borrow a trusted expert to vet
The Growth Competency Model
Four competency buckets for hiring, evaluating, and balancing a growth team without chasing a unicorn.
The Growth Model Building Blocks
Build a spreadsheet formula of how your business grows, layer by layer, to find your real levers
The GTM Agent Deployment Sequence
Roll out AI sales agents in the order of lowest effort and highest ROI: start with support, end with reactivation.
The GTM Engineer Agent-Deployment Loop
Turn a sales function into an AI agent by shadowing your best rep, then redeploy the humans up-market
The Hardest Thing Test (Calibrating Difficulty and Agency)
Ask what's the hardest thing they've ever done, then extract their difficulty bar and how much agency they had.
The Hogwash Question (Breaking the Interview Mindset)
Ask what conventional wisdom is inaccurate — it's unanswerable without genuine opinion, so it exposes authenticity.
The Human Customized Pitch Email
A short, human, story-first email that proves it was written for this one person — not a mass blast.
The Incognito Cry Test
Go through your own product as an anonymous customer, find what makes you cry, and buy an agent to fix that.
The Introspection Probe (Decoupling Decisions from Outcomes)
Ask for a win that worked for the wrong reason, or a good call that failed — outcome-blind introspection tests.
The Jargon-Strip Clarity Test
Say what your product does out loud in plain answers; if the writing can't match, strip the jargon.
The JEUE PLG Funnel (Join, Evaluate, Upgrade, Expand)
Four stages that map the PLG customer lifecycle and, loosely, your growth org
The Landscape-First Product Strategy Doc
A bullet-driven Google Doc that builds an unbroken logic chain from company mission down to a single team priority.
The Lead-Rich Audit
You don't need SaaStr's scale—count your website visitors and untouched CRM leads to see you're already lead-rich.
The Lightweight-First Outreach Opener
Open cold with a one-line 'are you open to ideas?' instead of a full pitch, to earn a reply.
The LOCKS Algorithm for Evaluating Founder-CEOs
Five traits that predict whether a founder can actually scale a company: Lovable, Obsessed, Chip, Knowledgeable, Student
The Marginal User Method
Find the user on the cusp of converting, then go watch the worst-case version of them.
The Marketplace Fragmentation Test
A marketplace only works if the market is fragmented and the per-transaction dollars are small enough to keep it in the middle
The Meeting Operating System
Version your team's meetings like a product — ship a new rev every 90 days.
The Minimum Viable Experiment Trap
A lean test that strips out the mechanism doesn't test the idea — it buries it.
The Model Launch Bar
With probabilistic products, the PM — not the scientist — decides what accuracy is good enough to ship.
The Object Model: Three Questions Every Screen Must Answer
On every screen, a user should know how they got here, what to do now, and what to do next.
The Ops Cadence Spreadsheet
A rocks-and-pebbles spreadsheet that assigns every account task a defined weekly/biweekly/monthly rhythm
The Organ-Rejection Test for Innovation Teams
Three conditions that stop the core org from rejecting your new-bets team like a foreign body.
The Overall Evaluation Criterion (OEC)
Define one success metric with countervailing guardrails that predicts long-term lifetime value
The Personal Operating Manual
A working-style 'read me' so teammates know how to work with you before friction starts
The Pill-in-the-Hot-Dog Onboarding
Bury the intimidating-but-necessary onboarding step inside familiar, exciting content instead of leading with it
The Pixar Career Story Template
Distill your career into a seven-line Pixar-style story that intrigues interviewers and clarifies your direction
The PM Skills Triangle
Great PMs live on the edges of the creator / data-science / GM triangle, not the center
The Pre-Firing 'Crystal Clear' Conversation
Before you fire anyone, have the deal-breaker conversation that makes firing never a surprise
The Press-as-Fundraising Filter
Only pursue press when you can name a specific business job it will do — same discipline as raising money.
The Product-Adjacent Inroad
Break into PM by moving internally from a product-adjacent function, trading domain knowledge for the role.
The Product/Market Fit Engine
Turn PMF into a number you can raise: focus only on the 'somewhat disappointed' users whose reason for loving you matches the mass market's
The Promotion-Denial Conversation
Deliver the no upfront, give the reasons, then paint hope for the future
The Proudest Work Question (Taste Triangulation)
Ask what work they're proudest of and why — it exposes taste, standards, motivation, and where their gravity pulls.
The Provenance Gate: Scaling Supply Without Diluting the Brand
Let sellers scale by outsourcing production — but only to a partner whose process they actually know.
The Pyramid of Leadership Self-Awareness
Four levels from knowing nothing about yourself to treating diverse worldviews as an asset.
The Rallying Activation Metric
The value of an activation metric is shared clarity, not statistical precision.
The Reboot Leadership Equation
Practical skills + radical self-inquiry + shared experiences = better leadership and resilience
The Remote-First Operating Stack
Five mechanisms that make an all-remote company across 60+ countries actually work
The Reverse Anna Karenina Principle
Dysfunctional companies all fail the same way; high performers succeed in wildly different ways.
The Reverse Trial
Run a premium trial on top of freemium: showcase everything, then fall back to free forever
The Scaled-Liquidity Smell Test
Before calling yourself a marketplace, prove you have scaled liquidity on both sides.
The School Pyramid Simplification Method
Build a curriculum from kindergarten to PhD to make a gnarly project comprehensible.
The SEO Staffing Stack Rank and Impact Clock
Internal expert, then a relentless doer surrounded by advisors, then agencies — and 3 to 12 months to prove it
The Serenity Prayer and the Discard Bucket
Two rituals for perfectionists: the Serenity Prayer, and a bucket you cannot un-bin
The Setup-and-Follow-Through Sales Pitch
Structure a sales pitch as market setup then differentiated value, not a feature walk-through
The Shiny Object Trap (Problem-First AI)
A regular PM ships the right product; an AI PM solves the right problem.
The Sidecar Model of Management
You don't take the wheel or hand it over — you ride attached, and you have to be invited in first.
The Signs of Life Test
Spend a tiny budget on a new platform to detect a positive signal before committing to a full campaign
The Six Characteristics of Exceptional Relationships
A diagnostic checklist of six qualities that mark how far a relationship sits along the contact-to-exceptional continuum
The Skip: Career as a Product
Plan for the job after next, not the next job — and treat promotion as a means, not the goal.
The Slide Doc Spectrum (One Point, One Big Idea)
Match slide density to the medium — cinematic stage to circulated slide doc — while every slide makes one point serving one big idea.
The 'So What?' Ladder to Differentiated Value
Ladder a differentiated feature up through repeated 'so what?' until you reach value rivals can't match
The Strategic Formula: Simple Why x Change Agent
Being seen as strategic = articulating a compelling, simple why AND championing big, hard ideas.
The Surgeon Management Model
Spend over half your time making your top 10% feel like a supported surgeon who can't be blocked.
The Switch Log
Log every task-switch in real time so your actual work trail — not your calendar — reveals where your time really goes
The Team Watch Party
Whole team watches interviews live, predicts first and debriefs after, replacing the research report with instant alignment
The Teleportation Device Test (Finding the Important Question)
Cap a candidate to two questions on a fictional problem to reveal whether they can find the decision-driving question.
The Three Acts and the Next North Star
The greyhound that catches the rabbit never runs again — pick your second North Star before you catch the first.
The Three-Chapter Hiring Playbook: Find, Assess, Close
Hire the top 1% by hunting signs of excellence, then closing with the whole exec team and the family
The Three Dimensions of an Agent
Score any 'agent' on autonomy, complexity, and natural interaction — each a spectrum
The Three Growth Engines Selection
Diagnose which of virality, SEO, or paid your product can actually grow on before spending on any
The Three-Hire Performance Team Sequence
Build a paid team in order: data-driven generalist, then creative, then a dedicated data scientist
The Three Network Effects (and Why Social Products Must Evolve)
Classify defensibility as direct, cross-side, or data network effects — and know social products must add the latter two
The Three Questions to End Every Meeting
Close every meeting with: what did we decide, who does what by when, and who else needs to know
The Three Realities and the Net
Stay on your side of the net — speak only to behavior and your own reaction, never the other person's motives
The Three Threads of Great PMs
The three durable behaviors that separate great product managers from good ones, in any company type.
The Time-Boxed Leap Bet
De-risk a scary career leap by treating it as a fixed-length experiment with a fallback
The Torchbearer Five-Act Movement Structure
Lead change as a movement across five acts — Dream, Leap, Fight, Climb, Arrive — fueling the right emotion at each phase.
The Transaction Tiebreaker for Marketplace Prioritization
Stop arguing supply vs demand — make the transaction itself the thing every team is accountable to.
The Transparency Ramp
Default everything to public except three named exceptions, then ramp until it feels uncomfortable
The True Competition Metric
Use auction-insights math to tell a genuine competitive threat from a harmless close-variant accident
The Tuning Fork Silent Read
Don't ask what people think — put something concrete in front of them and force a live, in-room read.
The Two-Bucket SEO Fit Test
Does your product mint pages by itself? The answer decides your entire SEO strategy
The Two-of-Three Inflection Test
Only build a new zero-to-one product when at least two of three inflections line up
The Two Onboarding Traps
Stop naming features and stop mapping onboarding to your pricing tiers
The Two-Year Publishing Cadence
Write a post several times a week for two years and an audience will find you
The Unsell Email
At offer stage, email the candidate the eight worst truths about the job — then see if they still say yes.
The Weekly Focus Ritual
Post what you're focused on this week, and whether last week's focus actually landed.
The "What's Holding You Back" Office Hour
Replace status updates with one question that surfaces the single true bottleneck
The Wizard of Oz Validation Method
Validate a feature's value and conversion rate before building anything by faking the backend manually.
The Worst Product You Ever Shipped
One interview question that separates PMs with real reps from PMs with a clean résumé.
The YOLO Rule: When Not to Run an Experiment
Experiments have a cost — sometimes shipping 40 things fast beats testing 10 things properly
Think It, Build It, Ship It, Tweak It
Four product phases where spend rises stage by stage — so you must retire risk before the money starts.
Three-Model Triangulation
Apply three different mental models to a problem; agreement across them sharply raises your odds of being right.
Treat Your Course Like a Product
Hypothesise the audience, interview them, iterate the ICP, and run three weeks — not one.
Triple Step: The Tree in the Storm
Hold one clear direction while integrating distractions, so nothing can derail your speaking
Two-Day Work-Test Hire
Bring finalists on-site for two days to do a real end-to-end project — it screens skill and fit at once.
Two-Path Talent Sourcing (Network + Data)
Find the companies best at the skill you're hiring for, then find the best person there - via referral chains or via public performance data.
Two-Sided AI Adoption
Pair top-down executive buy-in with a bottom-up tiger team of excited power users.
Two-Way Write-Ups
Make written docs conversational with done-reading, Dory questions, and a sentiment table.
Twyman's Law: Investigate the Too-Good-to-Be-True Result
Any surprising or extreme experiment result is probably wrong until you've hunted for the flaw
Understand, Identify, Execute
Instrument the data first, find the drop-offs, then build products to fix them.
Unpack the Mindset Into Teachable Skills
Replace 'product sense' and 'high agency' with the specific competencies underneath them.
Update Your Priors: The AI Capability Arbitrage
Re-test what AI can do today and demand more of it — old scar tissue is leaving alpha on the table
Value the Technical Co-Founder
Why engineering is the hard part, and how a non-technical founder should actually treat it
Van Westendorp Premium Pricing (Price at the Third Question)
For a best-in-class position, price at the 'starting to feel expensive' point, not the 'bargain' point
Vertical AI Opportunity Finder
Build where the winning data is locked behind a company or industry's walls — foundation models won't go there.
Vertical Unbundling Criteria
Only carve a vertical out of a horizontal marketplace if it has high value or frequency and a self-contained network
What Is / What Could Be (The Presentation Sparkline)
Alternate between current reality and a better future to create longing that moves an audience to act.
When You Eat a Sandwich, Don't Nibble
Deliver hard news and hard change in one decisive move, then deliberately over-correct
Year-Horizon Growth Portfolio
Protect growth teams from weekly-win pressure by committing to low/medium/high bets over a year-long horizon
People in these episodes
- Adam Fishman
- Adriel Frederick
- Alex Komoroske
- Alisa Cohn
- Anneka Gupta
- Aparna Chennapragada
- April Dunford
- Ben Williams
- Bob Moesta
- Brian Chesky
- Brian Halligan
- Camille Hearst
- Camille Ricketts
- Carole Robin
- Casey Winters
- Chandra Janakiraman
- Crystal Widjaja
- Dan Hockenmaier
- David DeSanto
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- Sri Batchu
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