
Raman Malik: Inside Perplexity’s Growth Machine: What Worked, What Did Not Work | E1226
Raman Malik (guest), Harry Stebbings (host)
In this episode of The Twenty Minute VC, featuring Raman Malik and Harry Stebbings, Raman Malik: Inside Perplexity’s Growth Machine: What Worked, What Did Not Work | E1226 explores inside Perplexity’s Growth Engine: Retention, Partnerships, And Measured Bets Raman Malik, Head of Growth at Perplexity, explains how the company has scaled primarily through organic word-of-mouth, aggressive distribution partnerships, and a deep focus on retention over paid acquisition. He defines growth as a function that bridges product and marketing, owning the full funnel from acquisition to monetization, and stresses the power of micro-optimizations coupled with periodic big bets. Malik walks through how he diagnosed Perplexity’s core challenge as early retention, built milestone metrics like “three queries in first session,” and used audience and platform mix-shifts to raise the overall “water level” of active users. He also covers lessons from failed channels (influencers, newsletters), his philosophy on A/B testing, CAC:LTV timing, hiring for growth, and why he believes the application layer in AI will capture outsized value.
Inside Perplexity’s Growth Engine: Retention, Partnerships, And Measured Bets
Raman Malik, Head of Growth at Perplexity, explains how the company has scaled primarily through organic word-of-mouth, aggressive distribution partnerships, and a deep focus on retention over paid acquisition. He defines growth as a function that bridges product and marketing, owning the full funnel from acquisition to monetization, and stresses the power of micro-optimizations coupled with periodic big bets. Malik walks through how he diagnosed Perplexity’s core challenge as early retention, built milestone metrics like “three queries in first session,” and used audience and platform mix-shifts to raise the overall “water level” of active users. He also covers lessons from failed channels (influencers, newsletters), his philosophy on A/B testing, CAC:LTV timing, hiring for growth, and why he believes the application layer in AI will capture outsized value.
Key Takeaways
Treat growth as end-to-end ownership of the user funnel, not just acquisition.
Malik splits growth into growth product (engineering/design/data focused on acquisition, activation, retention, monetization) and growth marketing (channels, lifecycle, campaigns) that must operate as one cohesive unit around the same funnel metrics.
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Focus on early retention and milestone behaviors before scaling acquisition or monetization.
He first diagnosed Perplexity’s bottleneck as early activation/retention, defined “three queries in the first session” as a milestone metric, and pushed those numbers up ~10–15% before caring about CAC:LTV or heavily scaling paid channels.
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Micro-optimizations compound, but you still need periodic big, risky bets.
Small lifts in activation or retention (e. ...
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Organic word-of-mouth plus smart distribution partnerships can outperform paid ads.
Perplexity gets ~80% of users via organic word-of-mouth and bundles (e. ...
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Paid acquisition is often non-incremental and should be used sparingly and surgically.
Citing his Lyft experience—where turning off paid barely moved installs—he warns that paid often cannibalizes organic demand; he now uses it primarily for hard-to-reach audiences (e. ...
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Retention can be improved by shifting audience and platform mix, not just UX tweaks.
Malik intentionally targets higher-retention cohorts (e. ...
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Hire growth people for taste, initiative, and comfort with big swings, not checklists.
He prefers ex-founders and high-agency operators who can build their own onboarding, ask deep questions, reverse-engineer what ‘good’ looks like, and are willing to publicly own high-risk experiments—even when they fail.
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Notable Quotes
“You need someone to hear about your product three to seven times before they're gonna give it an honest trial.”
— Raman Malik
“Growth is not just about filling the top of the funnel. It’s about getting those users to become retained, develop into power users, and eventually monetize them.”
— Raman Malik
“If I can get a user, through Perplexity specifically, to three queries in that first session, well, now I know I'm really onto something.”
— Raman Malik
“Paid acquisition is a total drug. It makes everyone feel good because top-of-funnel numbers move up, but it’s most likely not going to be incremental.”
— Raman Malik
“Everyone in growth is looking for alpha. There’s no middle ground if you’re not first. Your only other option is to just be a lot better than everyone else.”
— Raman Malik
Questions Answered in This Episode
How can an early-stage startup practically identify its own ‘milestone metrics’ that correlate with long-term retention, without Perplexity-level data?
Raman Malik, Head of Growth at Perplexity, explains how the company has scaled primarily through organic word-of-mouth, aggressive distribution partnerships, and a deep focus on retention over paid acquisition. ...
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In a world where most channels feel saturated, what emerging or underused distribution channels does Malik believe offer the next real ‘alpha’ opportunities?
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How should a founder decide when to stop prioritizing retention improvements and start investing heavily in CAC:LTV optimization and paid growth?
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What specific frameworks or processes does Malik use to decide which big, risky bets to take each quarter, and which to kill?
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How can companies outside of AI or consumer search adapt Perplexity’s partnership and community-led growth playbook to their own verticals?
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Transcript Preview
We can go out and scream from the mountaintops about Perplexity, but it is a lot better when someone else is telling you to use it, or it is being bundled into an existing product of yours. You need someone to hear about your product three to seven times before they're gonna give it an honest trial. If I can get a user, through our Perplexity specifically, to three queries in that first session, well, now I know I'm really onto something. Everyone in growth is looking for alpha. There's no middle ground if you're not first. It literally just means your only other option is to just be a lot better than everyone else.
Ready to go? (upbeat music) Ramen, it is so lovely to finally do this. Thank you so much for joining me today.
Thank you for having me. This will be so much fun.
Dude, I wanna start with, you mentioned before you were brought up in Alabama. Like, how the fuck does a kid from Alabama-
(laughs)
... get to being head of growth at Perplexity? Like-
Oh, god.
... not obvious.
I, I have no clue. I have no clue. I had a great family that, that, uh, really pushed all of us to get out of Alabama to go do cool stuff and, you know, here I am in San Francisco working at a really, really fun company.
I love that. But you were in an MBA program, and a lot of people in MBA programs who wanna move into startups. You founded a startup. What happened there? What's your advice to others in MBA programs wanting to get into startups?
Yeah. MBAs have such an interesting reputation in tech. Most people just absolutely hate them. I personally, even though I left a year early in the MBA (laughs) , I had a great experience, right? Like, I got there. I came to tinker with ideas. I never took an interview. Started playing around with all my different ideas. You can get funding from the school, so it's essentially like a pre-pre-seed, and you're just tinkering full time. And investors start, conversations start flowing, and it became very clear, like, I'm gonna learn a lot more, I'm gonna have such a better experience if I just go full steam ahead on this idea, and, and that was it. I mean, it was, it was amazing.
Would you recommend MBAs to others?
I think MBAs make a lot of sense for people who are trying to break into a specific industry. Like, if you are trying to break into private equity, or you wanna be a PM at Amazon, or go into McKinsey, then MBAs have, like, your preset path, and you just follow your guidelines. You have a community to work with and prep for, and you'll hopefully get in. So it's a very, like, expensive bridge to breaking into one of those fields. But for, for many people, that's an incredibly valuable, valuable journey.
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