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 190 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 1 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
Stein: Google AI executes query fan-out with dozens of background searches
“When our AI constructs a response it's actually trying to, it does something called query fan out. Where the model uses Google search as a tool to find, to do other querying. So maybe you're asking about specific shoes. It'll add and append all of these other …”
Stein: Conversational AI search cannot fit within core search UI
“It's gonna be really hard to build all of that within the construct of the core search experience.”
Stein: Next year of AI products will set user habits for years
“I think people believe, and I certainly believe that the next year or so of product is going to kind of establish how people use the next wave of products from, for many years.”
Smith: Google intentionally tuned search algorithms to rank Reddit, Twitter, and Quora
“Google has specifically configured their search algorithm to rank Reddit and Twitter and Quora because they want user generated content. And if it wasn't good content, then they would change the algorithm and they wouldn't rank it.”
Kansal: Third- and fourth-place consumer players cannot compete without unique angles
“In consumer markets, if you are player number three or player number four, it's a little hard because the two top players are going to compete with each other so ferociously that it's, especially if they're scale players like Apple and Google, it's difficult f…”
Levine: Microsoft invested in Waze due to lacking proprietary navigation maps
“Microsoft decided that, wait a minute, we don't have our own maps, so let's invest in Waze. So we ended up getting investment from someone that we did not expect.”
B2B buyers search for simple terms rather than technical industry acronyms
“If you ask our product people and engineers, like, what is our, where does our product fall in terms of category? It would be like CNAP cloud native application protection. But if you go over and you, like, look at Google, like, people are not Googling that wo…”
Rachitsky: Major tech companies hire product managers, not product owners
“Google has no product owners as far as they know. Amazon, Microsoft, Netflix, like no company you, you've heard of that's a tech company has a product owner. They have, or they're all product managers. They're all product managers.”
Great companies require named, templated rituals known by an employee's first Friday
“Great companies have a small list of golden rituals, and they have three tests. And he quickly rattled them off. Number one, they're named. Number two, every employee knows them by their first Friday. And number three, they're templated. And he quickly gave hi…”
Martin: Google Labs moves fast by drafting specs, designs, and code simultaneously
“In labs, we have the environment to do it. We have the environment to move fast. We have far, far, far fewer processes, maybe even to a fault. Sometimes we'll go to meetings that are literally, you know, the product managers, the engineers, the designers all t…”
Komoroske: Teams should spend 70% of their bandwidth on legible work
“Typically what I would advise for PM's approach at Google was, 70% of my effort and my team's effort should go on things that everybody acknowledges are important and useful and create value. Maybe it's boring linear value, but some kind of value. You're tryin…”
Schwartz: Tinder Captured Search Intent for Loneliness Rather Than Dating
“They thought of themselves as a dating app, but it's a loneliness solution problem. The answer is a Google search.”
Schwartz: Google Has Not Solved the Monetization Conflict of AI Search
“So if you're going to show this AI answer on a search result, then you also can't have ads. You need to go all in on one of them. That was one issue, which they actually have not solved yet.”
Schwartz: Google Evaluates AI-Generated Content on Usefulness Rather Than Provenance
“And in their documentation, they say that AI itself is not the problem. It's the helpfulness, the usefulness of the content that would be a problem.”
Schwartz: 63% of Gen Z uses TikTok for search
“So in the Google verdict, I think Google's said this before, 63% of Gen Z uses TikTok to search.”
Davis: Optimizing for impression share is ego marketing over click share
“It's not about showing as often as possible, because that's what impression share tells you. And that's kind of like ego marketing. I want to be number one. I want to be there all the time. It's about showing to the right person as often as possible. Instead o…”
Davis: Competitors bidding on your brand terms is often accidental Google automation
“A lot of times competitors could be doing it on accident. And what I mean by accident is within Google, if you're bidding on keywords Google will do what's called a close variant.”
Davis: Ask ad platform reps for anonymized performance data against top competitors
“Every single platform has partners available... If you give me your, the five people you consider to be your top competitors, I will tell you if you are above or below a certain threshold. Now, they can't tell you CAC because they would have to have transparen…”
Davis: Test Google and Meta before advertising on LinkedIn
“I would not recommend getting into LinkedIn and my LinkedIn reps may kill me for this. I would not recommend getting into LinkedIn until you've tested Google and meta first.”
Lovinsky: Running 100-person experiments at Facebook and Google is impossible
“At places like Facebook and Google, it's like, it's hard to run an experiment with a hundred people. It's not hard. It's impossible, right?”
Bosworth: Meta's FAIR is the second most-cited AI research lab after Google
“People don't notice that FAIR, our AI research lab is are the second most cited research lab in AI behind Google.”
Schillace: Google executives wanted to kill Google Docs despite millions of users
“Like in the early days, like we had like, I don't know, a couple million users, five million users. And there were still executives at Google telling me that it was a stupid idea and that it should stop. And like, we shouldn't be doing it.”
Schillace: Google treated candidate controversy and single interview vetoes as positive signals
“I interviewed Dave Bezris. I interviewed him when he came in and I asked him that question and his response was, I don't do math next question. And so I failed him. I was the veto and they have this policy where we're friends now, like, They have this policy w…”
Google segregated the Google+ team in a restricted, keycard-access-only building
“Google had done a lot of things at the time that, that, that were the first for them. I don't know if they've done them since, but things like everyone worked in Google plus was sent to a different building that building a different key card. If you didn't wor…”
Scott: Relationships don't scale across organizations, but workplace culture does
“No matter how talented you are, relationships don't scale. But she did do those things for her direct reports and the people who she worked most closely with, all, all of us. And when a leader treats their team, the people who they interact with on a day to da…”
Adams: A good market requires people to care deeply about the problem
“To have a good market, you need a lot of people with the same problem, and they need to care a lot about it. Again, back to the Google social stuff, we found a lot of people With the same problem. They didn't really care. They didn't really care. Like, you kno…”
Adams: Google isolated the Google+ team in a separate restricted building
“Google had done a lot of things at the time that, that, that were the first for them. I don't know if they've done them since, but things like everyone worked in Google plus was sent to a different building, that building a different key card. If you didn't wo…”
Gilad: Opinion-based debates mean the most senior person always wins
“Because when you have the discussion, you come with your own opinions. Usually the most senior person's opinions will win. That's just the way it is.”
Udezue: Broad, high-frequency workflows are most profitable but hardest to enter
“Everyone Frequent workflows intuitively are the most profitable to work on, but also the hardest to get into because they're dominated by Microsoft and Google and very, very large companies.”
Berkowitz: Deel spends equal time on niche ad channels as Google and Meta
“Our paid ads team, they spend just as much time running Facebook and Google ads as they do running those third party, much smaller platform ads.”
Weiss: AI UI must match data quality rather than projecting false confidence
“The promise of the UI has to match the quality of that underlying data. Which is to say, and I think that's actually one of the failings of the various LMs right now is they all appear supremely confident, even when they're completely hallucinating.”
Luc Levesque: ChatGPT now accounts for half of my daily searches
“Chat CPT is now 50% of my daily searches and not Google.”
Google's search algorithm uses 200 signals but only 20-30 are public
“Google still has to crawl it. They run it through their analysis algorithm, which is comprised of 200 different signals of which maybe like 20 to 30 have been publicly disclosed.”
Google and Facebook automated most technical performance marketing levers over a decade
“So a lot of the levers, so to speak, around performance have been automated by Google and Facebook over the last, you know, seven to 10 years.”
Singleton: Stripe engineering interviews permit Google and Stack Overflow searches
“The other thing that all these loops have in common is nothing is a trick question. Like we try to put people into an environment, which is as close to doing the actual work together as we possibly can. So I mean, for engineers, for instance, we've got several…”
Miller: Web browsers are high-margin, cash-printing products with low marginal costs
“Browsers print cash. There is a reason why they're owned primarily by Google, Apple, Microsoft. They're incredibly high margin. They're incredibly lucrative, low marginal costs. The cost of revenue is incredibly low, et cetera.”
Egner: VaccinateCA provided the COVID-19 vaccine location data for Google Maps
“And we built an API. We were working directly with Google, and if you ever looked up, like, vaccine locations on Google Maps, that was us feeding that to them, which was really cool.”
Mehta: Short-term booking optimization undermined Tripadvisor's direct user retention
“The product teams were constantly optimizing for what's going to drive bookings in the moment. And so the thing that drives bookings from a visit to Google naturally moves a person down a transaction path and gets them to the booking and doesn't have them stop…”
Smith: Non-SEO Website Traffic Acts as a Domain Authority Signal
“Your non SEO traffic is actually an authority signal.”
Smith: In-body links carry far more SEO weight than footer and navigation links
“Footer links are not equal to body links. So links in the nav and in the footer are navigational links and they count, but they don't count as much. So Google will look at your page and separate out navigation, but body links count a lot.”
Smith: SERP overlap determines whether keywords should share a page
“You can basically put in five year plan template, five year plan examples, and you can look to see how much overlap of the results are there. So the, if the results are completely different for those two keywords, you should probably have two different pages, …”
Smith: Treat Google Statements and SEO Advice Only as Testable Hypotheses
“So Google is a source of hypotheses to test. Analyzing other sites, something that someone said, something that another SEO person said, these are all hypotheses, but ultimately you want to test them.”
Ethan Smith: Creating individual pages for every keyword variation no longer works
“You don't want a page for every single keyword. So when I started in SEO, you would have a category page for every single keyword. And so I was at a shopping site. We had ten million plus pages. So every single way that you could possibly search for a product …”
Ethan Smith: Product pages cannot rank for comparative category queries
“And so an example would be a best cameras. So you'll have a category page and a listicle page typically. So you could have one or one or the other, but you will need one of those. If you have a product page, you're not gonna rank.”
Ethan Smith: Video transcripts fail to rank for instructional queries against articles
“So for masterclass, you type in how to poach an egg and you see that all the results are articles with a recipe. That's a very clear correlation that if I want to rank, I need a page like this. So with masterclass is an interesting example. They have classes a…”
Smith: MasterClass outranked Food Network by closing topic content gaps
“And part of why Masterclass early on was able to outrank Food Network, who has way more, who had way more authority in, in food is because other companies had these gaps. They were not looking at all 400 keywords and they didn't talk about health benefits and …”