Luke Sophinos ✓
@lukesophinos · Miami, FL · joined 09 Aug 2015
Vertical AI Founder, CEO, Investor, Thiel Fellow. Prior: Founded a vSaaS in my college dorm room and scaled it to market leadership / sold to pe.
36 701Followers
2 211Following
10 400Posts total
7MViews on collected posts
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Customers hate the unpredictability of AI costs. Usage based pricing creates budget chaos and procurement friction.
Dom Dinardo explains how Aforza solved it: they absorbed the complexity of model costs, token consumption, and utilization patterns so customers get predictable ht
1.1K views · 5 likes
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0:23
Most salespeople lose deals because they sell their product instead of selling alignment with what someone is already trying to accomplish.
The insight: every person has key initiatives. Personal and company level. A lot of reps ignore this and pitch features.
Think about
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Vertical software requires a different business model than horizontal platforms.
Dom Dinardo's rule: you need to understand your customers at a fundamentally deeper level. Their stakeholders, their operational pain points, their daily workflows.
That means keeping account teams
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0:30
Vertical vendors compete harder against each other than against horizontal incumbents.
Dom Dinardo explains why: large platforms push broad enterprise deals from the C suite down, while vertical players win on specific workflow problems.
The pattern he sees constantly: https:
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0:52
@lukesophinos Constellation software is definitely a company worthy of study
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If you're more of an email person I also write a newsletter.
One 'how to'.
One business story.
One vertical SaaS breakdown.
In your inbox once a week.
Sign up here: https://t.co/SEYIcGemLl
57.3K views · 64 likes
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I leveraged two great write-ups for this.
Thanks to @mariogabriele for writing a great breakdown on Constellation: https://t.co/fj6tdv0DEY
Shoutout to @bizbreakdowns for their excellent episode on CSI: https://t.co/gmuGNoEuzl
77.7K views · 221 likes
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Hope you've found this thread helpful.
Follow me @lukesophinos for more.
Like/Retweet the first tweet below if you can:
125.4K views · 209 likes
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For me, Mark and Constellation Software are the epitome of success.
They built a SOFTWARE EMPIRE through smart acquisitions and a killer cash flow cycle.
They take great care of their employees.
They keep growing. https://t.co/4arq87aqaW
85.3K views · 454 likes
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So they are:
• Lowering the bar for new investments
• Buying bigger companies
• Expanding outside the vertical SaaS
83K views · 169 likes
· 1 reposts · 3 replies
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So what's next for Constellation?
Today, they generate a free cash flow of ~$1B on $6.5B in revenues with free cash flow margins of 20%.
The problem for Mark and Constellation now is that they have got more money than they know what to do with. https://t.co/OYqzIlh9Ef
89.6K views · 204 likes
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Fun fact: Mark is not paid a salary or a bonus.
His entire compensation comes entirely from building the value of his holdings over time.
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Get this: By 2015, more than 100 CSI employees were millionaires!
And Mark wants to make 500 more in the next 10 years.
The bulk of that cash came from the company's stock, which employees are required to buy - some can get up to 75% of their salary in $CSU shares!
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• Long term
CSI doesn't want to sell the companies it acquires for a profit.
It wants to acquire them, then hold them forever.
Since inception, they have only sold one business because they were offered a really high price in its early days.
Mark regrets selling to this day.
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• Meritocracy
Mark wants his employees to stick around; so he takes great care of them.
- Good pay
- Stock bonuses
- A clear path to move up
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• Autonomy
Constellation is all about decentralization - they want decisions to be made closer to the ground.
Here's what Mark said in one of his shareholder letters: https://t.co/19dhrG9IyR
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Three cultural tenets govern Constellation:
1. Autonomy
2. Long-term Thinking
3. Meritocracy https://t.co/pXwacgKQyp
124.3K views · 416 likes
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This begs the question,
How does Constellation manage 500+ companies?
It splits them into 6 operating groups.
1. Volaris
2. Harris
3. Jonas
4. Vela
5. Perseus
6. Topicus https://t.co/0Y9RfCOkaE
139.5K views · 357 likes
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Since 1995, Constellation has acquired 500+ vertical software companies across 75 industries - from education to yachting.
They rely on a simple cycle:
The vertical SaaS companies they buy shoot off cash, which gives Constellation more cash to buy more companies. https://t.co/z
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Constellation likes to acquire small VMS companies, usually for around $2-5M
Some criteria for the types of businesses they're after: https://t.co/FglzUIGSCF
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Vertical software companies target specific markets like hospital management.
Companies like these have high gross margins and sell software vital to their customers' operations.
It's sticky, it's lucrative, and it's mission-critical.
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The goal of the company was simple:
Become the best buyer of Vertical Software businesses in the world.
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So, Mark came up with the idea of creating a permanent capital vehicle to acquire and hold vertical software businesses forever.
FOREVER.
With $25M from his old venture colleagues, Mark started Constellation Software in 1995. https://t.co/BKvYthe5rZ
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After spending 11 years in Venture Capital, Mark realized something.
"It was difficult to focus on a specific industry and the investment returns were erratic and underwhelming. "
He wanted to build something permanent.
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Mark started his career as an intern at Barclays.
His mentor there told him he was going to make a terrible banker.
So he studied the firm's clients and found a career path in venture capital.
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Constellation software is currently valued at ~$49B, it was founded in 1996.
Mark Leonard drives the company forward.
Here is how it all come to be 👇
242.1K views · 290 likes
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Meet Mark Leonard, the founder, and CEO of Constellation Software.
A company like no other.
Since debuting at $70M at the Toronto Stock Exchange, the company has increased in value by ~ 70,000%
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This guy acquires companies for breakfast, lunch, and dinner.
But never sells them.
The coolest software billionaire you've never heard of 🧵 https://t.co/qqONnQuu83
3.9M views · 12.1K likes
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Against accounts of the same size
4 posts from the last 90 days, next to the 10K–100K follower range. ordinary reach for its size, weaker reaction than most.
Median views1 190this account924median for 10K–100K
Reach, %3.24%this account3.62%median for 10K–100K
Engagement, %0.94%this account1.52%median for 10K–100K
| Metric | This account | Median for 10K–100K | Ratio |
|---|---|---|---|
| Median views per post | 1 190 | 924 | 1.29× |
| Reach (views ÷ followers) | 3.24% | 3.62% | 0.90× |
| Engagement rate | 0.94% | 1.52% | 0.62× |
Others in this range → Compare with another account → How these benchmarks are built →
Growth & engagement
How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.
Views per post
107.9K14 Mar
96.8K
91.4K
89.6K
83K
85.3K
125.4K
77.7K
57.3K
21.2K
1.2K17 Sep
1.4K18 Sep
1.2K
1.1K
Last 14 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.
Engagement rate per post
0.20%14 Mar
0.25%
0.21%
0.24%
0.21%
0.56%
0.19%
0.30%
0.14%
0.08%
0.57%17 Sep
1.11%18 Sep
0.78%
1.16%
Reactions — likes, reposts, replies and quotes — divided by views. Median for 10K–100K accounts is 1.52%.
What the audience does
Likes60.2%18 395 in total
Reposts7.0%2 147 in total
Replies1.0%303 in total
Quotes0.6%198 in total
Bookmarks31.1%9 515 in total
Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.
The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.
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