The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 24 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Carvana would reject $100M in SaaS revenue if it distracts from core
“We could license so many pieces of software that we've built. There's a lot of companies in, in our industry that would love to use software that we've built. The idea of us generating. Ten million dollars of incremental SAS revenue or a hundred million dollar…”
Consultants only excel in product if they hate purely advisory work
“We've had great success with a small number of consultants that have joined, but you've got to look for that very specific type. It is the person who comes from consulting and says, I hate it. We do all the research and we make these recommendations and then w…”
Carvana hires product operators for 'horsepower and give a shit'
“I would say it can be valuable, but it is not what we index on. You know, when I'm hiring I use two attributes and I've sort of tried to pass this through the organization. The two I look for are horsepower and give a shit.”
Product managers are not 'CEOs of the product'
“I don't. I think that being the PM, you need to be obsessed with every aspect of the experience, and I think that you need to really intimately understand the system. And what I mean by that is that any good experience has so many inputs and so many outputs, A…”
First-party vertical integration creates a durable advantage in commodity markets
“So if you can do More of the work yourself as a first party and drive those expenses down. Now that transaction is worth more to you than it is to anyone else. You're generating more of the profit pools, you're spending less, and you have a greater profit per …”
Having 90 parallel teams means one team's fifth priority blocks another's first
“And ultimately there are not 90 number one priorities that the fifth priority of a certain team might actually dominate the number one priority of many other teams, but they're not going to get to it because it's fifth on their queue.”
Product teams create zero value by shipping features unless metrics move
“We do not win by shipping features. We win by moving metrics. And ultimately, while there are so many input metrics and you should have a very clearly defined unit economics driven hypothesis for why we're taking on any given initiative, and you should have le…”
Manage crises by setting 30-day truth checks against external media narratives
“What you say to your team is, here's what the rest of the world misunderstands about the truth, and what you're reading in the Wall Street Journal, or what you're reading in any of these publications, Let's be really clear about what that version of the truth …”
Founders often fail because they rush into irrational idea selection
“I think that founders are often in such a hurry to found something that they aren't rational enough about what they pick to go and found.”
A stock dropping from 98% to 99% is another 50% loss
“The fun thing about dropping by 99% is that the difference between a 98% drop and a 99% drop is another 50% drop.”
Assess candidate intelligence by probing their knowledge of advanced product settings
“I will often ask what their favorite piece of technology is. And I want to know if you're going to say what your favorite app is or favorite piece of hardware or whatever, You better have gone into the advanced settings and know what's buried under there and b…”
Test candidate resilience by asking about the hardest they have ever worked
“My favorite question is to ask what is the hardest you've ever worked in your life? And I'm not necessarily asking, you know, at work in your job. I'm asking anything. It could be that in high school you had a sick parent and you were trying to be on the track…”
Auto retail margins come from financing and trade-ins, not vehicle prices
“And if you can sell A commodity product and capture more profit than anyone else can. And I don't mean raise prices. I mean, capture more of the profit pools surrounding the transaction. In, in an automotive that is financing, that's insurance, that's acceptin…”
E-commerce platforms should not reinvent standard search UI unless habit-forming
“As a consumer, you need to feel comfortable, especially in something that's not habit forming, right? Like people learn to use Snap over time, and I found Snap to be utterly unintuitive at the beginning, but it was habit forming, and they did teach people a ne…”
Founders should serialize product improvements instead of parallel processing
“You've got to serialize more as opposed to trying to parallel process.”
Startup focus is about sequencing priorities, not picking just one
“Choosing the one thing isn't that there is only one thing. It's about putting them in order.”
Product prioritization equals magnitude of impact times frequency of occurrence
“A good framework for that is, you know, the magnitude of impact times the frequency of occurrence. You can say that something is a horrendous experience, but if it happens One in every 50,000 deliveries. That's not a very good thing to bring to the table. Even…”
The best hires proactively pitch a vision to improve the company
“The single best way to hire someone into an organization is for them to reach out to you with a vision for how your organization gets better.”
Evaluating product candidates requires them to break down problems in writing
“And I think in product, how can I trust someone's judgment without asking them to first put their thoughts in writing, and break down a problem and hear how they would approach it.”
Feature-level startups fail without a clear wedge into an indispensable product
“I think there's a lot of companies out there that are Features and not products. And so you better have a very clear vision for how that feature is a wedge to something much, much bigger or something indispensable for an organization, not like a, well, we're j…”
Product management leverage is at least 50% about people alignment
“That it's at least 50% if not more about people and not just making product decisions. You know, fortunately I love people. I'm a pro social guy. I love my teams. But really the leverage is in getting lots of people to move with urgency and to care and to unde…”
Evaluate product leverage by isolating and perfecting a single variable
“And so my number one piece of product advice is, is always, if you can only change one thing and everything else has to stay constant, what is the one thing you're going to change? Imagine that future where that one change is as perfect as you can make it. How…”
Product managers must work directly inside operational workflows to understand friction
“But you really actually need product to live in the weeds with operations and intimately understand the challenges and the experiences and the frictions and the deficiencies.”
Auto logistics platforms must absorb sub-scale underutilization to protect conversion rates
“If you say I'm going to wait until the nine car hauler is full, then I can only tell you, I will get you your car somewhere between three and 11 days from now, which is not a good customer offering. And it's going to take a long time, which is low converting. …”