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Lightcone · 3 min · Feb 21, 2025
Perplexity reviews query growth weekly and routes bugs directly
Perplexity reviews query growth in all-hands and tracks weekly and monthly changes. Aravind Srinivas says he raises bugs directly with owners so quality issues don't imply job risk.
Aravind Srinivas is cofounder and CEO of Perplexity.
Held research roles at OpenAI and Google DeepMind before co-founding the AI search engine Perplexity in 2022.
- DL
David Lieb, Host · General Partner, YC
About this segment
Perplexity reviews query growth in all-hands and tracks weekly and monthly changes. Aravind Srinivas says he raises bugs directly with owners so quality issues don't imply job risk.
From “How To Build The Future: Aravind Srinivas”, Feb 21, 2025. Watch the full episode
Thanks. We'll look at and fix what's off.
“nobody else feels threatened because i'm going and talking to that person”
Aravind Srinivasat 23:19 · Lightcone23:19Takeaways
- Review query growth weekly, not continuously on a wall.
- Route bugs to the engineer who owns the work.
- Set high product standards internally, where the team uses the product.
In this episode
Full episode- 10:32A simpler search system worked as language models improved3:11
- 27:18Search needs to help people complete the task, not just find answers3:44
- 19:00Treat ambiguity as a product problem, not a user failure2:13
- 3:43LLMs could improve search with query-specific filters2:59
- 6:33Perplexity's first product turned Twitter into a queryable database3:11
- 16:17Perplexity saw room after Bing Chat and Bard launched2:52
22:11Perplexity reviews query growth weekly and routes bugs directly2:45
- 31:02Google's ad economics could constrain its move into AI search3:21Up next
Transcript
Transcribed by machine (Whisper) from the episode’s audio, so a word may be off here and there.
- 22:16
So I presume your team has grown a bunch of money. How do you manage the team? How do you operate your team on a week to week or cycle to cycle basis with that, you know, number of queries per day is our primary metric. So every all hands, we start with that number. Okay. I don't believe in this, um, putting a TV and having a metric, you know, being seen every day, because I think that's also distracting, but I do think like it makes sense to take a look every week, see the weekly growth rates, um, see the monthly growth rates and like if something declined and discuss about it figure out ways to actually freak out if something declines like we do and something grows like look into why where so we are very data driven and we share it across the company actually i've been trying to share to the users too so that they feel like uh you know it's an
- 23:11
something that's actually happening right in front of their eyes and they want to be part of it there's a hierarchy like if if there's some bug to be fixed if i know some particular person's working on it i can go and talk to the person directly nobody else feels threatened because i'm going and talking to that person there is no feeling that because i'm raising a bug uh uh it's like oh they're going to be fired or something uh because i raised like 50 bugs a day so if you know like it's more like they understand okay this it's important for the product to feel uh great and if it doesn't feel good for ourselves then the user is also not going to feel that in fact we have way more incentive to go use our own product, but the user doesn't.
- 23:52
So the standards for the user should be even higher. So always feel like a user. I think that culture is there in the company. I love that. And did you intentionally select for that when you were hiring? Like people who are very product centric and in the details? I wouldn't say I explicitly have that as a criterion, but I look for people who cared about doing good work. If you don't care and you're just treating it as a job, then it's very hard for you to get excited about things.
- 24:18
And I think so much of it feeds off of the founders and like your culture, your DNA. And it sounds like you're that type of person that obsesses over the details. And you're just going to naturally want to hire people who share that trait. Yeah, I do get pissed off if answers are wrong, and I do get pissed off if people on Twitter are saying, like, perplexity is degrading or, like, you know, but a lot of the things, some things are actually not true.
- 24:41
But I do try to see, you know, leave aside the cynicism, even if it was someone who's, like, a hater. But if there was something true there, and I want to still know.