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 20 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

Assertion Supported
Smith: Over 90% of ChatGPT users still use Google
“Similar web I have data showing that the overlap Basically everyone who uses ChatGPT uses Google. Nearly all of them. I think it's like 90, 90% plus or something. So people are not using it instead of search.”
Ethan Smith Nov 11, 2025 ▶ 18:42 #2285 AEO: How to make ChatGPT promote you
Opinion
Tan: ChatGPT is the most astonishing consumer product launch in history
“ChatGPT itself is actually the best and most astonishing consumer launch of any product in the history of products actually.”
Garry Tan Oct 17, 2025 ▶ 43:04 #2281 Garry Tan: Y Combinator Startups Growing 5X Faster – Here’s What Changed
Assertion Partly supported
Dolezal: GymBeam cut support team from 50 to 3 using Keboola and LLMs
“What they did, they had a 50, 50, 50 people team. With the support user support, like content support, and their biggest problem, like people give them reviews in 16 languages everywhere, right? One of their biggest issues was that people would, you know, actu…”
Pavel Dolezal Sep 3, 2025 ▶ 42:14 #2278 How to build a $15M/year AI company.
Assertion Supported
Singla: LinkedIn accounts for roughly 12% of all ChatGPT citations
“Just as an experiment, you'll see, LinkedIn gets cited almost on 12% of ChatGPT citations.”
Anirudh Singla Nov 17, 2025 ▶ 28:26 #2286 Pepper: AI + people = > $10 million
Prediction Not checkable as stated
Dan Shipper: Big opportunity will come from unbundling ChatGPT into purpose-built apps
“And I think there's something very similar happening and going to happen with AI is people have to use ChatGPT and like realize that this new sort of workflow is possible. And then there will be a big opportunity to unbundle those workflows into purpose-built …”
Dan Shipper Oct 30, 2025 ▶ 31:05 #2283 How Dan Shipper uses AI to build artisanal AI apps
Assertion Contradicted
Patel: HubSpot CMO says 13% of signups come from LLMs
“When I was speaking at Inbound, the HubSpot event, I was with Kip. And Kip is the CMO of HubSpot. He ended up talking about how roughly 13% of their signups come from these LLM platforms, ChatGPT, Perplexity, Gemini, et cetera.”
Neil Patel Oct 24, 2025 ▶ 11:23 #2282 Neil Patel’s insanely powerful AI sales machine
Insight
Cheney: Plan with Claude before coding in Replit to save expensive tokens
“A lot of people, they'll go directly to Replit and just say, I have an idea. I want to start building it. That's a great way to waste a lot of tokens that are more expensive, right? Go to chat GPT first, go to Claude, whatever you want, pick your LLM of choice…”
Jon Cheney Apr 23, 2026 ▶ 5:39 #2304 “I make $4.5 million implementing AI”
Assertion Not checkable as stated
Cheney: Franklin Covey reached out after discovering his firm via ChatGPT
“I had Franklin Covey reach out to me the other day, and they said, hey we'd love to work with you. We need, you know, we need some help on this stuff. I was like, awesome. How'd you find us? And they said, ChatGPT.”
Jon Cheney Apr 23, 2026 ▶ 23:37 #2304 “I make $4.5 million implementing AI”
Insight
Mohrer: Text summarization is the killer application of LLMs
“ChatGPT's, you know, the sort of like most amazing thing that it could do, in my view, was summarize things. So if you think about it, up until then, computers, and I've always loved them, The one thing they couldn't really do is summarize text, take a bunch o…”
Josh Mohrer Feb 3, 2026 ▶ 5:34 #2296 The $7 Million Vibe Coded App
Assertion Not checkable as stated
Matze: No Off-The-Shelf LLM Is Designed For Sales Conversations
“The main thing is there's no LLM, there's no chat GPT, there's no cloud that is specifically meant to respond for sales or human-like conversations.”
Evgeny Matze Jan 8, 2026 ▶ 15:49 #2292 AI Automation that makes cold calls
Insight
Foster: Top automators route queries across ChatGPT, Claude, and Gemini
“What I see the best automators do is they know ChatGPT is really good at this type of queries. Claude is really good at these types of queries. Gemini's really good at this type of stuff, and so they're using Zapier to say, hey, go route this request here, and…”
Wade Foster Dec 19, 2025 ▶ 41:20 #2289 Building companies using Zapier’s AI automations
Insight
Hastings outlines a 3-step playbook for AI automation startups
“I would say for anyone looking to use AI to start a company to displace what was traditionally done very manually by humans, first, see what they're doing really understand it then, two, do it yourself. As you bring on your first customers. So do the work your…”
Helen Hastings Dec 17, 2025 ▶ 35:52 #2288 She had people do AI’s work
Disclosure
Tossell: I now use CLI tools instead of ChatGPT web apps
“And actually I now use the CLI tool over using ChatWT or Claude on the web for almost anything.”
Ben Tossell Dec 8, 2025 ▶ 32:48 #2287 AI made a “no code” founder into a coder
Prediction Open · timeframe Nov 2030
Smith: ChatGPT Will Eventually Offer Prompt Search Volume Data Through Ads
“I don't anticipate they'll do that soon. I think that they'll eventually do that as they build out ads, but they don't give you that information.”
Ethan Smith Nov 11, 2025 ▶ 27:31 #2285 AEO: How to make ChatGPT promote you
Assertion Not checkable as stated
Patel: No Audience Members at HubSpot Talk Saw AI Increase Revenue
“When I asked how many of them are using AI or chat GPT, almost everyone raised their hands. When I asked how many of you guys are seeing an increase in revenue, literally no one raised their hand.”
Neil Patel Oct 24, 2025 ▶ 1:45 #2282 Neil Patel’s insanely powerful AI sales machine
Assertion Not checkable as stated
Tan: People are increasingly treating ChatGPT as a therapist or psychiatrist
“Apparently one of the biggest behavior changes in ChatGPT recently, for instance, is that people sort of treat ChatGPT as a counselor or as a psychiatrist or therapist.”
Garry Tan Oct 17, 2025 ▶ 43:26 #2281 Garry Tan: Y Combinator Startups Growing 5X Faster – Here’s What Changed
Insight
Shim: Basic transcription and summarization are commoditized table stakes
“It's very easy to build a basic model. So transcription, you can do open source. You can buy some stuff. You can drop it into chat GPT or Anthropic and get a summary against it. And those are good. And you'll see there's this kind of table stakes of you should…”
David Shim Sep 15, 2025 ▶ 1:50 #2280 Read.ai is adding 50k users per day
Disclosure
Santos: Dream Stories used ChatGPT, Stable Diffusion, and LoRAs for consistency
“We use a number of things. We, at the time we used the chat to PT. We used the stable diffusion. I forget the first model we used. We used to do it. We used LORAS, which was we still do in some regards but LORAS is something that, you know, that you literally …”
Ricardo Vice Santos Dec 29, 2025 ▶ 10:22 #2290 He’s building an AI media empire
Disclosure
Singla: Audits personal calendar with ChatGPT to eliminate time-sink meetings
“So I plugged in my calendar into ChildGPT and started audit and it, I told it to start auditing my calendar and starting to tell me which meetings are potentially time sinks or how can I re-architect my calendar to Make more sense.”
Anirudh Singla Nov 17, 2025 ▶ 34:41 #2286 Pepper: AI + people = > $10 million
Opinion
Shipper: ChatGPT excels at translating dense philosophical texts into plain English
“And I think Chad DBT does a really good job of translating, again, the different forms of English, translating from Kierkegaard's he calls it dialectical algebra, Kierkegaard's dialectical algebra to, like, normal, normal people speak, and that helps me get mu…”
Dan Shipper Oct 30, 2025 ▶ 16:55 #2283 How Dan Shipper uses AI to build artisanal AI apps
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