Odd Lots
Odd Lots

Dmitry Shevelenko on Perplexity's Vision for Reshaping the Internet

The news business isn't a great one these days. At least for a lot of legacy outlets (newspapers, cable networks, print magazines etc.), the Internet has obliterated their business model. And now AI is coming along and there's a risk that it makes conditions even worse, because unlike in t

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Bloomberg HostDmitry Shevelenko Guest

Topics Discussed

Episode Summary

Executive Summary: Live at the Lazard Foursquare conference, Odd Lots interviewed Perplexity CBO Dmitry Shevelenko about AI’s impact on media, browsing, and finance. He argued AI should augment people, not replace them; defended Perplexity’s source-linked, accuracy-first approach; explained revenue from subscriptions and enterprise; and outlined Comet Plus as a new publisher-sharing model for AI-driven consumption.

Main Topics: AI as augmentation, not replacement (Priority: 5/5): Shevelenko repeatedly framed Perplexity as a tool that elevates human workers by automating drudgery while preserving judgment, curiosity, and creativity. He argued the valuable human role is asking the right questions and deciding what matters. Trust, transparency, and source attribution (Priority: 5/5): A core claim was that AI’s scarcest asset will be trust, not intelligence. Perplexity says it builds trust by showing sources, using multiple algorithmic signals, and allowing users to judge reliability themselves. The future of internet browsing and publishers (Priority: 5/5): The conversation centered on whether chatbots reduce the need for websites and what that means for publishers. Shevelenko argued editorial judgment still matters because questions originate with humans, and proposed Comet Plus as a revenue-sharing model for premium content. Competition with Google, Amazon, and OpenAI (Priority: 4/5): He positioned Perplexity as a neutral, user-aligned alternative to ad- and engagement-driven incumbents. He also argued browsers and shopping surfaces are strategic battlegrounds because AI agents can change how users search and buy. Business model and unit economics (Priority: 4/5): Perplexity said paid pro subscribers are profitable, enterprise demand is strong, and the biggest expense is inference compute. He contrasted this with large-model pretraining companies that spend heavily on frontier model development. AI fundraising, bubbles, and capital formation (Priority: 3/5): The discussion covered how AI fundraising has blurred traditional rounds and attracted unusually strong investor conviction. Shevelenko acknowledged froth in parts of the market but argued the core use case is durable and massive. Finance and knowledge work productivity (Priority: 3/5): On investment banking and financial services, he described AI as a productivity multiplier that speeds drafting, research, and prospecting without eliminating the need for human judgment. He also suggested Perplexity Finance could democratize access to premium financial intelligence.

Key Arguments: Human curiosity and asking questions remain uniquely human strengths; AI answers are useful, but humans supply the prompting, judgment, and editorial intuition. Trust will be the scarce resource in AI, so Perplexity emphasizes transparency by citing sources and letting users evaluate reliability. Search and browsing are shifting from link-clicking to answer generation; this threatens ad-driven web models and elevates the role of browser-level AI assistants. Perplexity is positioned as a neutral, user-aligned alternative because its revenue comes from subscriptions and enterprise customers rather than advertiser incentives. OpenAI and Google are seen as constrained by business models that optimize engagement or advertising, while Perplexity claims to optimize accuracy. Comet browser gives end users AI assistance directly on websites, including shopping contexts, which Perplexity says democratizes capabilities that wealthy users already have via personal shoppers. Perplexity does not rely on pretraining as a core business, so its biggest expense is inference rather than giant model-training payrolls. Comet Plus is intended to create a new economic pact with publishers by sharing revenue based on premium content usage, citations, and agent actions. AI can significantly improve productivity in banking and financial services by cutting time to first drafts and enabling more business development, but not by replacing judgment. The market for AI capital is likely overextended in some areas, but Shevelenko believes the underlying demand for better answers and knowledge tools is fundamental and durable.

Data Points: Perplexity Pro subscription price: $20/month - Standard paid tier mentioned as profitable Perplexity Max subscription price: $200/month - Higher tier for expensive reasoning models and higher limits Comet Plus price: $5/month - Premium content add-on bundled into Perplexity Pro Enterprise go-to-market team size: 5 people - Shevelenko cited a very small team driving enterprise growth Enterprise business growth: more than 8X this year - Described as rapid growth in enterprise sales Audience hand-raise on replacing Google: about 80% of the room - Used to illustrate early-adopter behavior among financial-services attendees Chrome bid amount: $35 billion - Perplexity’s starting bid for Chrome amid possible divestiture discussions Investor interest for Chrome bid: more than $35 billion - He said committed capital exceeded the bid size CNN podcast promo cadence: 5 times a day - Promotion for CNN’s Five Things podcast repeated in transcript CNN release times: 6 a.m., 9 a.m., noon, 3 p.m., 6 p.m. - Promo for Five Things podcast new episodes

Pivotal Quotes: "the thing that humans will always be uniquely exceptional at is asking questions" — Dmitry Shevelenko: Explaining why Perplexity does not make journalism obsolete "the thing that we believe that's going to be most scarce in the future is not intelligence, it's trust" — Dmitry Shevelenko: Discussing source attribution and transparency as AI differentiators "AI is not replacing American workers or flattening them into conformity, it's unleashing what makes each one irreplaceable" — Transcript ad copy: Palantir promotional segment framing AI as worker augmentation

Implications: The episode suggests AI will reshape media, browsing, and financial work around user-aligned assistants, source transparency, and new revenue-sharing models. Winners may be tools that build trust and reduce friction without collapsing publisher economics or human judgment.

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About Odd Lots

Bloomberg's Joe Weisenthal and Tracy Alloway analyze the weird patterns, the complex issues and the newest market crazes. Join the conversation every Tuesday and Thursday for interviews with the most interesting minds in finance, economics and markets.

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