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EDITION No. 115
Wed, Jul 15, 2026
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Essays

Opinions and field notes from someone in the trenches.

Opinion meets evidence in the growth essays collected here. None of these are thought-leadership filler. They're GTM opinions formed from watching funnels break, pricing experiments fail, and channel bets pay off at ratios nobody predicted. The premise running through every growth strategy essay on this page: most conventional wisdom in SaaS growth is wrong, outdated, or borrowed from a context that doesn't apply to your situation.

You'll find essays on pricing, positioning, channel sequencing, CAC payback traps, and the org dynamics that make growth hard inside real companies. Read them when you're about to make a decision and want a second opinion that won't hedge or default to 'it depends.' Some you'll agree with, some you won't. That's the point.

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Credits Are the New Seats (And They'll Die the Same Way)105Revenue

Credits Are the New Seats (And They'll Die the Same Way)

A framework for choosing the AI pricing model that actually fits your product.

Essay975 reads · 7d7 min · Mar 23
Why is June.so joining Amplitude? and what does it mean for Growth Hackers and GTM Engineers? 086Revenue

Why is June.so joining Amplitude? and what does it mean for Growth Hackers and GTM Engineers?

the story behind 2 product analytics tools merging and how to make sure that you don't get crushed between these 2.

Essay624 reads · 7d6 min · Jul 18
Agent-First GTM : How AI Agents Let Jacob Bank Run a One-Person GTM at Relay.app087Acquisition

Agent-First GTM : How AI Agents Let Jacob Bank Run a One-Person GTM at Relay.app

From zero users to 1,000 paying customers, (no ads, no growth team) just a founder, a swarm of AI agents, six-star support, and one high-leverage channel per stage.

Essay267 reads · 7d10 min · Aug 4
Growth Funnels vs. Growth Loops097Acquisition

Growth Funnels vs. Growth Loops

Funnels leak. Loops compound. A practical guide to designing growth that feeds itself.

Essay249 reads · 7d6 min · Feb 18
How Ben Horowitz defines Good Product Manager vs Bad Product Manager?060Revenue

How Ben Horowitz defines Good Product Manager vs Bad Product Manager?

Essay174 reads · 7d20 min · Jul 22
How Anthropic and Claude.ai Hacked Growth – Can you Adopt anything From It?081Acquisition

How Anthropic and Claude.ai Hacked Growth – Can you Adopt anything From It?

From stealth to $60 B: the growth hacks behind Anthropic & Claude.ai that every AI startup can steal

Essay138 reads · 7d11 min · May 24
How "Customer obsession" helped build a multi-million dollar company - The Story of Freo (MoneyTap)010Acquisition

How "Customer obsession" helped build a multi-million dollar company - The Story of Freo (MoneyTap)

Essay96 reads · 7d10 min · Nov 19
Problem Validation vs. Solution Validation vs. Product Validation - Understand the Difference031Activation

Problem Validation vs. Solution Validation vs. Product Validation - Understand the Difference

Essay81 reads · 7d2 min · Jan 2
GaaS Is Coming: What Jensen Huang’s GTC Keynote Means for Growth Teams100Revenue

GaaS Is Coming: What Jensen Huang’s GTC Keynote Means for Growth Teams

Learn why seat compression is killing SaaS revenue, how Intercom's $0.99/resolution model hit nine-figure ARR, and 5 moves growth

Essay78 reads · 7d9 min · Mar 1
Why 95% of the Startups fail? and How to Break the Cycle035Acquisition

Why 95% of the Startups fail? and How to Break the Cycle

Key Mistakes to Avoid as a First-Time Founder!

Essay72 reads · 7d5 min · May 2
Customer retention benchmarks for SaaS: 90% annual logo retention, under 2% monthly churn, 112% net revenue retention, and 38% DAU/MAU stickiness.114Retention

Customer Retention Metrics: The 12 That Matter Most

A reference to the customer retention metrics worth tracking: what each measures, what good looks like for SaaS, and which one to make your north star.

Essay69 reads · 7d6 min · Jun 28
Hacking Growth with GPT-5088Acquisition

Hacking Growth with GPT-5

turn gpt-5 into an always-on growth engine: measurable, repeatable, fast.

Essay69 reads · 7d7 min · Aug 11
How we used our Existing Users to Gain More Users?085Referral

How we used our Existing Users to Gain More Users?

with Real-World Examples & Implementation Tips...

Essay66 reads · 7d17 min · Jun 27
So, You're Thinking About Product-Led Growth (PLG), Huh?041Activation

So, You're Thinking About Product-Led Growth (PLG), Huh?

Essay66 reads · 7d8 min · Jun 17
Acquisition and retention share one set of unit economics: blended B2B SaaS CAC is about $900, the healthy LTV:CAC floor is 3:1, and keeping a customer is 5 to 7 times cheaper than winning a new one.115Retention

Customer Acquisition and Retention: How to Balance Both

Why acquisition and retention are one growth system, where they meet in LTV:CAC, and how to weight the two by stage.

Essay60 reads · 7d5 min · Jun 28
What happens when you don't steal like an artist? and 24 products that failed...083Acquisition

What happens when you don't steal like an artist? and 24 products that failed...

Twenty-four copycats, twenty-four shutdowns, what their collapse teaches about real innovation

Essay60 reads · 7d18 min · Jun 11
Harmful Side Effects of Designing UX in Vacuum.077Retention

Harmful Side Effects of Designing UX in Vacuum.

Why solo-designer magic turns into product mayhem, and five quick fixes to break the bubble.

Essay60 reads · 7d6 min · Apr 28
What Is Customer Retention (and Why It Decides Growth)110Retention

What Is Customer Retention (and Why It Decides Growth)

A plain-English definition of customer retention, why it beats acquisition on the math, and how to measure it.

Essay57 reads · 7d7 min · Jun 27
A/B testing a product feature - Straight Forward006Acquisition

A/B testing a product feature - Straight Forward

Essay57 reads · 7d2 min · Jun 18
Misinterpreting and Finding the [REAL] Product-Market Fit032Retention

Misinterpreting and Finding the [REAL] Product-Market Fit

Essay48 reads · 7d8 min · Feb 15
What Is Customer Acquisition (and What It Costs)112Acquisition

What Is Customer Acquisition (and What It Costs)

A plain-English definition of customer acquisition, the funnel it runs through, what it costs by industry, and how it stacks up against retention.

Essay45 reads · 7d9 min · Jun 27
Growth experiment that turned inbound sign-ups into high-ticket deals093Revenue

Growth experiment that turned inbound sign-ups into high-ticket deals

The Juicy Customer Workflow: How We Turned Random Inbound Sign-ups into High-Ticket Deals

Essay42 reads · 7d7 min · Sep 30
Why Startups Should Be Customer-Obsessed, Not Product or Sales-Obsessed073Revenue

Why Startups Should Be Customer-Obsessed, Not Product or Sales-Obsessed

Stop Worshiping Your Product—Your Customers Don’t Care (Yet!)

Essay42 reads · 7d5 min · Feb 26
How PLG Outperforms Traditional Sales Strategies in B2B?069Acquisition

How PLG Outperforms Traditional Sales Strategies in B2B?

Product-Led Growth is transforming B2B growth strategies, reducing acquisition costs, and empowering users to drive organic expansion.

Essay42 reads · 7d25 min · Aug 28
Results-Driven Growth Hacking by Rishikesh - Consultancy037Revenue

Results-Driven Growth Hacking by Rishikesh - Consultancy

Working with me is a roadmap to sustainable, and exponential growth.

Essay42 reads · 7d3 min · May 10
Product Growth: Leveraging Product Metrics, Cohorts, and Counter-Metrics for Sustainable Success020Retention

Product Growth: Leveraging Product Metrics, Cohorts, and Counter-Metrics for Sustainable Success

Essay36 reads · 7d11 min · May 20
For Founders: How a GTM Engineer Can Unblock Your Revenue Engine.094Revenue

For Founders: How a GTM Engineer Can Unblock Your Revenue Engine.

Introducing the hybrid role that combines engineering discipline with revenue obsession.

Essay33 reads · 7d8 min · Oct 16
User Onboarding - How a Little Friction Can Boost Your Product’s Success!!!075Activation

User Onboarding - How a Little Friction Can Boost Your Product’s Success!!!

Striking the Right Balance Between Easy Sign-Ups and Truly Engaged Users. How much frictionLess is too much frictionLess?

Essay33 reads · 7d8 min · Apr 1
Start Here092Acquisition

Start Here

Where growth hacking meets GTM engineering (and nothing is just theory)

Essay30 reads · 7d1 min · Sep 17
If Your Product Is Perfect, Then Why Is NO one Listening?074Acquisition

If Your Product Is Perfect, Then Why Is NO one Listening?

Tired of Being Ignored? Let’s Fix Your Product Positioning! - Straight-Talk Strategies to Grab Attention in a Busy World

Essay30 reads · 7d8 min · Mar 3
The Importance of Product Positioning in Marketing014Acquisition

The Importance of Product Positioning in Marketing

Essay30 reads · 7d5 min · Mar 18
How Stack Overflow achieved product growth by treating different people differently011Revenue

How Stack Overflow achieved product growth by treating different people differently

Essay30 reads · 7d2 min · Dec 18
Story of Yelp's Product Growth: From a Slow Start to a Must-Have Service001Activation

Story of Yelp's Product Growth: From a Slow Start to a Must-Have Service

Essay27 reads · 7d4 min · Jan 14
Utilizing Customer Journeys, User Research, and Data Metrics for Product Growth Success023Activation

Utilizing Customer Journeys, User Research, and Data Metrics for Product Growth Success

Essay24 reads · 7d15 min · Jun 10
User Behaviour Tracking: How Understanding User Behaviour drives the growth of your Product.009Acquisition

User Behaviour Tracking: How Understanding User Behaviour drives the growth of your Product.

Essay24 reads · 7d4 min · Oct 19
Viral Growth of UPI in India and the World038Acquisition

Viral Growth of UPI in India and the World

How and Why UPI is Growing?

Essay21 reads · 7d10 min · May 13
Field of Dreams Fallacy: Why just building your product is not enough? Part II025Acquisition

Field of Dreams Fallacy: Why just building your product is not enough? Part II

Essay21 reads · 7d17 min · Jun 25
How Data Analysis and User Experience Strategies Led to Unprecedented Growth of Twitter.007Retention

How Data Analysis and User Experience Strategies Led to Unprecedented Growth of Twitter.

Essay21 reads · 7d5 min · Jul 20
The Field of Dreams Fallacy: Why Building a Great Product Isn't Enough?004Acquisition

The Field of Dreams Fallacy: Why Building a Great Product Isn't Enough?

Essay21 reads · 7d4 min · Apr 21
Gamification to Fuel Sustainable Product Growth024Retention

Gamification to Fuel Sustainable Product Growth

Essay15 reads · 7d11 min · Jun 17
Who are Product Marketing Managers? What does a product marketing manager do?015Acquisition

Who are Product Marketing Managers? What does a product marketing manager do?

Essay15 reads · 7d4 min · Mar 25
Stand Out from the Crowd: The Importance of Product Positioning008Acquisition

Stand Out from the Crowd: The Importance of Product Positioning

Essay15 reads · 7d3 min · Sep 18
Measuring Success in Product-Led Growth028Retention

Measuring Success in Product-Led Growth

Essay9 reads · 7d15 min · Jul 10
Product Market Fit: Everything You Need To Know.026Acquisition

Product Market Fit: Everything You Need To Know.

Essay9 reads · 7d26 min · Jun 28

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