The Ledger

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why aren't all 61 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

Insight
Garcia: Peer respect matters more in hiring than prior experience
“I would way rather take a person in any role that is respected by someone that I respect than someone who's done it before. Like, I don't, my personal view is like, I don't care that much if you've done it before. I really don't, and I don't care that much if …”
Ernest Garcia Apr 7, 2025 ▶ 17:32 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
What-if
Garcia: Underpricing Carvana's IPO for a pop would have risked failure
“If we would have, you know, priced it at 10 or eight or whatever to try to get some magical bump, we would have gotten a lot less money and would have been more likely to not make it across the line. And we would have, you know, taken more dilution for all of …”
Ernest Garcia Apr 7, 2025 ▶ 53:32 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
What-if
Garcia: Taking on massive debt saved Carvana from catastrophic equity dilution
“Had we raised equity in the same dollars at the same time that we took out debt we would have taken a lot more dilution than let's say that we just like raised equity today and paid it off just to like, you know, allow you to do that math. We would have taken …”
Ernest Garcia Apr 7, 2025 ▶ 56:30 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Assertion Supported
Carvana sold more cars after eliminating nationwide free shipping
“And what ended up happening Is as a result, we unclogged our network from sort of wasted excess transport that brought delivery times down for everyone. We have fewer late deliveries from this sort of excess clogging of the network and we sell more cars. So by…”
Dan Gill Jan 8, 2025 ▶ 25:28 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Insight
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…”
Dan Gill Jan 8, 2025 ▶ 22:52 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Opinion
Carvana's deterministic, algorithmic systems give it a structural AI advantage over dealerships
“Whereas in our world, all of these systems are deterministic and algorithmic and have been built that way from day zero. And so we can have an LLM tell you, Harry, given your credit score and the VIN of the vehicle that you entered you have 3000 dollars of pos…”
Dan Gill Jan 8, 2025 ▶ 44:31 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Prediction Not checkable as stated
Carvana aims to become the 'Amazon for cars' by distributing third-party vehicles
“I think that we should be selling other people's cars and we want to be Amazon for cars. We want to be able to distribute the cars that consumers want.”
Dan Gill Jan 8, 2025 ▶ 46:59 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Opinion
O'Driscoll: Pricing houses is harder than cars because margins lie in local nuance
“It's easier to price a car than a house, right? The nuance you have to get right I would wonder, prove me wrong. You can get within seven, eight, nine percent pretty accurately on comps, but it's the little shit that when you walk around the house, oh, they ha…”
Rory O'Driscoll Sep 18, 2025 ▶ 11:53 Opendoor CEO, Kaz Nejatian: OpenAI and Oracle, How Can Either Afford to Do This · 20VC with Harry Stebbings
Assertion Supported
Stebbings: Thrive and Greenoaks made $500M+ buying distressed Carvana stock
“They made half a billion dollars plus from Carvana in the public markets buying when it was in the dumps and then writing that up.”
Harry Stebbings Jul 31, 2025 ▶ 26:34 Why Apple Needs a Management Overhaul & Why Google is Catching Up with Hyperscalers · 20VC with Harry Stebbings
Disclosure
Garcia: Carvana is currently weakest in AI integration
“Relatively speaking, I think we're weakest there, but because it's just a new set of capabilities that we have not invested in for a long period of time.”
Ernest Garcia Apr 7, 2025 ▶ 11:40 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Insight
Garcia: Public market pressure is essential for driving maximum company success
“If success is the, is more important to you? I think you want to be public. I think that the things that people say about being Public are true. Like there are bad things, right? People are short-sighted and they focus on things that don't matter that much. Bu…”
Ernest Garcia Apr 7, 2025 ▶ 40:16 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Assertion Partly supported
Garcia: Carvana's current physical infrastructure can support three million cars
“I think that we are built today. We have infrastructure in like, you know, without diving too much into like the details of what this means, we have infrastructure that I think clearly supports three million.”
Ernest Garcia Apr 7, 2025 ▶ 1:08:33 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
What-if
Garcia: He wouldn't build Carvana again in a thousand lifetimes without luck
“If I got to live a thousand lifetimes, I don't think that I would be likely to be part of something as big as Carvana in very many of those lifetimes. Because I think that there is luck in the world.”
Ernest Garcia Apr 7, 2025 ▶ 28:59 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Insight
Garcia: Use repetitive analyst questions to spot real internal operational issues
“You need to have your convictions and beliefs, but it is useful to sit there and be like, okay, but what is the one thing we're going to get 15 questions about? And then is that something where the market is just wrong and we don't care, which many times that …”
Ernest Garcia Apr 7, 2025 ▶ 45:02 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Disclosure
Garcia: Carvana is shifting focus to growth after two years on profitability
“We as a company, not to like dive too deeply into the specifics of us, but I think we faced a two year period where we focused on nothing but profitability. And I think that we've, you know, more recently been trying to find the right balance between profitabi…”
Ernest Garcia Apr 7, 2025 ▶ 1:05:00 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Opinion
Garcia: Public markets constantly panic and over-evaluate micro data
“And I think the market in my opinion is constantly kind of panicking about everything. It's constantly like over-evaluating all these kinds of micro data points.”
Ernest Garcia Apr 7, 2025 ▶ 44:53 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Insight
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…”
Dan Gill Jan 8, 2025 ▶ 3:35 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Insight
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.”
Dan Gill Jan 8, 2025 ▶ 18:25 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Disclosure
Carvana refuses to hire super senior external talent, preferring internal growth
“We also don't hire Super, super senior people. We like to grow our talent from within”
Dan Gill Jan 8, 2025 ▶ 42:20 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Assertion Partly supported
Carvana's first-party logistics network can reach 90% of US driveways
“Carvana first party logistics touches 90% of US driveways. So if you can get any car to either coast of the United States, we will get it to 90% of Americans within a week.”
Dan Gill Jan 8, 2025 ▶ 46:08 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Insight
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 …”
Dan Gill Jan 8, 2025 ▶ 11:42 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Insight
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.”
Dan Gill Jan 8, 2025 ▶ 4:43 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Insight
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…”
Dan Gill Jan 8, 2025 ▶ 30:50 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Insight
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…”
Dan Gill Jan 8, 2025 ▶ 7:56 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Assertion Supported
Carvana consolidated from 90 product teams down to eight in 2022
“And so what we did in 2022 is we went from 90 back to eight and we forced so much more Cross-functional prioritization.”
Dan Gill Jan 8, 2025 ▶ 18:39 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Assertion Not checkable as stated
Carvana CFO's 10-year-old Excel model accurately projected the company's long-term margins
“The Excel model that our CFO, Mark Jenkins, built 10 years ago has been quite prescient. When we said, this is where our long-term margins will come from. This is where the economies of scale will come from. And these are all the areas that we want to vertical…”
Dan Gill Jan 8, 2025 ▶ 9:40 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Assertion Supported
Garcia: Carvana's stock dropped 99% and bonds traded at 40 cents
“In, in, in, in, in, in, in, in, in, our stock went down nine to nine percent. Our bonds were trading at like 40 cents on the dollar.”
Ernest Garcia Apr 7, 2025 ▶ 3:43 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Disclosure
Garcia: Being a public company CEO is a necessary cost, not enjoyable
“The superficial answer to that is no. I think it's a cost of the goal basically.”
Ernest Garcia Apr 7, 2025 ▶ 39:46 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Disclosure
Garcia: Carvana's physical car dealership purchases are early experiments
“We're always running experiments, trying to learn, and I think that it's extremely early.”
Ernest Garcia Apr 7, 2025 ▶ 1:07:40 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Insight
Garcia: Corporate focus requires uncomfortably killing projects every three months
“What I've come to believe over the last three years is that focus is very important and that for an ambitious company, it basically requires constant tending. Like every three months, you have to uncomfortably take things off of your, you know, board that you'…”
Ernest Garcia Apr 7, 2025 ▶ 1:04:29 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Insight
Garcia: Debt is particularly dangerous for non-cash-flow-positive growth companies
“I think debt is dangerous in general, and I think it's more dangerous for a company in a phase that we were in where you're not like positively cash flowing.”
Ernest Garcia Apr 7, 2025 ▶ 56:15 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Insight
Garcia: Executive job-hopping during adversity is driven by status anxiety
“I think that it's a group of people that are not motivated by status as much as most are. And I think that that matters because I think that like a lot of times what creates the moments of change, like where people bounce from company to company, I think is it…”
Ernest Garcia Apr 7, 2025 ▶ 19:53 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
What-if
Garcia: Carvana would have raised VC easily as a software layer
“And I do think that there's a very good chance we actually would have been successful raising money had we made that that choice.”
Ernest Garcia Apr 7, 2025 ▶ 2:22 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Insight
Ernest Garcia: Scale pushes leaders away from ground-level operations
“The closer you get to the ground, the better you are, and I think that, like, the pressure of scale pushes everyone up the pyramid.”
Ernest Garcia Apr 7, 2025 ▶ 14:49 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Insight
Garcia: Physical operations create defensibility as AI makes software easily replicable
“I think that like, as it sits today, I think you want to have. Meaningful physical processes where things are moving and ideally different business processes where the dots are connected in different ways. And then the software layer like makes all that happen…”
Ernest Garcia Apr 7, 2025 ▶ 9:01 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Disclosure
Garcia: VCs rejected Carvana over capital intensity and being in Phoenix
“And I think at the time that we were trying to do our early fundraisers, I think, you know, capital intensity, operational intensity were not popular. Marketplaces were very popular. That was kind of like the pattern people saw. Phoenix was not viewed as a mar…”
Ernest Garcia Apr 7, 2025 ▶ 6:18 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Insight
Garcia: Very few investors will back businesses requiring ten sequential risks
“When you have to solve 10 problems in a row, there's just not that many people that want to take that risk. I think there's people that'll take You know, two or three risks in a row, but when you've got like 10 in a row, it's just, it's very hard to find that …”
Ernest Garcia Apr 7, 2025 ▶ 7:25 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Opinion
Garcia: Public markets are cold, ruthless, and no one claps for you
“You don't want to be a reaction to other people's reduced view of what you are when you're public. It's just cold. It's ruthless. It's a, it's just results. No, one's ever going to clap for you.”
Ernest Garcia Apr 7, 2025 ▶ 0:06 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Opinion
Garcia: Amazon is an incredibly analogous business to Carvana
“I think we've studied Amazon like forever as just kind of like, it's an incredibly analogous business to our business. There's a lot of like moving things. There's a lot of very similar problems that you face.”
Ernest Garcia Apr 7, 2025 ▶ 1:02:26 Carvana CEO & Co-Founder, Ernest Garcia: Building a $50B Company, Losing 99% and Coming Back · 20VC with Harry Stebbings
Prediction Not checkable as stated
Carvana's driveway delivery staff will always scale with unit sales
“There are aspects of our business that are very people-centric, and I think we will want them to be people-centric forever. The person who shows up on your driveway and delivers your car even if that car were a self-driving car, I think, you know, there's stil…”
Dan Gill Jan 8, 2025 ▶ 59:58 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Insight
Founders should serialize product improvements instead of parallel processing
“You've got to serialize more as opposed to trying to parallel process.”
Dan Gill Jan 8, 2025 ▶ 20:18 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Disclosure
Carvana always assigns company-specific take-home problems to job candidates
“It is an asymmetric advantage, but we always have them do Carvana problems and we'll try and make it something that is relevant to us.”
Dan Gill Jan 8, 2025 ▶ 41:32 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Assertion Not checkable as stated
Carvana once had 90 small product teams working in parallel
“At one point we had 90 very small teams working in parallel.”
Dan Gill Jan 8, 2025 ▶ 18:14 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Assertion Supported
Carvana's market cap went from $2B to $60B, $500M, then $50B
“We IPO'd at about two. We peaked at about sixty billion. We dropped back down to five hundred million, and we're back to fifty billion.”
Dan Gill Jan 8, 2025 ▶ 49:25 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Prediction Not checkable as stated
Carvana expects massive operating leverage in software headcount as sales double
“I do not think that to sell twice as many cars, we need twice as many product managers or twice as many software developers. We should be expecting incredible leverage over our fixed expense base in those areas and expecting those people to cover more ground o…”
Dan Gill Jan 8, 2025 ▶ 1:00:26 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Prediction Not checkable as stated
Carvana plans to automate loan underwriting using API data instead of documents
“What we want is to automate everything and make everything self-service and intuitive. And if we can hit an API to get data on you to help our underwriting decision, instead of you having to provide a document to us, we're going to do that.”
Dan Gill Jan 8, 2025 ▶ 1:01:08 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Assertion Supported
Carvana recruits product managers internally from frontline roles like delivery drivers
“We have a number of product managers in our organization that were customer advocates. They were on the phones listening to customers and dealing with customers all day, every day. We have ones that were loan underwriters. We have ones that did home delivery o…”
Dan Gill Jan 8, 2025 ▶ 35:30 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
Assertion Not checkable as stated
Carvana executives meet with every single team in the company every week
“So several years ago, we took on an operating cadence where there is at least one executive team member, sometimes more than one, that meets with every single team in the company every single week.”
Dan Gill Jan 8, 2025 ▶ 34:09 Dan Gill, CPO @Carvana: The Most Wild Story in Public Markets | E1243 · 20VC with Harry Stebbings
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