SPECIAL REPORT: The AI Kool-Aid Machine is in Full Swing

(and the Hangover Will Be Brutal)

Our Amazing Sponsor

šŸ”„ The AI Kool-Aid Machine is in Full Swing (and the Hangover Will Be Brutal) šŸ”„

Letā€™s talk about ad techā€™s latest addictionā€”AI. Not your charming, helpful AI that reminds you to reorder oat milk or finds you a passable GIF, but the bloated, buzzword-stuffed version thatā€™s been inflated into a ā€œfull-stack, privacy-safe, cookieless, rain-making, unicorn-riding miracle.ā€ šŸ¦„āœØ 

If you ask any DSP or SSP exec (and you donā€™t even have toā€”theyā€™ll volunteer it mid-latte), AI is supposedly the savior of everything broken in media buying.

Spoiler alert: itā€™s not.

What weā€™re witnessing is a full-on AI frat party. šŸ¹ Kool-Aid pitchers everywhere, and the entire industry is double-fisting like itā€™s the open bar at CES, all while promising ads that are ā€œsmarter, faster, more ethicalā€ ā€” meanwhile, half the programmatic supply chain is still lit up like a tire fire in a landfill of MFA sludge šŸ”„šŸ—‘ļø.

Rishad Tabaccawala, the OG agency oracle whoā€™s been dismantling ad-world nonsense since you were still loading banner ads over dial-up, cuts straight through it:
ā€œAI itself is not a differentiator,ā€ he says. ā€œYou donā€™t have better AI than I doā€”I pay $20 a month for it.ā€ šŸŽÆ

And yet, here we are, deep in a marketing landscape drunk on the fantasy of AI differentiation. Companies are slapping ā€œAI-poweredā€ on products like itā€™s duct tape, covering up the fact that behind the curtain, itā€™s just basic automation or glorified Excel macros. šŸ§Æ That rules-based bidding system youā€™ve been using since 2017? Congrats, itā€™s now magically become ā€œmachine learning.ā€ šŸ™„

The Trade Deskā€™s Kokai? Itā€™s the poster child for this mess. šŸšØ Touted as the second coming of media buying, Kokai landed with all the grace of a brick through a windshield. šŸ§±šŸŖŸ Instead of the sleek AI co-pilot we were promised, we got a periodic table-themed UI so confusing it makes setting up IKEA furniture look like childā€™s play. šŸŖ‘

One media buyer summed it up beautifully:
ā€œItā€™s like piloting a rocket ship using hieroglyphics.ā€ šŸš€šŸ”¤

Meanwhile, Wesley ter Haar, founder of .Monks, openly wonders why agencies are still clinging to AI as a solution rather than seeing the fundamental shifts taking place. ā€œAI is commoditizing creativity overnight,ā€ he notes, meaning agencies can no longer hide behind inflated creative production budgets and buzzwords to justify their existence. ā€œYour clients donā€™t need you to ā€˜manageā€™ AI,ā€ Wesley argues, ā€œthey need you to fundamentally rethink your value. Otherwise, theyā€™re doing it themselves.ā€

And speaking of doing it themselves, thereā€™s Googleā€™s Performance Maxā€”the cult leader of AI ad platforms. šŸ•ÆļøšŸ¤– Itā€™s got ā€œtrust the algorithmā€ energy so strong, you half expect them to hand you a Kool-Aid-branded jumpsuit. Want to know why your CPC suddenly exploded? Too bad. The Algorithmā„¢ works in mysterious ways. šŸŒ€ As Wesley points out with his characteristic wryness: ā€œEveryone says ā€˜trust the AI,ā€™ but nobody wants to admit they have no clue how it actually works.ā€

Meanwhile, marketers are throwing their budgets at AI-labeled tools while still having interns manually pause underperforming ads at midnight. šŸ§‘ā€šŸ’»ā˜• Your ā€œautonomous optimizationā€ system? Yeah, itā€™s quietly being micromanaged by Becky from the media teamā€”who, by the way, has three spreadsheets open and Slack notifications blowing up. šŸ“ŠšŸ’„

Tabaccawala doubles down here, shaking his head at an industry blind to reality:
ā€œItā€™s like newspapers discovering digital and using it to make their trucks faster and printing presses quicker. Thatā€™s not what this is about. Itā€™s about existential risk. Itā€™s about fundamentally reimagining the business.ā€

Yet, AI-washing continues at breakneck speed. šŸ§¼

The FTC is sharpening its knives. šŸ”Ŗ The SEC is sending love letters to legal teams. šŸ’Œ Thereā€™s even a class-action lawsuit against The Trade Desk over Kokai, alleging they misled investors about how magical this new ā€œAI-poweredā€ platform really is. āš–ļø

But despite these warnings, marketers and vendors alike keep drowning in the AI Kool-Aid šŸ¹ while the same old problems persist:

āŒ Ads still flooding MFA wastelands.
āŒ Campaigns still burning budgets on click farms.
āŒ Buyers still playing whack-a-mole with performance issues.

Itā€™s like selling someone a self-driving Tesla thatā€™s powered by a hamster wheel. šŸ¹šŸš— And the hamsterā€™s on a union break.

Hereā€™s the uncomfortable truth that Wesley and Rishad both underline: AI will reshape this industryā€”but first, itā€™s going to bulldoze some sacred cows along the way. šŸ„šŸ’„ The fantasy that every DSP or agency gets to survive by simply adding ā€œAIā€ to their slide decks? Yeah, thatā€™s dead on arrival. šŸ’€

Already, media teams are rejecting Kokaiā€™s chemistry-class-from-hell interface šŸ§Ŗ and quietly moving budgets away from Performance Max because, as Tabaccawala puts it, ā€œPeople want freedom, growth, and the ability to tell their storyā€”not an opaque algorithm dictating their budgets.ā€

šŸ‘‰ Hereā€™s your thesis, folks:
The AI Kool-Aid machine is still humming, but the industry is finally starting to sober up. Rishad and Wesley arenā€™t whisperingā€”theyā€™re yelling from the rooftops that your ā€œAI-powered DSPā€ is just putting lipstick on a pig šŸ·šŸ’„ā€”a very expensive, very black-boxed pig.

As Tabaccawala warns, ā€œYou have to reimagine your companyā€”otherwise, a thousand days from now, you wonā€™t recognize this industry.ā€

So buckle up, ad techā€”the AI revolution isnā€™t coming, itā€™s already here. And the hangover? Itā€™ll be epic. šŸøāš°ļøšŸš€

Next up: Why marketers are playing hot potato šŸ„” with AI tools they barely understandā€”and what real AI in ad tech could look like (hint: itā€™s not hiding on Googleā€™s server farm).

Ad legend Jon Bond summed up AI's impact succinctly for me over email:

ā€œWe can create hundreds of personalized ad segmentsā€”now with AI, we can create the personalized content to fulfill the potential of personalization at scale.ā€

šŸšØ AI in Ad Tech 2025: Miracle Worker or Marketing Mirage?

šŸ” The Accusation:
AI is now touted as adtechā€™s unstoppable force, automating everything from media buying to creative design. But behind all the flashy promises, marketers remain wary of trusting their budgets entirely to machines.

šŸ“œ The Evidence:

  • Market Explosion: The global AI market is hitting an eye-popping $500 billion by the close of 2025, with U.S. spending alone expected to reach nearly $300 billion by 2026. Adoption isnā€™t slowing eitherā€”83% of businesses say AI is now their top strategic priority.

  • Smarter, Faster, Better: Platforms like The Trade Deskā€™s Kokai and Scibids dominate bidding strategies, crunching billions of data points instantly to make lightning-fast targeting decisions.

  • Creative Revolution: AI tools like Clinch, VidMob, and Omneky can whip up thousands of personalized ad variations in real-time, turning traditional creative processes into instant, adaptive masterpieces.

  • Privacy, Meet AI: Privacy-first solutions like federated learning and contextual targeting 2.0 are bridging the gap between personalization and user privacy, allowing marketers to stay effective without triggering consumer backlash.

  • Hyper-Personalization: AI isn't just predicting behaviorsā€”itā€™s actively shaping experiences in real-time. Expect dynamic ads and hyper-targeted messaging to dominate your feeds, with predictions claiming an astounding 760% lift in revenue for AI-driven segmented campaigns.

āš ļø The Catch:
Despite AIā€™s near-total takeover, transparency remains shaky. Marketers love the convenience but not the uncertaintyā€”whatā€™s really happening inside those AI-powered black boxes? Critics argue AI is mostly ā€œglorified regression on steroids,ā€ repackaged by adtech firms eager to keep the money flowing. Meanwhile, questions linger: Does automated mean effective, or just efficient?

šŸ”„ The Big Question:
As AI continues reshaping advertising, can marketers strike the right balance between trusting the machines and maintaining essential human oversightā€”or are we just trading old inefficiencies for shiny, new complexities?

šŸŽ¤ Industry Response:
The industry is bullish on AIā€™s potential, yet cautious. Brands crave AIā€™s efficiency, but skepticism remains strongā€”no one wants their marketing strategy fully in the hands of an algorithm they donā€™t fully understand.

šŸšØ AI Agents vs. The Ad Industry

Kate Cook: ā€œAI agents wonā€™t just disrupt advertisingā€”theyā€™ll starve it of human attention.ā€

Kate Cook, Founder & Principal Consultant at Era Seven Partners, just threw a grenade into the digital ad playbook.

Her bold prediction?

ā€œBy mid-2026, AI agents will fundamentally alter how brands compete for visibility.ā€

And sheā€™s not hedging. Cook is calling for the collapse of the current attention economy. As AI-powered personal agents take on the heavy lifting of ā€œretrieving and curating informationā€ for consumers, the oxygen feeding programmatic display ads and search ads will get sucked out of the room. No more relying on passive human attention.

Instead, Cook says, ā€œthe path to consumer attention will increasingly be filtered through these AI intermediaries.ā€

Translation: The machines will decide which brands get airtime, not the users.

Forget chasing CTRs like a dog after a parked car. Cook says the new KPI will be ā€œshare of model.ā€ Yep, welcome to the era where your brandā€™s survival depends on how often you show up inside the AI-to-human pipelineā€”in other words, how frequently an AI agent recommends or surfaces your message.

ā€œAdvertisers will need AdTech to help them ensure their messaging is favored by the algorithms.ā€

Or in plainer terms: your creative wonā€™t just need to be good, itā€™ll need to be machine-friendly. The battle for the top of mind? Now itā€™s a battle for the top of the model.

šŸŽÆ My Take:

Cook is basically telling every CMO, ā€œStop acting like itā€™s still 2019.ā€ Your audience isnā€™t just distractedā€”theyā€™re going to be entirely insulated by their AI assistants. And unless youā€™re programming your brand for how these agents scrape, rank, and recommend, youā€™re out of the loop.

This isnā€™t personalization. Itā€™s AI deciding which brands get past the velvet rope.

The question is, how many marketers even know where the door is?

Subscribe to our premium content at ADOTAT+ to read the rest.

Become a paying subscriber to get access to this post and other subscriber-only content.

Already a paying subscriber? Sign In.