Tokenmaxxing is DEAD

Marketing School - Digital Marketing and Online Marketing Tips

Eric Siu and Neil Patel

Business, Careers, Marketing

4.6 • 1.4K Ratings

🗓️ 18 June 2026

⏱️ 27 minutes

🔗️ Recording | Apple Podcasts | RSS

🧾️ Download transcript

Summary

Growth Newsletter: https://levelingup.beehiiv.com/subscribe Eric and Neil break down why token maxxing is dead. Cognition is betting that AI should be priced on outcomes rather than token usage, with adaptive routing, spend attribution, and an AI productivity guarantee that funds your usage if Devin delivers less value than you pay for. They unpack the rise of the forward-deployed marketer, the most valuable hire in marketing that almost nobody is staffing for, why AI only matters when it moves real KPIs, and the one question that compounds your results over a decade: what is the highest-leverage thing I can do with my time today? Key Takeaways: • Token usage is a poor way to measure productivity. Price AI on business outcomes instead. • The forward-deployed marketer owns the client outcome while agents do the labor, and it is the hire almost nobody is staffing for. • Ask one question every day: what is the highest-leverage thing I can do with my time? Compound that for 10 years. Chapters: 00:00 Token Maxxing Is Dead (Cognition) 02:17 The Forward-Deployed Marketer 04:06 AI Only Counts If It Moves KPIs 06:10 The Highest-Leverage Question 09:49 Reinventing A Dying Business 11:08 Neil's Brutal Travel Schedule 15:13 AI Fluency And The Wealth Gap 18:39 Search Is Going Conversational 21:26 Apple's Long Game On Hardware 23:15 The Steve Jobs NeXT Lesson 24:50 The AI Deception Eval 𝗔𝗕𝗢𝗨𝗧 𝗧𝗛𝗘 𝗖𝗛𝗔𝗡𝗡𝗘𝗟 Welcome to Marketing School, one of the top business podcasts with over 61 million downloads. Each episode delivers actionable marketing tips and strategies from two entrepreneurs who truly practice what they preach. The show is hosted by Eric Siu, founder of Leveling Up and Single Grain, and Neil Patel, co-founder of Neil Patel Digital and recognized by Forbes as a Top 10 Marketer. 🎙️ Learn More About the Hosts Eric Siu – Leveling Up: https://www.youtube.com/@LevelingUpOfficial Neil Patel: https://www.youtube.com/@neilpatel 📩 Free Resources Growth Newsletter: https://levelingup.beehiiv.com/subscribe Ubersuggest: https://www.ubersuggest.com/ Answer The Public: https://www.answerthepublic.com/ ✅ Subscribe for Daily Marketing Insights!

Transcript

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0:00.0	Does your experience with AI sound a little something like this?
0:03.1	You've been prompting for 20 minutes.
0:04.8	The output is polished, confident, and completely useless.
0:08.5	That's what happens when AI doesn't know anything about your business.
0:11.6	HubSpot's AI works with your actual customer data.
0:14.5	Every interaction and every signal your team has generated over time.
0:17.9	So instead of prompting and hoping, you ask once and ship it. Check out HubSpot.com, the agentic customer platform for growing businesses. Let me show you can save money on token costs, Neil. So this is Cognition, okay? Cognition, Devon, you've heard of Devon? They bought Windsurf? Yeah, okay. So this is a little bar over here, adaptiveive automatically balances quality and cost of your token outputs, right?
0:39.6	So they have all this stuff over here. This is like one of the models that you can select it.
0:44.2	And I believe a lot of people are going to have this adaptive thing where you can choose between the big ones and the small ones.
0:49.0	I know show you the output. So I think they came up with a couple of innovating things here.
0:53.8	So what this guy said,
0:55.1	he works at cognition. He said, token maxing is dead. Everyone realized that token usage is a
1:00.7	horrible way to measure productivity. So where do we go from here? So here are some ways they're
1:04.7	addressing this at cognition, Neil. And this will save you money. Watch. Number one, adaptive routing,
1:09.2	an intelligent model router that automatically selects the best AI model for each task other products are
1:13.5	starting to adapt this for you like four they have a AI productivity
1:18.6	guarantee if Devon AI delivers less engineering value than you're paying for
1:22.2	cognition will fund your usage until it does up to ten million dollars for
1:25.5	enterprise customers okay you might like that.
1:28.3	Now, number three, advance automations, wiring agent sessions to the events that already cost
1:32.3	teams engineering hours, production incidents and pageer duty, failing deployes, alerts
1:37.3	on a revenue clinical service.
	...

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