In this episode of #TheScienceOfScaling , I sat down with Mike Gamson #FoundingCRO at LinkedIn. We travel back to the early days when LinkedIn clearly had product-market-fit for its members, and Mike had the difficult challenge of devising the commercialization strategy. It's fun to reflect on how much he learned from Reid Hoffman and the rock-star early team at the company. Here are a few of my takeaways from the chat: (1) "Customer Interview Best Practices = First Sales Meeting Best Practices": Founders often fail to recognize the similarities between customer interview best practices during the MVP development stage and first sales meeting best practices during the scaling phase. These best practices are nearly identical (e.g., starting with open-ended questions, avoiding leading the witness, probing for pain points, quantifying implications, tailoring solution descriptions to buyer needs, etc.). When conducting your initial customer interviews, you are simultaneously crafting your first sales playbook. (2) "ICP for Your Current Phase is Not the TAM for Your Business Opportunity": Design for a massive market. However, don't attempt to "boil the ocean" (i.e., selling to everyone) right out of the gate. Focus your initial sales efforts on the market that will most predictably get you from $0 to $1M and then from $1M to $10M with a healthy customer and revenue base. These journeys take many years and, if executed well, will provide additional discretionary funding and resources to uncover additional growth opportunities to support the next phase of scale aspirations. (3) "Optimize Your Capitalization Strategy for Your Startup's Context, not Your Investor's Fund Size": For the last two decades, the U.S. startup ecosystem has over-indexed toward raising and burning large amounts of venture capital as the only path toward startup success. For some startup opportunities, that capitalization strategy is warranted. SpaceX is definitely an example. Many of today's foundational AI model businesses may be as well. However, that capitalization strategy is not optimal for all startup contexts. Founders are surprised to learn more wealth is generated in non-VC-backed versus VC-backed startups. Thoughtful alignment of capitalization strategy with startup context is crucial in the current macro context. We have never seen so much capital concentration in the top 20 firms, and we have never seen these firms attempt to deploy so much capital from one fund entity. Be very careful that your capitalization strategy is driven by your startup's context and not your investor's fund size. For more founder selling best practices, order “The Science of Scaling: Using Data to Decide When - And How Fast - To Scale Revenue”. 100% of the proceeds are donated to mental health. ---> https://lnkd.in/gH9jUy5b

Your CAC Payback might be lying to you 😬 If you’re using blended gross margin… you’re probably overstating efficiency. Here’s which gross profit actually belongs in CAC Payback 👇 https://t.co/rEuGYOPins #SaaS #CAC https://t.co/fq7g6CAoR1
AI removed the natural friction that used to separate thinking from output. Writing, design, analysis, code, and planning now move fast enough that effort is no longer a credible signal. When anyone can produce something quickly, speed stops being impressive. What...
I built RB2B to $6M ARR through organic content. Then I recorded 20 video ads in 2 days and went all in on paid. Why? Because I used this exact playbook in 2020 to launch GetEmails. 🧵

Love when founders go ALL IN on a niche problem. High-margin SEO micro-SaaS dropped on @acquiredotcom. Proven demand with low operating costs and recurring revenue: > $120K TTM revenue > $106K TTM profit > $185K asking price Full listing: https://t.co/wEmZSNHIYp https://t.co/H2P0UFshLo
Reminder, Basecamp is entirely free for educators, classroom use, and homeschooling. Here's how to get your free account: https://t.co/AnYJocZfR6
This is a wonderful example by Len from Podia of what it means to adopt @Fin_ai: 🟢 64% resolution rate 🟢 much happier customers (see the screenshots) 🟢 much happier team It's win-win-win. It's 2026, It's time for you too. → Fin .ai...
“Services revenue kills valuation.” So we tried to keep it “pure SaaS.” We ran customers on world-class cold email infrastructure. But they had to do everything else: write campaigns, build lists, optimize. Most failed. So we did the typical “scaled CS” move: hours of coaching, trainings, live...
“Services revenue kills valuation.” So we tried to keep it “pure SaaS.” At ListKit , we ran customers on world-class cold email infrastructure. But they had to do everything else: write their campaigns, build their lists, and optimize. Here’s what...
The SaaS market isn’t broken—fundamentals still win. Scale, retention, growth, profitability. You don’t need perfect metrics, but you need the right combination—and something differentiated. 🎙️ New SaaS CFO Podcast w/ Jim Williams ▶️ https://t.co/qRnBVxuCM5 https://t.co/8OXVKuRyJw
Products move through people before they move anywhere else. They spread in passing comments, side conversations, and offhand recommendations that were never planned. That only happens when a product alters daily behavior enough that omission feels strange. The improvement becomes...
“We’re generating leads, but we aren’t closing deals.” I hear this often from SaaS businesses, and it’s rarely a simple fix. - Sometimes you’re attracting the wrong prospects. - Sometimes sales is dropping the ball on demo calls. - Sometimes...
Big news. I have officially started rewriting the OG Product-Led Growth Book with Laura Kluz . It has been 6 years since I wrote the original. In tech years, that is a lifetime. Back then, PLG was a choice. You...
All I can think about is how we used to talk about enterprise value of startups based on engineering headcount. Some people think the value of a code-capable FTE is about to drop with AI… but I’m not so sure

One of the biggest myths in SaaS is that if a business isn’t pure subscription, it’s not sellable. That’s wrong. A recent $4.5M cloud computing acquisition on @acquiredotcom proved it. This company didn’t have textbook recurring revenue, but it did have...

Build a Micro-SaaS in 7 days. Test the market. Then double down or kill it. Rinse and repeat until you have a working product. 🔹 Days 1-2: Think like a user, not a founder. What makes this necessary? Sketch the data and the screens....
5 days into January. CEO already on you about why January is pacing slow… Good time to join a community like Exit Five. Place to vent, get feedback, share with your peers. Details here: https://www.exitfive.com/
Scott wrote this and it finally clicked for me. Credit where it’s due. “Gen Z is right to not care about folders.” The reason this is correct has nothing to do with age. It’s about how information actually behaves. Folders force premature certainty....
I'm a massive fan (and daily user) of agentic coding tools like Claude Code and Codex CLI. One of the questions we'll need to ponder in 2026: How do you make sure that the compounding value you are getting from...
If your strategy fits on a napkin, it's probably good. If it needs a 40-slide deck, it's probably broken.
"I should be able to leave that meeting and say, I know on a scale of 1 to 10 how likely this is to be a real sales opportunity." Meet Jennifer Dulski, CEO of Rising Team. Rising Team has been...
"I should be able to leave that meeting and say, I know on a scale of 1 to 10 how likely this is to be a real sales opportunity." Meet Jennifer Dulski , CEO of Rising Team . Rising Team...
“I like being scared” Molly Graham has worked for some of tech’s most effective leaders, including Mark Zuckerberg , Chamath Palihapitiya , Sheryl Sandberg , and Bret Taylor . She’s best known for her “Give away your Legos” framework and...
It’s not deal volume—it's deal quality. Buyers want A-grade SaaS assets. B & C deals are stalling, valuations remain disciplined, and many founders decided 2025 wasn’t the year to sell. 🎙️ New SaaS CFO Podcast w/ Jim Williams ▶️ https://t.co/qRnBVxuCM5 https://t.co/gC773j9VyT
It's totally OK to ask a VC at the end of a pitch meeting, "Based on what you know now, what are the odds you'd invest?" In fact, it can save a lot of time

Founders often focus on the product and the growth, but in the world of M&A, a premium exit starts with your books. For sophisticated buyers, clean financials are virtually mandatory. If a founder can't produce a clean P&L on demand, it...

Vertical SaaS is crushing it! Live on @acquiredotcom: Hospitality SaaS helping hotels grow revenue by 20%+ through dynamic pricing and channel optimization. > $650K ARR > $675K TTM revenue > 250+ hotels using it Full listing: https://t.co/X1PgOV91Xs https://t.co/sz6jjMyyPV
If you could engineer virality with a product, every single person would copy it, and it would stop working. The only real way to create the infinite loop of virality with a technology product is to focus on removing all...
"#1 advice for sales and marketing leaders: deploy an AI agent yourself. Don't hire an agency. Don't tell someone on your team to do it. Deploy an AI agent into production, for real, yourself." with @lennysan "For junior sales...
executives, managers of people, managers of process, managers of agents… get Claude Code to be your chief of staff by organizing a repo around everything you do and find ways to make it better and make it clearly documented
So we have 20+ AI Agents running SaaStr now What criteria did we use for which vendors to pick? 👉 We picked the ones that helped us the most. Not the ones with sales folks that wanted to “get on a call” Not the...
Subscription vs. usage-based revenue isn’t just a pricing debate—it’s a revenue quality question. Buyers are digging deeper into how usage models impact retention, predictability, and valuation—and the jury’s still out. ▶️ https://t.co/qRnBVxuCM5 https://t.co/woliqJLsLP
When Samuel Abebe built @SpeakerSplit, it was just a side project to solve his own audio editing headaches. He had early offers to sell, but he did a counterintuitive thing: He said no. By waiting, he transformed a "utility tool" into...
"This is the most exciting time in our lives to build software" with @lennysan "I can't even code and I've built 12 apps on @Replit that have been used almost 1,000,000 times. And we run an eight figure business with 2...
In 2025, a lot of teams treated AI like a feature multiplier. Bolt it on, ship a demo, call it progress. The hard work of designing systems that learn, degrade gracefully, and hold up under real usage was quietly discounted....
You win by keeping it simple: Simple offer. Simple messaging. Simple sales process. Complexity is a tax on growth.

Right now I have two live projects in @Replit One is a fun MMORPG that simulates running a start-up to IPO and to global domination, -> https://t.co/od8DggqoKS The other is a big enhancement to https://t.co/D1x4RaX5t7 to match the best founders + best...

I spoke to 50+ top-tier VC firms about investing in my bootstrapped $22M ARR SaaS. Then I walked away from all of them. Here's why I never took VC money: https://t.co/04XxSsWtXY
"We haven't found product-market fit yet." Okay. Which part? If you're inventing a new category, doing something nobody's done before, you might have a market problem. Maybe the market doesn't exist. Maybe it's not ready. That's real. But if you're...
This is my 7th year running Unstoppable , my advisory and education business for SaaS and AI Founders. And I believe the reason we've been able to survive and thrive for so long is because of ONE thing: Holding a...
Cheaper leads often look good on paper, but they rarely become the customers you want. They churn faster, stay shorter, and they don’t create long-term value. When teams cut CAC by broadening targeting, they get more volume. But the trade-offs...
Going into the new year, more buyers now rely on Reddit than G2 when evaluating SaaS tools - yet many SaaS teams still underestimate Reddit as a GTM channel.. https://t.co/fW1udPDOSa
A second-time customer is actually worth more than a first-time customer. We tend to look at churned users as "dead leads," but the data proves otherwise. I was catching up with Dan Pfister recently, and he pointed to a Harvard...
Going into the new year, more buyers now rely on Reddit than G2 when evaluating SaaS tools - yet many SaaS teams still underestimate Reddit as a GTM channel. It’s one of the few places where buyers go for transparent...
Most first-time founders believe the hardest part is the situation they’re in. A missed deadline. An investor who passed. A launch that didn’t move numbers. A hire that didn’t work out. In the early days, progress gets interrupted in small, unglamorous ways...

Nothing like epic investor updates on 1/1/26. First up is @owner: 👩🍳 One of the best companies I've ever invested in is @owner — AI for restaurants. A great example of AI Vertical B2B. They dramatically accelerated in 2025: • Growing almost...

When the buyer asks for the SOPs and the founder realizes the "manual" is just their brain. Every founder reaches a point where they feel ready to exit. The growth is there, the product is solid, and they’re already eyeing the next...
$10M ARR is the FU MONEY of SaaS. At $10M ARR bootstrapped, you and your co-founder clear $1M+/year in salary and dividends easily. You can sell instantly for $30-40M. There are hundreds of EBITDA buyers at this level vs. a handful...
In order to run a company, you HAVE to be an outstanding leader. At least according to conventional wisdom. But as it turns out - if you want to make an AI agent your next "employee" - classical leadership skills become...
If you're profitable, you can literally outlast big VC-backed competitors that are burning more cash than they make. Even if you're super small. These fast-growth startups crash more often than not.