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.

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why aren't all 173 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

Assertion Partly supported
London: Gusto's YC Demo Day pitch mapped expansion beyond payroll
“The last slide was all about that. It was about, hey, we're starting from payroll. The next step is benefits and HR. And from there, it's going to be a full what we call their people platform. So everything, you know, to help you start building, grow your busi…”
Tomer London Jul 1, 2025 ▶ 21:47 How Gusto built a $9.5 billion company by identifying a burning problem
Assertion Supported
London: Early payroll software separated paying workers from tax filings
“Most payroll services back then actually split that job to two different things. There's one which is paying your employees, and there's two is paying your taxes. There was two different workflows, two different situations. Some companies just did one and not …”
Tomer London Jul 1, 2025 ▶ 39:07 How Gusto built a $9.5 billion company by identifying a burning problem
Assertion Supported
London: About 500,000 new employers are created annually in the US
“There's half a million new employers coming in to the US every year.”
Tomer London Jul 1, 2025 ▶ 47:23 How Gusto built a $9.5 billion company by identifying a burning problem
Assertion Supported
Kao: Completion rates for asynchronous video courses were only 3% to 6%
“I started digging into the completion rates of video courses and realized that they were abysmally low. I think three to six percent is completion rate.”
Wes Kao May 22, 2025 ▶ 50:26 How Wes Kao coaches founders to influence, lead, and get what they want | (Co-founder of Maven)
Assertion Supported
Song: Clay iterated for over six years before finding product-market fit
“Clay, I mean, right before we were talking, like they didn't start off with the product they have now. And unlike for many other startups, they went through constant iteration, a lot of discovery before they finally like just overnight found like the fit and i…”
Rick Song May 8, 2025 ▶ 1:09:16 From reluctant founder to $2B valuation: The story of Persona | Rick Song (Co-founder and CEO)
Assertion Partly supported
Abraham: Reducto co-founders won Anthropic's hackathon when Claude launched
“We did Anthropics hackathon when they first released Claude. Won that hackathon together and just even putting aside the projects, just really enjoyed working with each other.”
Adit Abraham Apr 29, 2025 ▶ 2:49 How a weekend hack became a multimillion-dollar AI startup | Adit Abraham (CEO at Reducto)
Assertion Partly supported
1Password transitioned from a $75 upfront license to $2.99 monthly subscriptions
“You think of our individual, we make two 99 a month on the individual. We used to sell the app for 75 bucks. Like, if anything, we're probably making less on it, but that's consistent, right?”
Jeff Shiner Apr 24, 2025 ▶ 16:13 1Password’s growth story | How they went from bootstrapped to $6B company | Jeff Shiner (CEO)
Assertion Supported
1Password rapidly scaled its headcount from 176 in 2019 to 1,400
“So growing, we had grown from like a 176 people. I want to say we had at the end of 2019 to, you know, now the 1400”
Jeff Shiner Apr 24, 2025 ▶ 52:44 1Password’s growth story | How they went from bootstrapped to $6B company | Jeff Shiner (CEO)
Assertion Supported
De Milliano: Will Gaybrick had no operating experience when Stripe hired him as CFO
“Yeah, he was an investor and, you know, incredibly impressive background, but, like, no operating experience, really.”
Eeke de Milliano Mar 6, 2025 ▶ 19:32 What makes (or breaks) executive hires | A deep dive with Eeke de Milliano (Stripe)
Assertion Contradicted
Busque: Under 2% of US taxpayers contribute annually to an IRA
“Most people, less than two percent actually contribute to an IRA annually from all the taxpayers in the United States.”
Kevin Busque Feb 20, 2025 ▶ 1:09:33 Inside Guideline's mission to modernize 401(k)s | Kevin Busque (Co-founder and CEO)
Assertion Supported
Busque: 76% of US investors first learn to invest via 401(k)s
“I think the stat is 76% of all investors in the United States first learn to invest in their for one K”
Kevin Busque Feb 20, 2025 ▶ 48:24 Inside Guideline's mission to modernize 401(k)s | Kevin Busque (Co-founder and CEO)
Assertion Supported
Busque: 16 US states now mandate employer retirement benefits
“There's 16 different states that has a required benefit, required benefits. So you have to have some level of retirement benefit.”
Kevin Busque Feb 20, 2025 ▶ 1:02:56 Inside Guideline's mission to modernize 401(k)s | Kevin Busque (Co-founder and CEO)
Assertion Supported
Busque: 401(k)s are the second most requested employee benefit after healthcare
“And for one K is one of those sleepy industries that you don't realize, but it's the second most requested benefit next to healthcare.”
Kevin Busque Feb 20, 2025 ▶ 1:17:57 Inside Guideline's mission to modernize 401(k)s | Kevin Busque (Co-founder and CEO)
Assertion Supported
Busque: Felicis passed on Guideline's seed but later led its Series B
“Actually, I didn't send from Felicis, who's one of our series B, he passed on my seed. And this is the feedback. So you guys, like when you pass and you do give the feedback, it's really important. So I didn't was like, you're biting off too much. You need to …”
Kevin Busque Feb 20, 2025 ▶ 1:22:23 Inside Guideline's mission to modernize 401(k)s | Kevin Busque (Co-founder and CEO)
Assertion Supported
Magnuson: Braze launched as a cross-channel platform, avoiding single-channel silos
“Unlike a lot of companies that are built to just be, oh, we're going to be a push notification service, or we're going to do email marketing. Like they all start on a single channel. We were just trying to solve a business problem. And so we knew that we neede…”
Bill Magnuson Feb 6, 2025 ▶ 22:39 Inside Braze’s blitz to $500M in CARR | Building broad, going global, and outfoxing the competition
Assertion Partly supported
Anand: Clay has 50 community clubs globally
“We have, you know, 50 different clay clubs hosting community events all around the world from Bangalore to Sydney to Toronto.”
Varun Anand Jan 23, 2025 ▶ 21:01 Clay's unconventional path to $1.25B: Rethinking GTM, pricing, and enterprise sales | Varun Anand
Assertion Supported
Handy: Redshift democratized $100K data appliances for $160 per month
“Before Amazon Redshift, in order to get access to that class of performance, you had to be a large enterprise because the only products that were sold with that type of performance were called data warehouse appliances, Netezza, Vertica, Teradata, et cetera. A…”
Tristan Handy Dec 19, 2024 ▶ 4:23 Building a $4B data platform: Inside dbt Labs' unconventional path | Tristan Handy (Founder & CEO)
Assertion Contradicted
Acxiom Paid One-Third of Its Market Cap for Unprofitable Startup LiveRamp
“Axiom paid a third of its market cap for a live ramp, a thirty million ARR company when Axiom probably had like, I don't remember, like probably eight hundred million in revenue at the time and high cash flow for this company that was like not profitable and h…”
Anneka Gupta Oct 10, 2024 ▶ 32:21 Shifting Career Altitudes: Insights from a CPO That's Led Nearly Every Function | Anneka Gupta
Assertion Contradicted
Muthukumar: About 10,000 developers completed Stripe's capture the flag challenge
“We launched a capture the flag tournament at Stripe and that's typically for, you know, InfoSec researchers and black hat type of areas of security research. And we did that at the payments domain, and we had no expectations of how many developers would partic…”
Krithika Muthukumar Aug 1, 2024 ▶ 10:53 Inside marketing at Stripe, OpenAI and Retool | Krithika Muthukumar (VP of Marketing at OpenAI)
Assertion Supported
Muthukumar: Stripe had no dedicated marketing hire before late 2013
“And I convinced them that they needed a marketer. They hadn't had a marketer until then and convinced them that they needed someone to think about marketing as a discipline full time. So I joined in, in late, 2013.”
Krithika Muthukumar Aug 1, 2024 ▶ 3:28 Inside marketing at Stripe, OpenAI and Retool | Krithika Muthukumar (VP of Marketing at OpenAI)
Assertion Supported
Schillace: Over one billion people use Google Docs today
“There's like more than a billion people use gdocs today.”
Sam Schillace Jun 6, 2024 ▶ 5:19 Developing technical taste: A guide for next-gen engineers | Sam Schillace (Microsoft, Google Docs)
Assertion Supported
Schillace: Microsoft cloud tools must preserve desktop compatibility, unlike Google Docs
“They're trying to keep the cloud very strongly competitive roundtrip, or very strongly compatible, you know, roundtrip compatible with the desktop. That's a design point Google does not care about, but Microsoft does care about.”
Sam Schillace Jun 6, 2024 ▶ 24:12 Developing technical taste: A guide for next-gen engineers | Sam Schillace (Microsoft, Google Docs)
Assertion Supported
Winters: Expedia and Booking make most revenue from hotels
“So you see with the Expedia's of the world, the bookings of the world, they actually make most of their money off hotels where there's a lot more variety and a lot more fragmentation.”
Casey Winters May 30, 2024 ▶ 3:02 How to build and scale winning marketplaces | Casey Winters (Eventbrite, Pinterest, Grubhub)
Assertion Supported
Winters: Tony Xu delivered DoorDash orders himself for the first year
“Tony at DoorDash was delivering the meals himself. For like the first year, right? Cause he didn't know how to acquire drivers yet. And he didn't want to work on that until he validated that there was a real product there.”
Casey Winters May 30, 2024 ▶ 16:42 How to build and scale winning marketplaces | Casey Winters (Eventbrite, Pinterest, Grubhub)
Assertion Supported
Winters: Grubhub raised only $80M before its IPO
“So you're a company Grubhub that's raised eighty million dollars before you go public.”
Casey Winters May 30, 2024 ▶ 27:25 How to build and scale winning marketplaces | Casey Winters (Eventbrite, Pinterest, Grubhub)
Assertion Supported
Winters: Uber Eats protected Uber from pandemic shocks that hit Lyft
“That made them a little bit less fragile to the pandemic because while, you know, rides shrank during the pandemic, food delivery demand went up and Lyft didn't really have that counterbalance only being focused on rides.”
Casey Winters May 30, 2024 ▶ 33:21 How to build and scale winning marketplaces | Casey Winters (Eventbrite, Pinterest, Grubhub)
Assertion Supported
Winters: No single restaurant accounts for over 5% of Grubhub sales
“It's not like there's any restaurant at Grubhub that makes up more than five percent of sales. So it's still reasonably fragmented.”
Casey Winters May 30, 2024 ▶ 50:10 How to build and scale winning marketplaces | Casey Winters (Eventbrite, Pinterest, Grubhub)
Assertion Supported
MacInnis: Rippling employs 2,800 people and maintains massive revenue growth
“Everything I do today in my job at Rippling, we're, you know, 2800 employees. We're still growing at, you know, a massive growth rate on a very large base of revenue.”
Matt MacInnis Apr 25, 2024 ▶ 12:03 How to be effective up and down the org chart | Matt MacInnis (Rippling, Inkling, Apple)
Assertion Contradicted
Amazon spent nine years experimenting before successfully adopting a marketplace model
“How long did Amazon spend trying to graft a marketplace onto Amazon? Nine years, I think, given their first efforts before it finally worked, but that wasn't an accident.”
Adam Nash Apr 4, 2024 ▶ 11:40 Building products that delight customers | Adam Nash (Daffy, Wealthfront, LinkedIn, eBay, Apple)
Assertion Supported
Over 80% of the S&P 500 has turned over in 30 years
“How much of the S&P 500 has turned over in the last 30 years? I think it's over 80%.”
Adam Nash Apr 4, 2024 ▶ 4:45 Building products that delight customers | Adam Nash (Daffy, Wealthfront, LinkedIn, eBay, Apple)
Assertion Supported
Sun Microsystems almost acquired Apple for roughly $2 billion in the 1990s
“Apple was almost bought by Sun and Sun balked at the price. I think it was like two billion, two point something too much.”
Adam Nash Apr 4, 2024 ▶ 5:18 Building products that delight customers | Adam Nash (Daffy, Wealthfront, LinkedIn, eBay, Apple)
Assertion Supported
Gong was founded to automate the manual review of recorded sales calls
“What they found out is if they were, they started like recording the sales conversations to understand what's going on. And if they listened to dozens of them, eventually they got lots of good cues. And at the time he was like, there's gotta be a more efficien…”
Eilon Reshef Mar 28, 2024 ▶ 3:34 A masterclass in founder conviction | Eilon Reshef (Co-founder and CPO at Gong)
Assertion Supported
Reshef: In 2015, Sales Tech Had Dozens of Tools Versus Hundreds in Martech
“I was looking at the marketing landscape and there was like dozens or hundreds, hundreds, literally hundreds of companies anywhere from campaign automation, whatnot, and sales really had dozens, which is not a lot. And my thought process at the time was sales.…”
Eilon Reshef Mar 28, 2024 ▶ 4:41 A masterclass in founder conviction | Eilon Reshef (Co-founder and CPO at Gong)
Assertion Partly supported
Masad: Glitch raised $30M seed and had 80 people vs Replit's 5
“Glitch at the time got, their seed round was thirty million dollars, and they hired, you know, right off the bat, tens of people that got like 80 people who were like four or five at the time or something like that.”
Amjad Masad Feb 15, 2024 ▶ 25:33 The secret lever Replit pulled to scale ahead of its competition | Amjad Masad (Co-founder and CEO)
Assertion Supported
Masad: Replit launched 'Explain Code' with OpenAI in 2021
“I think the first feature we launched in partnership with OpenAI was in twenty-twenty-one was explain code. And I think it was like one of the first coding applications of GPT that went into production.”
Amjad Masad Feb 15, 2024 ▶ 33:25 The secret lever Replit pulled to scale ahead of its competition | Amjad Masad (Co-founder and CEO)
Assertion Supported
Cieri: Square layered vertical solutions over its core POS to serve complex businesses
“At Square, what we did and what the company's still doing is, is came up with a vertical strategy where we had, okay, we've got our base square point of sale out of the box, you know, works for most industries with simple needs. And as you start to get more ad…”
Michael Cieri Feb 8, 2024 ▶ 7:52 Lessons from Gusto & Square on Finding Your Product Wedge | Michael Cieri
Assertion Supported
Cieri: Gusto serves over 300,000 small businesses evenly across industries
“So if you break down our customer set and we have north of 300,000 small businesses on Gusto now, And you look at them sort of by traditional industry segmentation, it's very evenly distributed across a lot of industries.”
Michael Cieri Feb 8, 2024 ▶ 14:58 Lessons from Gusto & Square on Finding Your Product Wedge | Michael Cieri
Assertion Supported
Parrish: Early Figma enterprise pricing was $540 per editor annually
“So for Figma pro it was 15 dollars a month. If you wanted to pay monthly, you could do it annual and that was 12 dollars a month for the year. And then our enterprise tier was 540 dollars for a design editor.”
Kyle Parrish Jan 11, 2024 ▶ 36:04 Inside Figma’s early days: How to build a world-class sales org | Kyle Parrish (VP of Sales)
Assertion Partly supported
Narkhede: Confluent was founded four years after Kafka was open-sourced
“So this conference started four years after Apache Kafka was open sourced and became successful and It was very much an organic decision.”
Neha Narkhede Dec 8, 2023 ▶ 5:16 Winning with open and closed source products | Neha Narkhede (Co-founder at Confluent and Oscilar)
Assertion Supported
Narkhede: Confluent Cloud is nearly larger than its on-premise software business
“And today, our cloud business is growing and is, you know, almost larger than the software business as well.”
Neha Narkhede Dec 8, 2023 ▶ 44:54 Winning with open and closed source products | Neha Narkhede (Co-founder at Confluent and Oscilar)
Assertion Supported
Bard evaluates generated responses sentence-by-sentence against the web
“We recently launched something that we call the V-two of our Google It button, which when you receive a response on on BARD, and it happens to be something that you want a factual answer around, we go sentence by sentence and find, is there content from around…”
Jack Krawczyk Nov 30, 2023 ▶ 52:28 The Bard blueprint | Creating value, shipping fast, and advancing AI | Jack Krawczyk (Google)
Assertion Supported
Stripe's core undocumented technical strategy was maintaining a Ruby monolith
“Undocumented strategies at Stripe was we use a Ruby monolith. And so everything was done in the Ruby programming language with a few minor exceptions.”
Will Larson Nov 16, 2023 ▶ 9:44 A masterclass in engineering leadership from Carta, Stripe, and Uber | Will Larson (CTO at Carta)
Assertion Partly supported
Germanidis: Runway shifted to video tools in 2020 with Green Screen
“Really the big shift towards video tools Happened with when we released a tool that was called Green Screen. And Green Screen is what's called in a video editing rotoscoping tool.”
Anastasis Germanidis Nov 9, 2023 ▶ 16:24 How goal-setting and planning is different for AI products | Anastasis Germanidis (Runway)
Assertion Contradicted
Cloudup's real-time tech became the foundation for WordPress 5's block editor
“They were really interested in the real time technologies for collaboration so that you could go to WordPress and like edit posts, what later became the foundation of their block based editor for WordPress five.”
Guillermo Rauch Nov 2, 2023 ▶ 10:19 How Vercel found extreme product-market fit by focusing on simplification | Guillermo Rauch (CEO)
Assertion Supported
Most of Rauch's original Next.js codebase has been deleted
“Most of my original Next.js code is deleted now.”
Guillermo Rauch Nov 2, 2023 ▶ 20:21 How Vercel found extreme product-market fit by focusing on simplification | Guillermo Rauch (CEO)
Assertion Supported
GitLab governs its pricing model via 11 published community promises
“We have promises. So we have 11 promises listed out there on what we will follow to make sure that we're continuing to serve the community that helped us get where we are today, but also understanding that we're a commercial product now, and then help them dif…”
Ashley Kramer Oct 26, 2023 ▶ 10:31 The business of growing and monetizing an open source product | Ashley Kramer (GitLab CMO/CSO)
Assertion Supported
Kramer: Going public forced GitLab to restrict financial metrics via SAFE framework
“We became a public company, and so we had to introduce something our legal team noted as a safe framework. Please don't ask me what it stands for. You can Google it because I don't remember, but it's basically understanding if this is financial information, it…”
Ashley Kramer Oct 26, 2023 ▶ 53:49 The business of growing and monetizing an open source product | Ashley Kramer (GitLab CMO/CSO)
Assertion Supported
Zima: Looker's original product was built via the command line
“The original product was literally a model that you had to build in the command line. It just was technically elegant for the exact problem that it was solving. And it really aligned well with the user that we were selling it to.”
Colin Zima Oct 12, 2023 ▶ 54:54 How to leverage intuition, customer support, and raw effort | Colin Zima (Omni & Looker)
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