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My First MillionAsking A $100M/Year Founder For Profitable Business Ideas (#413)
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At a glance
WHAT IT’S REALLY ABOUT
CB Insights Founder Pitches Data Business Ideas and Shares Hard-Won Lessons
- Anand Sanwal pitches data-centric business ideas such as monetizing 'sawdust data' exhaust, crawling opaque pricing, and ranking colleges by graduate earnings, using a framework of variable SKU, high consideration, and opacity.
- The hosts and Sanwal discuss daily executive briefing emails as a potentially huge business, with Sam Parr citing Politico Pro's reported 100 million-plus in recurring revenue as evidence it could be bigger than Sanwal's tens-of-millions estimate.
- Sanwal shares that underpricing early attracted bad customers, and that a consulting firm told him to add zeros to CB Insights' 395-a-month price, which taught him price signals quality.
- Sanwal tells the story of running and then selling his late father's fine-chemicals factory in India over 18 months, optimizing for protecting employees rather than maximum price, and warns that 'industry standard' is a red flag in negotiations.
- The conversation turns to the Adani allegations and spotting troubled or fraudulent companies, with Sanwal saying underperformance signals like executive turnover and 3X liquidation preferences are easier to detect than fraud, while Shaan Puri argues the same traits seen as genius pre-collapse become red flags afterward.
IDEAS WORTH REMEMBERING
5 ideasLook for variable SKU, opaque, high-consideration markets
Sanwal says markets where buyers risk real money, information is hard to find, and products can't be compared on a simple grid are where a messy data business can build a moat.
The messy-data advantage is willingness to do tedious work
Sanwal argues cleaning data requires pain tolerance, and that 99 out of 100 people won't do the manual work of collecting it, which protects the resulting asset.
Underpricing attracts the wrong customers
CB Insights started at 395 a month and drew churn-prone, support-heavy users; a consulting firm told Sanwal to add zeros, and prices are now orders of magnitude higher.
Data that needs frequent refresh keeps customers subscribed
Sanwal says volatile data that changes regularly drives ongoing subscriptions, whereas one-time data can be sold once, though it can still feed lead-gen or ad businesses.
Unsexy data and briefing businesses can be enormous
Sam Parr and Sanwal note that companies like Informa, Euromoney, Cision, and Politico Pro are build-once, sell-many businesses with high margins that attract little competition.
WORDS WORTH SAVING
5 quotesThe messy data to clean data thing, that's just like you have to have a pain tolerance. That's all that is, right?
— Anand Sanwal
And, and the beauty of that business is 99 pe- out of, uh, 99 people out of 100 won't do that work.
— Anand Sanwal
There's no such thing as industry standard, right? Like, if it's, it's, if it's good for you, then it's what you should aim for.
— Anand Sanwal
it's always industry standard to the benefit of the person across the table. It's never industry standard and good for you.
— Anand Sanwal
So like s- like price is a indicator of quality, is an indicator of other things beyond just like the core value of the product.
— Anand Sanwal
High quality AI-generated summary created from speaker-labeled transcript.
