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.

clear all ✕

why aren't all 79 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 2 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

Opinion
Schneider: Facebook Is the Best B2B Advertising Channel Currently Available
“Facebook has turned into the best B to B ads channel. And that exists right now.”
Cody Schneider Jul 27, 2026 ▶ 11:24 Marketing Agents Are Too Good Now
Opinion
Bier: Apple is the true monopoly, hurting small businesses via ad changes
“Yeah, it goes to show that the monopoly might not be Facebook. It might very well be Apple. The fact that they could just, you know, hobble a bunch of small businesses overnight with by hurting the performance of ads. And I think, you know, a lot of people say…”
Nikita Bier Feb 15, 2022 ▶ 21:09 Will Meta Bounce Back? (with Nikita Bier) | Where It Happens | Bonus Episode
Assertion Contradicted
Kerner: Facebook Marketplace APIs Allow Third-Party Apps to Be Built
“I've already looked into it. Don't tell me the API permissions don't allow for it because they do.”
Chris Koerner Jan 12, 2026 ▶ 3:58 Side Hustle King: 6 $60K/Mo Businesses Nobody's Doing
Assertion Not checkable as stated
Hudack: Meta has one of the largest permissioned training datasets globally
“Facebook has one of the largest permissioned training sets in the world.”
Mike Hudack Dec 18, 2024 ▶ 40:22 The framework for building AI startups from a product design genius
Opinion
Courtney: Meta ads are only dead for audiences under 35
“Meta ads are only dead for people under 35. So meta ads work really, really well for us better than anything else for over people over 40.”
Jonathan Courtney Sep 16, 2024 ▶ 15:54 How to build a million dollar sales funnel using Facebook Ads
Assertion Not checkable as stated
Zuckerberg launched Facebook's Like button after dinners with Kevin Rose
“Facebook introduced the like button about a year later, I'd had multiple dinners with Zuckerberg talking about social voting and things like that.”
Kevin Rose Apr 12, 2024 ▶ 3:29 Watch this if you want free $1m-$100m business ideas (with Kevin Rose)
Assertion Partly supported
Ries: Facebook buried internal scientific research proving its products cause depression
“Facebook even commissioned the scientific research to find out if their product makes people depressed. And then they found out that it does. And they were like, oh, better bury that. Instead of take it seriously and do something about it.”
Eric Ries Dec 14, 2023 ▶ 31:30 The Biggest Startup Opportunities In 2024 | Eric Ries (The Lean Startup)
Prediction Not checkable as stated
Greathouse Fall: Personalized AI will make Google and Meta look like tinkertoys
“So when it has a personal relationship with the person who's running it, that's going to be the next big watershed moment. I think that's what's going to make like Google and Facebook look like tinker toys.”
Jackson Greathouse Fall Mar 23, 2023 ▶ 17:34 From Zero to 100,000: How Jackson Greathouse Mastered Twitter Growth
Assertion Partly supported
Lavingia: Over 90% of startup value comes from engineer-founded giants
“If you look at startups and you say, okay, 99% of the public value is basically, or 90 plus percent is basically in four or five companies. Right? If you get rid of, like, Google, Amazon, Meta, like, we haven't done shit as an industry, right? In terms of actu…”
Sahil Lavingia Jan 13, 2023 ▶ 27:02 Sahil Lavingia Gets Radically Honest
Prediction Not checkable as stated
Isenberg: Meta's heavily criticized metaverse investments will actually pay off long-term
“And I think that over the longterm, I actually think that a lot of these metaverse bets are going to play Play in the favor of meta.”
Greg Isenberg Jan 5, 2023 ▶ 18:58 Reflecting on a crazy 2022
Opinion
Pal: Zuckerberg knows Meta must change to survive Web3
“Mark Zuckerberg is not stupid. He completely understands what is going on in web three and why they have to change as a business. You know, knowing many people at Meta, they get it because they won't exist otherwise.”
Raoul Pal Aug 18, 2022 ▶ 1:03:19 Investor Psychology & Trading on the Future With Raoul Pal
Insight
Ball: Build Compelling Social Products First, Not Consumer Computing Platforms
“We have this ongoing lesson that trying to build the next big platform in computing, especially on the consumer side, less so on the enterprise side, you shouldn't seek to do it. And by that, I mean, there's this classic example of we've always known that a qu…”
Matthew Ball Jul 14, 2022 ▶ 54:33 The Metaverse & How It Will Change the World with Matthew Ball
Insight
Mullenweg: Competing for SF Talent Was Fishing in a Small Pond
“Like I'm a big believer in in-person and physical space. A big part of automatic culture is actually meetups where we would bring either the whole company or teams together a few times a year. But it just felt like the best, most talent in the world was not in…”
Matt Mullenweg Mar 24, 2022 ▶ 36:45 How to Engineer Serendipity | Matt Mullenweg, Automattic
Insight
Content Creators Have a Shelf Life of 5 to 6 Years
“You have a shelf life that either the market dictates or your mental health dictates, which is basically like say five, six years, you know, even the algorithm on Facebook and YouTube does not like you forever, right? At some point, the algorithm's best intere…”
Nuseir Yassin (Nas Daily) Feb 22, 2022 ▶ 49:41 Personality-Market Fit | Nuseir Yassin, Nas Daily
Insight
Bier: Big tech companies exist for founder egos, not profit
“Companies exist for like big tech companies exist for the egos of the founders. And at the end of the day, he just wants to be liked. He just wants to build something that helps people.”
Nikita Bier Feb 15, 2022 ▶ 23:54 Will Meta Bounce Back? (with Nikita Bier) | Where It Happens | Bonus Episode
Opinion
Bier: Meta has the world's best misinformation systems
“They have some of the best integrity systems, the best Spam the best misinformation detection systems out of any, probably any company in the world.”
Nikita Bier Feb 15, 2022 ▶ 18:02 Will Meta Bounce Back? (with Nikita Bier) | Where It Happens | Bonus Episode
Insight
Bier: Big tech takes over two years to clone startups
“After being on the inside, it takes about a year of collecting data for them to even think about building something like this or building something they see happening in the market. And then it takes three months of like a framing process where you do research…”
Nikita Bier Feb 15, 2022 ▶ 15:38 Will Meta Bounce Back? (with Nikita Bier) | Where It Happens | Bonus Episode
Prediction Not checkable as stated
Bier: FTC will block Meta from acquiring competitors to fix growth
“The regulators the FTC they won't re they won't sign off on any sort of large acquisition of a user base. So They're losing users from an engagement from these two other competitors. And at the same time, they can't really buy their way out of it like they did…”
Nikita Bier Feb 15, 2022 ▶ 13:04 Will Meta Bounce Back? (with Nikita Bier) | Where It Happens | Bonus Episode
Prediction Not checkable as stated
Belsky predicts 3D creation will democratize and go mainstream like mobile photography
“Same exact thing's gonna happen for three D. I'm like wholly convinced that that's the case.”
Scott Belsky Jan 11, 2022 ▶ 1:04:13 Forecasting the Future of Tech with Scott Belsky | Where It Happens
Insight
Schneider: Meta's Andromeda Eliminates the Need for Interest-Based Ad Targeting
“So on the Facebook ad side, so for targeting on Facebook anymore after Andromeda, you don't do interest-based targeting. Historically, how I would probably do this is I would actually go and I would target people who have a WordPress interest on Facebook ads. …”
Cody Schneider Jul 27, 2026 ▶ 10:15 Marketing Agents Are Too Good Now
Prediction Not checkable as stated
Isenberg: Niche agent-first action apps will be acquired like Instagram was
“Like I think someone can go and create a studio that just focuses on action apps. And I think those, you know, assuming they're picking the right niche, assuming it's a real pain point, assuming the customer has willingness to spend on that pain point. There's…”
Greg Isenberg May 18, 2026 ▶ 13:09 9 biggest startup ideas right now (AI, B2C, mobile etc)
Disclosure
Schneider is building autonomous agents for end-to-end ad creation and optimization
“Where I'm seeing this head personally is like, I'm going to build these tools. That an agent is going to have, and then it's going to be able to run this process in the background where it's basically has the ability to make new creative. It can publish that c…”
Cody Schneider Mar 2, 2026 ▶ 23:33 Claude Code & MCPs built my $145K marketing machine
Insight
Isenberg: Big tech ignores startup ideas until they reach millions of users
“Someone like Facebook is only copying your idea once it hits millions or hundreds of millions of users.”
Greg Isenberg Jan 12, 2026 ▶ 16:16 Side Hustle King: 6 $60K/Mo Businesses Nobody's Doing
Insight
Schneider: Facebook ad algorithm makes creative quality the only differentiator
“Facebook has gotten so good at understanding the person that's most likely to sign up for this thing that you're trying to promote. All that matters is you make good creative now”
Cody Schneider Aug 30, 2025 ▶ 44:07 Using Google Ads, Heygen AI, Perplexity to make you $$$
Opinion
Hudack: Targeted Facebook ads no longer work well for acquiring early adopters
“I think that there was probably a golden age in which the answer would have been like, You know, target exactly the right message at exactly the right people on Facebook. Find the, like, 3400 people who are your early adopters and just, like, get it in front o…”
Mike Hudack Dec 18, 2024 ▶ 29:16 The framework for building AI startups from a product design genius
Opinion
Hudack: Meta's open-source strategy smartly commoditizes competitors' closed AI models
“I think that the strategy that they have right now of like open sourcing a bunch of models, you know, makes a ton of sense. It's like the right strategic move. If you're in their position you're kind of like salting the earth in a pretty meaningful way, you kn…”
Mike Hudack Dec 18, 2024 ▶ 39:50 The framework for building AI startups from a product design genius
Insight
Coogan: Stolen AI Model Weights Are Far More Usable Than Web Codebases
“If you stole the code base to Facebook, And you were like, okay, I have all the code to Facebook. I'm going to launch Facebook to.com. Well, you don't have any of the users. People aren't going to your website. It's not valuable, but with the large language mo…”
John Coogan Nov 11, 2024 ▶ 4:28 John Coogan (TBPN) gives you $1B BIG startup ideas
Insight
Courtney: Copying Silicon Valley's Anti-Ad Status Games Hurts Small Businesses
“We take a lot of the Silicon Valley status symbols and try to apply these status symbols to small businesses. I think this is what Jason Fried is good at kind of cutting out and getting through the bullshit. A lot of these status symbols, like not running ads,…”
Jonathan Courtney Sep 16, 2024 ▶ 18:41 How to build a million dollar sales funnel using Facebook Ads
Insight
Pujji: Use bad creative initially to train the Facebook pixel's core audience.
“Part of it is you almost want bad creative upfront because you want Facebook's algorithm to get a better and better signal on who your audience is. And if you give them too much good creative, like, you know, if I show you a pretty girl with dancing around or …”
Jesse Pujji Jul 15, 2024 ▶ 31:51 5 startup ideas targeting profitable niches
Opinion
Jordan Mix: Nextdoor is terrible, gossipy, and fear-mongering
“Next door is terrible. There's a bunch of Karen's on there. It's become Facebook. It's just gossipy and really just like fear mongering.”
Jordan Mix Dec 21, 2023 ▶ 55:04 Steal These 6 Startup Ideas For 2024 | Theo Tabah & Jordan Mix
Prediction Not checkable as stated
Rogenmoser: Meta could wait five years on the metaverse and remain first
“I just think it's early and you've got this thing in front of you. That's so clearly here that I think you could, they could still be the first by a long shot to the metaverse by waiting five more years.”
Dave Rogenmoser Mar 30, 2023 ▶ 43:54 Master the Art of AI-first Products with Dave Rogenmoser's Winning Formula
Opinion
MacLean: Facebook Is Only Dead for Specific Demographics
“Facebook is nowhere near dead, but it is dead for a specific demographic of people.”
April MacLean Feb 27, 2023 ▶ 14:48 3 Community-Based Products Doing It Right with April MacLean
Opinion
Lavingia: Zuckerberg won because he could code, not from superior engineering
“Zuck didn't win because he was the best engineer on planet earth. It's because he really wanted to build stuff. I don't even think Facebook was his idea, right? Like, but he won. Why did he win? Like, you know cause he was the one who knew how to code.”
Sahil Lavingia Jan 13, 2023 ▶ 44:49 Sahil Lavingia Gets Radically Honest
Assertion Not checkable as stated
Mark Zuckerberg started Facebook to meet women, not for billions, says Kagan
“Like Mark didn't start Facebook. I'm going to be a billionaire. It's like, ah, let me see if I can meet some chicks online. If we're honest. Right. And I worked for him. So I know that stuff.”
Noah Kagan Jul 7, 2022 ▶ 23:59 Bootstrapping Through A Bear Market with Noah Kagan
Insight
Katayev: Advertising Arbitrage Windows Shrank from Six Years to Under One Year
“The windows of opportunities are starting to get shorter and shorter. So like you're talking about 2002 1006, well, it's affiliate market or really search. Like I look at it more on the search side, right? That's the, I have like a six, nice six year window. B…”
Val Katayev May 26, 2022 ▶ 25:08 $30M by Age 19 — And Where You Should Build Today
Opinion
Isenberg: Yuga buying CryptoPunks is NFTs' Google-YouTube moment
“This is going to, you know, go down as like the Google, you know, buying YouTube moment or the Facebook buying Instagram moment. You know, it's just going to be such a pivotal time in NFT history.”
Greg Isenberg Mar 31, 2022 ▶ 22:42 The Future of Gaming | Ryan Wyatt, Polygon Studios
Insight
Bier: Big tech companies rarely build breakout zero-to-one products
“Many, most of big tech has not ever built in house zero to one products that have had that have broken out. I like the iPhone. It was truly like a historical example that that happened. But I think if you look across all of big tech, you rarely see that happen…”
Nikita Bier Feb 15, 2022 ▶ 12:06 Will Meta Bounce Back? (with Nikita Bier) | Where It Happens | Bonus Episode
Opinion
Bier: Meta stock is a strong value buy at 16x PE
“I think they have a shit ton of, bottom line is they have a shit ton of talent for that PE ratio. I think it's a very good value buy right now”
Nikita Bier Feb 15, 2022 ▶ 25:46 Will Meta Bounce Back? (with Nikita Bier) | Where It Happens | Bonus Episode
Prediction Held up
Isenberg: Meta stock will outperform over the next one to three years
“And I feel like, I don't know, a year, two, three years from now, like, I feel like they're gonna ship some stuff, and some of it's gonna work. So I'm a, I think I think the stock will outperform. That's what I think.”
Greg Isenberg Feb 15, 2022 ▶ 29:13 Will Meta Bounce Back? (with Nikita Bier) | Where It Happens | Bonus Episode
Assertion Supported
Schneider: Meta's Andromeda Analyzes Multimodal Creative and Landing Pages
“So Andromeda is Facebook's new like ad algorithm, right? It basically, it decides what ads get shown to what people and how it functions is the AI is basically looking at the ad creative. And it's understanding, okay, like what is in this static ad? What is th…”
Cody Schneider Jul 27, 2026 ▶ 10:46 Marketing Agents Are Too Good Now
Assertion Not checkable as stated
Schneider: Facebook account bans stem from API read spam, not agents
“The agent is not the reason it got banned. All right. The reason it got banned is because they violated TOS and they spam the API because they were trying to pull in like, you know, hundreds of millions of rows of data from their Facebook ads account. And that…”
Cody Schneider Jul 27, 2026 ▶ 18:01 Marketing Agents Are Too Good Now
Opinion
Isenberg: Senior Brain-Training App Could Generate $5M to $15M ARR
“If you can actually build that, like I could see how you, this could be a five, 10, fifteen million dollar ARR business on top of it, right? You start with Instagram reels and you probably focus on Facebook. Like the seniors are on Facebook.”
Greg Isenberg Apr 18, 2026 ▶ 10:09 Claude Design: Full Walkthrough. I'm blown away.
Insight
Isenberg: 'Share this win' CTAs convert significantly better than generic share buttons
“I didn't tell it to say share this win, but I know as someone who's built social products that millions of people have used, That if you say share this win versus share this on Facebook, share this win is going to convert a lot more. And what does that mean ta…”
Greg Isenberg Apr 18, 2026 ▶ 39:44 Claude Design: Full Walkthrough. I'm blown away.
Insight
Thompson: Test Meta Ad Campaigns at Product Price or $50 Minimum
“I generally like minimum 50 bucks a day, but like if your product is more than 50 bucks a day, I would just, whatever your product is priced at, if you know you can get one purchase off of that ad spend to break even, it's like where I would start.”
Samuel Thompson Jan 16, 2026 ▶ 38:17 I Spent $289 So AI Could Build My Business
Assertion Not checkable as stated
Thompson: An Amazon seller made $30M selling hummingbird nectar without ads
“There's a guy on Amazon that's done thirty million dollars selling sugar as hummingbird nectar on over the last 10 years. And his branding is like atrocious, has never ran a Facebook ad in his life.”
Samuel Thompson Jan 16, 2026 ▶ 13:19 I Spent $289 So AI Could Build My Business
Insight
Thompson: 3% to 5% Meta conversion rate is a strong benchmark
“I would say if you're sitting between like three and five on something like this, you're in like a reasonably good space.”
Samuel Thompson Jan 16, 2026 ▶ 24:25 I Spent $289 So AI Could Build My Business
Assertion Partly supported
Schneider: Average Facebook CPM is around six dollars
“The average CPM on Facebook is about six dollars, depending on which category you're in.”
Cody Schneider Sep 17, 2025 ▶ 10:04 Apps make $50K/mo like THIS (I shouldn't share this)
Assertion Partly supported
Schneider: Wish hit a billion-dollar valuation in 18 months via cheap Facebook ads
“Wish.com became a billion dollar company in like 18 months with Facebook ads in the early days. And the reason is you could get, like, one cent link clicks on Facebook ads, and there was nobody else running ads to, like, cheap shit that was being basically imp…”
Cody Schneider Sep 15, 2025 ▶ 15:45 What Vibe Coders Wish They Knew Sooner
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