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 391 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 6 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
Rampell: Replacing enterprise SaaS platforms with vibe coding is preposterous
“Undercurrent of, oh, I'm gonna vibe code everything, which I think is just preposterous having been a software developer for a very, very long time”
Rampell: Artificial intelligence technology is currently under-hyped
“This is actually why I am convinced that AI is under-hyped.”
Rampell: Prediction markets gather information more efficiently than the CIA
“And this is a much more efficient truth machine than, like, the central intelligence agency, if you think about it.”
Alex Rampell asserts Google is artificially inflating Gemini daily active user metrics
“And I think the metrics that they're kind of faking right now is it's like what percentage of our users are using AI and that's not using Gemini as a DAU. I'm sure of that. It's just like they have like an AI summary, something, something in there, but they're…”
Rampell: Traditional banks will never be able to build software
“Well, and that's the thing, it's like, you know, software, like I'm very confident that all of the banks Cannot build software, will not be able to build software, will not build software.”
Rampell: Zillow's lead gen model is terrible and deserves -100 NPS
“And what Zillow and others do is they just do lead generation. It's a terrible business model from a consumer perspective. Like it should have like negative a hundred NPS because they're just, you're just getting called all day by real estate agents.”
Rampell: Coupon extensions like Honey steal affiliate attribution at checkout
“And then it's like, do you want a coupon code? Oh, why? Yes, I do. Why would I not want a coupon code? 10% off, click here. You go click here. What does it do? It redirects you to an affiliate page. It puts a cookie on your machine. It redirects you back to th…”
Rampell: Acquiring failed startups requires weighting past outcomes near zero
“And the key thing to make this strategy work is you actually want to over allocate on process and you want to weight outcome to almost zero because you're buying the outcomes that were in fact zero.”
Rampell: Advanced telepresence will crash real estate prices
“The real estate prices would crash, I guess, that, that would probably be the biggest one, because location, location, location would be shrunk down to, like, location doesn't matter.”
Rampell: Only drug dealers and the underground economy want physical cash
“There's a legitimate case that cash, like a lot of people want cash to go away. Like the people that want cash to stay are the drug dealers and the people that are the members of the underground economy.”
Alex Rampell argues payday lending is not an inherently evil profession
“Actually, I take issue with people that think that payday lending or just high interest rate lending is, is this evil, terrible profession, because imagine that I'm trying to just make ends meet, and I need to pay my landlord on Friday, and my paycheck is comi…”
Rampell: Blockchain without cryptocurrency makes no sense
“I very much believe this, and I think we all do as a firm, a blockchain without a cryptocurrency literally makes no sense, because there's no incentive for their participants to host the blockchain.”
Rampell: Incumbents must get innovation before startups get distribution
“The battle between every startup and incumbent really comes down to this one thing, which is whether the incumbent gets innovation before the startup gets distribution.”
Rampell: For-profit education institutions accept the highest MDRs, up to 50%
“The highest MDRs are actually for-profit education institutions. So some of them are, like, 50, like, I mean, I don't like these guys in particular, but, like, University of Phoenix.”
Rampell: Affirm operates with negative customer acquisition cost
“And like, I think to me, one of the coolest things about a firm to this day is it has negative customer acquisition cost. I mean, it is paid to acquire a customer.”
Rampell: Consumer business models degrade as CAC value flows to Google and Facebook
“I mean, Casper got to scale, but lots of CAC, and that's why a lot of these business models, they tend to degrade over time, because all the economic value goes to Google and Facebook.”
Rampell: AI replacing labor will create a much larger market than fintech bundling
“Fintech made the market much, much bigger for software because of this bundling effect. And that pales in comparison to now software doing the job of labor, because it's like, yeah, fintech made it a little bit bigger, but now, instead of just being a dumb pip…”
Rampell: The AI labor market is vastly larger than traditional software
“That's where the market just expands massively once you throw in labor, because it's like you have this tiny, tiny market for software, which by the way is not that tiny. It's like a trillion dollars. Concentrically around that, you have like, you know, big on…”
Rampell: Incumbents can innovate much faster in the AI era
“So I kind of think the same rules apply, you know, the battle between every startup and incumbent comes down to whether the startup gets the distribution before the incumbent gets the innovation. But with many changes, one change is the incumbent can get the i…”
Rampell: AI is overhyped in Silicon Valley but underhyped in Iowa
“AI is overhyped in Silicon Valley, but underhyped in Iowa.”
Rampell: Zendesk legacy per-seat revenue drops to zero without pricing pivot
“Because the per seat pricing, like if Zendesk said, we're just gonna charge you per seat per month for the current thing, you know, never make a change to our code or our pricing, that revenue stream is a hundred percent going to zero.”
Rampell: AI drives the vast majority of net-new software revenue
“The vast majority of net new revenue that's happening in software land is actually coming from AI, both at the application layer and the infrastructure layer.”
Rampell: Ramp data shows enterprise AI spending spiked in January 2025
“We're seeing the exact opposite, and I'll show two things. So there's a company called Ramp and they are kind of credit card expense management products, and you see this giant tick up in January of twenty-twenty-five”
Rampell: 15 percent of global adults use ChatGPT weekly
“Something like 15% of adults on planet Earth now use ChatGPT every single week.”
Rampell: Software replacing labor is a larger market than traditional software
“Category two is arguably the biggest, which is basically, it's not competing with the software market at all. Software is starting to eat labor. You're basically selling software that does the job of what people would do before. This is arguably a much, much b…”
Rampell: The best software companies have hostages, not customers
“The best companies have hostages, not customers.”
Rampell: AI vibe coding threatens high-margin software lacking data moats
“What makes, it actually increases the peril for anybody who's built a software product that has an enormous margin pool. You know, your margin is my opportunity. Well, I can vibe code against your opportunity. It has to be very, very sticky. It has to have som…”
Rampell: AI adoption will not eliminate a large number of human jobs
“You're gonna hire a lot of AI. You're not going to get rid of a lot of humans.”
Rampell: Unlike the cloud transition, software incumbents immediately embraced AI
“My view on, on everything that's happening in AI right now is it's one of these weird situations where it's very different than cloud, where Most on-prem software providers were like, cloud is stupid. Most potential customers were like, cloud is stupid. It's n…”
Rampell: NetSuite and Intuit will win big in AI monetization
“I'm very, very bullish on incumbents. I hope I can say that because I don't think that, I think NetSuite is going to figure out 15 different ways to monetize with AI. I think that QuickBooks, Intuit has this goldmine on their hands where they're just gonna sta…”
Rampell: AI startups should buy legacy companies instead of hiring sales
“There is a strategy that we think is very interesting, which is instead of having a sales team, you buy one.”
Rampell: An AI-native startup will build a better CRM and displace Salesforce
“Somebody is going to out Salesforce, Salesforce, not for the hostages that they have, but is going to build the greenfield version of Salesforce because how is that possible? Everybody hates using Salesforce. There's a new company that's going to do this bette…”
Rampell: a16z Rejects Consensus Voting Committees for Investments
“We don't have a committee where we, everybody votes, and then you have to have this many votes, and then it's all this political horse trading.”
Rampell: AI is consensus, unlike past cloud and mobile shifts
“It is just so consensus, like cloud was not consensus, mobile was not consensus, and that's why the incumbents kind of screwed up.”
Rampell: AI lowers software creation costs, increasing early-stage competition
“Nobody can because it's so easy to actually produce software, and that's kind of the, that's the double-edged sword of AI, is that it's very, very easy to produce software. Everybody can go do something that is a very obvious idea, because it's obvious everybo…”
Rampell: Adobe and Zendesk will sell fewer software seats due to AI
“Is Adobe gonna sell as many seats if now you don't have to hire as many graphics designers? Or is Zendesk going to sell as many seats if the, Software just answers all the queries. Like, the answer is no.”
Rampell: Back-office utility software incumbents are almost impossible to displace
“And there are some companies that operate in this Goldilocks zone of irrelevance, like these janitorial services, where even if you have nine million competitors, Like, they're just not gonna go anywhere, which is why, like, a lot of the strategy that we talk …”
Rampell: Momentum is the only route to scale for copied AI startups
“Momentum has the highest chance of getting you to gravitational scale where you do have a moat. And if you don't do that, by contrast, you're just gonna get eaten alive.”
Rampell: AI startups face forced consolidation due to unsustainable loss-leader pricing
“So I think that will probably play out the same way here, because you just can't have a market where you have everybody lost leading and nobody's big enough to get any kind of scale effects.”
Rampell: Non-state-of-the-art foundation model companies cannot build viable businesses
“The model company is the most cutthroat, because, like, unless you're, if you're state of the art minus, minus, minus, And you're trying to earn a living. It's just like that. That's just not going to work. So that game is super cutthroat.”
Rampell: AI software will make human workers ten times more productive
“Largely what it means is that people are going to be like 10 times more productive where I can't hire anybody to do this job, but I can hire AI to do it.”
Rampell: Bay Area housing prices declined massively when priced in tech stocks
“There's a piece that we wrote a little while ago showing that the price of housing in the Bay Area has declined massively in the past 25 years. If you're like, no, no, it hasn't. It's gone off. If you price it in Apple stock and Google stock, right?”
Rampell: Blockchain real estate tokenization fails because property rights rely on governments
“There's the blockchain stuff that doesn't really make sense to me. I'm a big, big fan of crypto, but it's like, crypto exists, like, if you're trading things that are purely in that are purely digital, works great. If you're saying, I'm going to represent some…”
Rampell: Rumors suggest Google DeepMind will solve the Navier-Stokes equation
“There's a rumor that the Navier-Stokes equation is going to be solved by DeepMind, which would be huge.”
Alex Rampell predicts ChatGPT purchasing execution will steal Google's search monetization
“If chat GPT gets, it gets that going, which I think is one of their top priorities, then like that's going to really steal the monetization engine bike. From Google.”
Rampell: Aggregating 10% of market supply captures 100% of consumer demand
“There's some quantum, and I would call it 10%, where if you get 10% of all of the supply, You get 100% of the demand.”
Rampell: Real estate agents do not know how to offer financial incentives
“Doing that for homes makes so much sense, but, like, the real estate agents are not, they just don't know what they're doing.”
Rampell: The $2.2T software industry was built on digitizing filing cabinets
“So my thesis is that almost every software company has basically taken a filing cabinet and turned it into a database, and this is where the 2.2 trillion dollars of market cap has come from, this is where the three hundred billion dollars in annual software re…”