College Dropout Raised $20M Building AI Tools | Cluely, Roy Lee

Amazon banned him. Ivy Leagues kicked him out. And still, he went mega viral, built a $6M ARR AI startup, and raised $15M from a16z… all in a matter of weeks. In this episode, we sit down with Roy Lee, the founder of Cluely, the AI tool that helps users “cheat” during meetings, interviews, and sales calls - with an invisible overlay and real-time answers. He built a viral content machine that dominates timelines, sparks debates, and drives millions of views across X, TikTok, and Instagram, almost every week. If you’re building in a competitive market, struggling to stand out, or just want to learn how to blend controversy with growth, this one’s for you. 🎥 Timestamps: 21yo Worth $100M+ - 0:00 Harvard Kicked Me Out - 3:02 Tech Twitter Main Character - 4:26 Ad - AIPM Certification - 6:44 Controversial = Views Formula - 8:28 Stripper Commercial Brainstorms - 12:40 Liquid Glass Before Apple - 16:33 User Feedback Drives Product - 19:42 Sales Tech & Enterprise - 23:16 Cheating in Meetings - 27:14 Ad - AI Evals Course - 31:06 How to Fundraise Like Roy - 31:43 Brain Chips End Game - 33:18 Frat House Culture - 37:03 The Cluely Internship - 37:33 Are We Getting Dumber? - 40:57 Roy Going to Jail? - 43:03 Thanks for Watching - 44:53 ---- Podcast transcript: https://www.news.aakashg.com/p/roy-lee-podcast 💼 Check out our sponsors: 1. Product Faculty: Get $500 off the AI PM certification with code AAKASH25 - https://maven.com/product-faculty/ai-product-management-certification?promoCode=AAKASH25 2. Jira Product Discovery: Build What Matters To Business And Users - https://www.atlassian.com/software/jira/product-discovery 3. The AI Evals Course for PMs & Engineers: Get $800 off with this link. https://maven.com/parlance-labs/evals?promoCode=ag-product-growth 👀 Where to Find Roy X: https://x.com/im_roy_lee 👨‍💻 Where to find Aakash: Twitter: https://www.twitter.com/aakashg0 LinkedIn: https://www.linkedin.com/in/aagupta/ Instagram: https://www.instagram.com/aakashg0/ 🔑 Key Takeaways: 1. Don’t wait for permission. He got kicked out of two top schools and used that energy to build something the world couldn’t ignore. If the system doesn’t reward you, build outside it. 2. Design for real behavior, not rules. Interview Coder wasn’t legal or polite, it was effective. It gave users AI help without getting caught. Start with what people actually want. 3. Rethink how AI should show up. Stop building chatbots. Build experiences where AI quietly blends into the workflow. Think overlays, not windows. Think invisible, not interruptive. 4. Your product doesn’t need to sound safe. “Cheat on everything” wasn’t just a headline, it was a magnet for attention. Don’t fear being bold if it reflects what your product actually does. 5. You don’t need a pitch deck if the story tells itself. Cluely raised $15M without running a process. When the traction is undeniable and your product is everywhere, investors come to you. 6. Build virality into your operating system. Don’t “hope” something goes viral. Study what’s working. Run daily idea sessions. Create with the expectation that every post could hit 100M views. 7. Make your content pass two filters or kill it. Can anyone understand it instantly? Will people feel something strong enough to react? If not, it won’t break through. Keep it simple and emotional. 8. Ignore vanity metrics, chase visibility. Don’t waste time measuring click-through rates on content that won’t work next week. Stay focused on showing up everywhere your user lives. 9. You don’t need a big team to move fast. Cluely runs on 4 engineers. No designers. No PMs. Still they've $6M ARR. If you can ship fast and learn faster, you’re already ahead. 10. Build a product that feels inevitable. This isn’t just for sales teams. Cluely is betting on a world where AI support shows up before you even ask for it. Design for that future now. #cluely #ai #startup 🧠 About Product Growth: The world's largest podcast focused solely on product + growth, with over 175K listeners. Hosted by Aakash Gupta, who spent 16 years in PM, rising to VP of product, this 2x/ week show covers product and growth topics in depth. 🔔 Subscribe and like the video to support our content! And turn on the bell for notifications.

Aakash GuptahostRoy Leeguest

Jul 5, 202545mWatch on YouTube ↗

WHAT IT’S REALLY ABOUT

Cluely’s founder on viral growth, AI overlay UX, cheating debate.

Cluely was built in roughly 10 weeks and uses a “launch broad, go viral, then iterate from usage” approach driven by millions of daily requests and direct customer feedback.
Roy Lee argues virality on X/LinkedIn is engineered by making content highly digestible and “reactionable,” prioritizing controversy and fast iteration over attribution-heavy funnel optimization.
The product differentiates through an undetectable-feeling overlay UX plus technical plumbing (custom audio capture, screenshot-at-query, image compression) to deliver real-time assistance from models like GPT‑4.1.
Cluely is positioning itself as an application-layer winner with traditional SaaS margins, pursuing enterprise contracts (e.g., post-call summaries and coaching) while aiming for a consumer-majority revenue mix.
Lee frames AI “cheating” as an inevitable shift in what skills matter, and sketches ambitious end-states from AI-native CRM replacement to brain-computer interfaces.

IDEAS WORTH REMEMBERING

5 ideas

Extreme distribution can compress the time to credibility—even if the product is brand-new.

Lee claims Cluely feels “established” mainly because it dominates feeds, despite being ~10 weeks old; that attention pulls in users, investors, and hiring inbound faster than traditional GTM.

Treat virality as a product surface with its own iteration loop.

Cluely runs frequent brainstorming sessions to reverse-engineer what’s trending, generates many “100M-view potential” concepts, and accepts that winning formats expire quickly—so speed matters more than polishing one play.

On X/LinkedIn, “digestible + reactionable” beats “smart-sounding.”

Lee argues most tech content fails because it’s jargon-heavy; posts should be understandable to a mainstream audience and designed so quote-tweets/reposts naturally create debate or strong opinions.

A seamless overlay UX is a key moat for AI assistants—not prompts.

He downplays system prompts as fast-changing and eventually commoditized, while emphasizing the integrated translucent overlay as the real interface shift beyond chatbots.

Real-time assistants need pragmatic context handling, not “continuous video to the model.”

Instead of streaming long screen recordings, Cluely captures a screenshot at query-time and compresses it to manage token costs/latency, pairing it with captured system + mic audio.

WORDS WORTH SAVING

5 quotes

I think the single most defining character feature of me from, like, literally the second I gained consciousness was, um, provocative.

— Roy Lee

I need to channel this into, like, the biggest, boldest play ever, and that's, like, building a company, bro.

— Roy Lee

Meaning right now is a unique moment in human history where if you make a post or say something that deserves to be seen by millions, you will be seen by millions.

— Roy Lee

The models will get better. Like, literally, the model you use today is the worst of mo- is the worst model you will ever use for the rest of your life.

— Roy Lee

If I expect you to be a part of the cult religion of Cluely, then I should be rewarding you as if, if you are a valid contributing member of the cult.

— Roy Lee

Controversial positioning: “Cheat on Everything”Virality mechanics on X/LinkedInUGC engine and in-house content studioTranslucent overlay UX (“liquid glass” paradigm)Real-time context ingestion: system audio + screenModel/provider strategy (OpenAI now, multi-model later)Enterprise features: post-call summaries and coaching

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