I really enjoy the actual content of the few chapters I read so far, but the styling is 100% LLM, and it's so hard to get through multiple pages of the same exact mannerisms repeated over and over and over.
It kind of feels like reading the world's longest LinkedIn post. I really wish this wasn't the case because I really want to take in the story and lessons, but it's literally too fatiguing to get through much in one sitting.
Yeah this is a bit sad. I think maybe this person actually had some real lived experience and wrote bullet points and then generated the book. I don’t even want to think about the possibility that the whole thing, including anecdotes, might be generated.
I skimmed the content (it has no immediate relevance to my life) but even the chapter headings are sloppadocious.
OP here, thanks for this feedback, my workflow was to first have a draft and then feed it into a LLM to fix grammar and improve conciseness. Wished there was a tool (I think folks are already working on) that is similar to what a book editor does which suggests changes as opposed to changing the styling.
LLM writing reads like shitty blogs turned into books. I'm not sure what this is called, but when the chapter can be summed up in a sentence or two, but fleshed out to cover 3 or four pages, with multiple anecdotes conveying the same concept.
I dunno how much folks should trust this as more of an account of his specific journey, given this guy apparently didn't do an 83b election and got stuck with a big tax bill (ch 11).
When I see "it's not X, it's Y" I think of the music criticism of P. Bateman: "...it's not just about the pleasures of conformity and the importance of trends, it's also a personal statement about the band itself. Hey, Paul..."
So the market is going to be flooded with this type of soulless books that have no distinct character or style, just pure dry facts?
In a sense, "I wrote a book about it" is disingenuous and I agree the author's bullet list would probably be more interesting and would save us a lot of time.
Great content and perspective. I would say (and fair warning, this is obviously biased as I run one of the investment banks that specialize in B2B SaaS M&A between $2-20M ARR - Discretion Capital), this:
"Now should you hire a banker when there is no actionable inbound interest and you have no prior relationships? I would recommend no, as in such a case bankers would typically rely on their network of Corp Devs and present your company to a laundry list of potential companies that likely have nothing to do with your space or business or you have no interest working for."
..is not how a great banker that actually does deals in the revenue size and market you're in would act. I can see how a "too large" a bank where you're small fry, would do this, but eg in my space ($2-20M ARR), the key job of your banker is to reach out to whomever would pay the most for your business, not just their corp dev buddies they happen to have existing relationships with.
That's not easy - there are 1000+ repeat software buyers with various portfolios and all kinds of timing constraints, and that's even before considering true strategics (in my range, the buyer mix is 70% PE or PE owned, 20% strategics and 10% other).
Typically, for a proper process, you'd want to see 100-150 (well sourced and properly targeted) potential acquirers. If they're just sending you to a handful of corp devs then they're not taking your business seriously and you should get another banker.
What does it take to get a good outcome in the 2-20m ARR exit space?
When I read PE multiples in the 3-5x ARR range, it seems like a fire sale compared to valuation prices. At 3x, you might just be giving it all back in liquidation preferences.
Am I missing something, or is this just founders who are sick of running the business and want to do something else, or are there lots of capital efficient companies in this range where 3-5x revenue is a good deal?
I agree that good bankers are hard to come by and unfortunately most simply forward decks to a broad list, and they won’t get founders the outcome they deserve. My point was more about readiness for a sale. Having gone through it, I’ve come to believe there are certain prerequisites for even kicking off a process, primarily business fundamentals and pre-existing relationships.
In my experience, a banker can amplify an existing market, but they can’t create one from scratch (at least not easily).
For example, in our case we had roughly six serious inbound inquiries before engaging bankers. While our bankers (and they are great) ran a broad discovery process and put us in front of many potential acquirers, the eventual buyer was one that reached out to us unsolicitedly rather than being introduced through the process.
Nice, you fed bullet points into the LLM to make a book. I can stuff your book into an LLM to make bullet points. It's like a wonky non-deterministic hash for both of us to save time and give the author some feel good dopamine at the expense of tokens + authenticity!
Really appreciate the deep dive here. M&A is the final boss of startups and so rarely do we get any credible, detailed information about how things go down from the founder's perspective, especially at the 9+ figure deal size. Having written a book about pivots, I know how hard it can be to then distill a grueling experience into something digestible. Thank you Derek!
Polarr's Mission: For over a decade, Polarr has provided photographers with intelligent, intuitive AI-powered tools for photo and video editing, culling, and workflow automation. The company pioneered web and mobile photo editing apps and powered photo enhancements on hundreds of millions of devices through edge AI SDKs. Pixieset is a Vancouver-based all-in-one SaaS platform serving over 600,000 photographers with client galleries, websites, and online stores. Polarr is a San Jose-based startup that has built a community of creators with AI-powered editing tools and a catalog of over 1 million filters generated monthly. 1
Founding & Early Years
Polarr was founded in 2014 by Stanford graduate Borui Wang and Derek Yan. The company launched its online photo editor in February 2015. The app achieved remarkable early traction, receiving 250,000 downloads in its first 48 hours.
Product Evolution
• June 2015: First mobile version of Polarr Photo Editor released
• Fall 2015: Launched Polarr Photo Editors for Windows 10 and macOS
Polarr was named Apple's Best of the App Store for 2015 and 2016.
• December 2017: Released Album+, an app using on-device AI to organize photos
• March 2019: Announced $11.5M Series A funding round led by Threshold Ventures. Other Investors: Threshold Ventures, Cota Capital, Pear VC, StartX, and ZhenFund
• April 2022: Launched Polarr 24FPS app for video editing with Polarr filters
• January 2023: Launched Polarr Next, an AI web app that learns user style for automatic photo updates
• 2023: Introduced Polarr AI Copilots (beta) for transforming text into photos, videos, and designs
Public revenue figures for Polarr are not disclosed. However, the company demonstrated strong early traction:
• 4 million Monthly Active Users (MAUs) as of 2019, with only 30% based in the US
• Enterprise partnerships with major OEMs including Samsung, LG, Oppo, and Lenovo, whose native camera apps integrated Polarr's technology
• Enterprise value estimated at $46–69M as of recent valuation data
The company operates a freemium model with premium subscription tiers ($2.39/month for filter storage and premium filters, $4.79/month for all features), but specific ARR or annual revenue figures have not been publicly released.
Does anyone know of any other resources like this for new founders to understand the experiences of experienced founders? This seemed very candid and earnest - it's rare that these don't sound like personal branding pieces. I'd love to build a collection. This one was superb.
"Built to Sell" is a better book, starting with the premise that your company needs to be positioned to be bought, not sold. If you are reaching out to someone to buy you, you are effectively accepting an 80% price cut.
Good call out! This book was definitely useful in terms of thinking about specialization before testing the market. There was even a sequel to it I believe.
However, the general audience for "Built to Sell" is for SMBs and does not cater towards the venture-backed technology startups here in the valley (who hope for a strategic acquisition instead of a ebidta multiple).
We've gone full circle. I asked Gemini what is the sale price and I got this answer:
"Within the tech community (such as discussions on Hacker News), estimates have varied wildly. While some speculate on a "9-figure" deal (over $100 million), others suggest a more modest range of $10–$20 million based on Polarr's estimated revenue and team size at the time of the sale."
As a founder fortunate enough to get to and through a positive acquisition, just reading the chapter outline and clicking into a few I can see there's useful perspective here I wish I'd had. Since the situation is pretty rare there's not a lot of info for founders from founders.
As it was I had to figure it out as it happened. I managed to thread the needle while avoiding any major pitfalls but it was a close thing that easily could have blown up. The difference probably came down to some good luck at the right moment, which isn't a great feeling in retrospect.
Congrats on your exit! Your note reminded me something Ezra Roizen wrote in Magic Box Paradigm. Paraphrasing here, he said that M&A outcomes often feel miraculous, but then again, babies are miracles too, and they happen every day :)
gbnwl|22 days ago
It kind of feels like reading the world's longest LinkedIn post. I really wish this wasn't the case because I really want to take in the story and lessons, but it's literally too fatiguing to get through much in one sitting.
collingreen|22 days ago
I didn't realize how poignant of a criticism this could be. Holy hell that hit hard.
neilk|22 days ago
I skimmed the content (it has no immediate relevance to my life) but even the chapter headings are sloppadocious.
zhyan7109|22 days ago
greazy|21 days ago
Eridrus|22 days ago
nubg|22 days ago
Dear ChatGPT, please rephrase these bulletpoints into a chapter of my book: ...
Pray tell why may we not just read the bulletpoints instead?
Sold your own company, but unable to use your own words?
HPsquared|22 days ago
prawn|22 days ago
Reader: AI, please summarise this business book into a set of quick-to-read bullet points.
mojuba|22 days ago
In a sense, "I wrote a book about it" is disingenuous and I agree the author's bullet list would probably be more interesting and would save us a lot of time.
einarvollset|26 days ago
"Now should you hire a banker when there is no actionable inbound interest and you have no prior relationships? I would recommend no, as in such a case bankers would typically rely on their network of Corp Devs and present your company to a laundry list of potential companies that likely have nothing to do with your space or business or you have no interest working for."
..is not how a great banker that actually does deals in the revenue size and market you're in would act. I can see how a "too large" a bank where you're small fry, would do this, but eg in my space ($2-20M ARR), the key job of your banker is to reach out to whomever would pay the most for your business, not just their corp dev buddies they happen to have existing relationships with.
That's not easy - there are 1000+ repeat software buyers with various portfolios and all kinds of timing constraints, and that's even before considering true strategics (in my range, the buyer mix is 70% PE or PE owned, 20% strategics and 10% other).
Typically, for a proper process, you'd want to see 100-150 (well sourced and properly targeted) potential acquirers. If they're just sending you to a handful of corp devs then they're not taking your business seriously and you should get another banker.
Eridrus|22 days ago
When I read PE multiples in the 3-5x ARR range, it seems like a fire sale compared to valuation prices. At 3x, you might just be giving it all back in liquidation preferences.
Am I missing something, or is this just founders who are sick of running the business and want to do something else, or are there lots of capital efficient companies in this range where 3-5x revenue is a good deal?
zhyan7109|22 days ago
I agree that good bankers are hard to come by and unfortunately most simply forward decks to a broad list, and they won’t get founders the outcome they deserve. My point was more about readiness for a sale. Having gone through it, I’ve come to believe there are certain prerequisites for even kicking off a process, primarily business fundamentals and pre-existing relationships.
In my experience, a banker can amplify an existing market, but they can’t create one from scratch (at least not easily).
For example, in our case we had roughly six serious inbound inquiries before engaging bankers. While our bankers (and they are great) ran a broad discovery process and put us in front of many potential acquirers, the eventual buyer was one that reached out to us unsolicitedly rather than being introduced through the process.
dangero|22 days ago
oneneptune|22 days ago
jasonshen|22 days ago
Eridrus|22 days ago
This smells more like a $10-20m deal based on what I could find about his company. I could obviously be wrong, but 100 seems like a real stretch.
pieterhg|22 days ago
zhyan7109|22 days ago
tiffanyh|22 days ago
swyx|21 days ago
Polarr's Mission: For over a decade, Polarr has provided photographers with intelligent, intuitive AI-powered tools for photo and video editing, culling, and workflow automation. The company pioneered web and mobile photo editing apps and powered photo enhancements on hundreds of millions of devices through edge AI SDKs. Pixieset is a Vancouver-based all-in-one SaaS platform serving over 600,000 photographers with client galleries, websites, and online stores. Polarr is a San Jose-based startup that has built a community of creators with AI-powered editing tools and a catalog of over 1 million filters generated monthly. 1
Founding & Early Years
Polarr was founded in 2014 by Stanford graduate Borui Wang and Derek Yan. The company launched its online photo editor in February 2015. The app achieved remarkable early traction, receiving 250,000 downloads in its first 48 hours.
Product Evolution
• June 2015: First mobile version of Polarr Photo Editor released
• Fall 2015: Launched Polarr Photo Editors for Windows 10 and macOS
Polarr was named Apple's Best of the App Store for 2015 and 2016.
• December 2017: Released Album+, an app using on-device AI to organize photos
• March 2019: Announced $11.5M Series A funding round led by Threshold Ventures. Other Investors: Threshold Ventures, Cota Capital, Pear VC, StartX, and ZhenFund
• April 2022: Launched Polarr 24FPS app for video editing with Polarr filters
• January 2023: Launched Polarr Next, an AI web app that learns user style for automatic photo updates
• 2023: Introduced Polarr AI Copilots (beta) for transforming text into photos, videos, and designs
Public revenue figures for Polarr are not disclosed. However, the company demonstrated strong early traction: • 4 million Monthly Active Users (MAUs) as of 2019, with only 30% based in the US • Enterprise partnerships with major OEMs including Samsung, LG, Oppo, and Lenovo, whose native camera apps integrated Polarr's technology • Enterprise value estimated at $46–69M as of recent valuation data
The company operates a freemium model with premium subscription tiers ($2.39/month for filter storage and premium filters, $4.79/month for all features), but specific ARR or annual revenue figures have not been publicly released.
nerdsniper|22 days ago
zhyan7109|22 days ago
dewey|22 days ago
mvkel|22 days ago
zhyan7109|22 days ago
However, the general audience for "Built to Sell" is for SMBs and does not cater towards the venture-backed technology startups here in the valley (who hope for a strategic acquisition instead of a ebidta multiple).
jacob_rezi|22 days ago
sebastiennight|22 days ago
BUT...
If you use this tool I just vibe-coded with our good friend Claude: https://onetake-ai.github.io/html-ebooks/
And point it at the repository: https://github.com/yan7109/yan7109.github.io/tree/main/ma-bo...
It will give you an ePub with all the chapters, including a bit of styling etc.
The code is MIT licensed, so do with it as you wish.
mrskitch|22 days ago
You can pretty much just create a free plan and run this in our debugger, which will compile the chapters and return PDF. Pretty fun little challenge.
zhyan7109|22 days ago
krater23|22 days ago
avrionov|22 days ago
"Within the tech community (such as discussions on Hacker News), estimates have varied wildly. While some speculate on a "9-figure" deal (over $100 million), others suggest a more modest range of $10–$20 million based on Polarr's estimated revenue and team size at the time of the sale."
unknown|22 days ago
[deleted]
mrandish|22 days ago
As it was I had to figure it out as it happened. I managed to thread the needle while avoiding any major pitfalls but it was a close thing that easily could have blown up. The difference probably came down to some good luck at the right moment, which isn't a great feeling in retrospect.
zhyan7109|22 days ago
riazrizvi|22 days ago
zhyan7109|22 days ago
DEDLINE|22 days ago
zhyan7109|22 days ago
chilipepperhott|22 days ago
drakeswalla|21 days ago
tomik99|22 days ago
[deleted]