The alpha, twice a week
That was 3 min.
Get the best new moments in your inbox every Wednesday and Saturday. It's free.
Check your inbox
We sent a link to your address. Click it to finish signing up. Not there in a minute? Look in spam.
or
All-In · 3 min · Jun 2, 2026
OpenAI sees chat intent and memory as a basis for ads
Sarah Friar says ads must not influence model results and that OpenAI will keep an ad-free tier.
In this episode
Full analysis- 8:27Compute shortages reach beyond chips and power6 min
- 15:57Falling compute costs can improve customer economics7 min
- 0:46OpenAI sees an IPO as a funding option, not a finish line2 min
- 3:20OpenAI says one model across products compounds its advantage4 min
- 22:33OpenAI uses cloud partners to shift compute spending toward opex3 min
- 25:45OpenAI argues agent memory keeps models close to customers3 min
- 29:09OpenAI sees chat intent and memory as a basis for ads3 min
“So imagine putting memory and context next to intent. You should have a very potent ad platform”
Sarah Friarat 30:50 · All-InTakeaways
- OpenAI says sponsored content should not change model results.
- Friar says users will have an ad-free tier.
- She sees chat intent and memory as valuable ad-targeting signals.
About this segment
Sarah Friar says ads must not influence model results and that OpenAI will keep an ad-free tier. She argues that conversational intent combined with memory could make a potent ad platform.
Sarah Friar is CFO of OpenAI.
Leads OpenAI's finance as CFO; previously oversaw Square's 2015 IPO and helped take Nextdoor public as CEO.

Chamath Palihapitiya, Host · Founder & CEO, Social Capital
Led Facebook's growth team; his firm backed Slack and AI chipmaker Groq.

Jason Calacanis, Host · Founder & CEO, LAUNCH
Early Uber angel; sold Weblogs Inc. to AOL; hosts This Week in Startups.

David Sacks, Host · Co-founder & partner, Craft Ventures
PayPal's first COO, founded Yammer; White House AI & crypto czar 2025–26.

David Friedberg, Host · CEO, Ohalo
Founded The Climate Corporation, sold to Monsanto for about $1.1B in 2013.
From “OpenAI CFO Sarah Friar: IPO, AI Rivalries, New Device, and Spending $100B+ on Compute”, Jun 2, 2026. Watch the full episode
Answers “How does OpenAI make money, and is it profitable?” See all 9 answers
Thanks. We'll look at and fix what's off.
Transcript
Transcribed by machine (Whisper) from the episode’s audio, so a word may be off here and there.
- 29:12
Three greatest consumer businesses of our lifetime. iPhone, Meta, Advertising Network, and Google's Advertising Network. Two of those three are ad-based, and even Apple has a sprinkling of ad ads. I haven't heard you talk about ads much. People tell me they're seeing some ads in the experiment, in the free version. What is your commitment to the ad version? You guys got a little trolled by Anthropik during the Super Bowl.
- 29:37
Oh, you're going to have ads. But is ads the solution to making this free for the world? Yeah. So first of all, on the ad front, we want to stick by our principles. We want to make sure that you know you're always getting the best result based on the model, not by something that was sponsored. So that has to hold true. And I think the second thing is that we'll always provide a free, a tier, sorry, an ad-free tier for people that just don't want ads.
- 30:02
But with that said, if you took, Fiji says this really well, if Google and Meta had a baby, it would be ChatGPT. Because what you have in Google search, and by the way, we know we have at least 11% of the search market. It's a lot more because, actually, when you do a Google search and the page refreshes, that counts as one. In ChatGPT, when you do a whole conversation where you might ask 50 questions, that also counts as one.
- 30:29
So, in reality, we have a much higher portion, very high intent. That is great for advertisers because I'm effectively telling you what I'm doing, right? I want really cool shoes to sit on the stage. I'm telling you what I want to go buy. In Meta's case, right, they use this, like, people like you sort of intent. so they have the demographic. We have more than that because we have memory, right? I just told you, it knows who I am.
- 30:52
So imagine putting memory and context next to intent. You should have a very potent ad platform, which gives you an ability to offer up massive access to the world writ large, because now you can pay for it. And I think back to a question you asked, Freeberg, if you look at the revenue per token right now, if I was optimizing only for today, I would give every token to the API, every token to the API, order of magnitude more than to the consumer. However, I told you we're playing our own game. We have a strategy where we believe there's an AI infrastructure layer, a utility like electricity, and in a future state, you'll want to be able to serve the world writ large. Consumers, small businesses, large enterprises, governments. That's our strategy. Ladies and gentlemen, the CFO of OpenAI, Sarah Friar.
- 31:42
Well done. Fabulous.