testTag: adtech

Adtech has a trust problem. AI will solve it.

In his Marketecture Live session in March, LUMA’s Terry Kawaja made ten predictions about the impact of AI on adtech.  While they were all thought-provoking, #8 was particularly intriguing, in that it suggests a solution to the industry’s principal fundamental challenge:

“AI will catalyze the long overdue great reckoning in adtech.”

Before joining Dstillery, I spent over twenty years as an equity analyst.  For many of those years, I covered media, advertising and technology, and for many I was a generalist across industries.  In all those years and across the dozens of industries that I have covered, I have not encountered another industry like adtech.

As Terry tells it: “The LUMAscape is a fragmented ecosystem of largely undifferentiated companies built in the ZIRP era that eke out their existence on rev shares and kickbacks.”

Prediction #8 from LUMA Partners Marketecture Live presentation, March 2026
Prediction #8 from LUMA Partners Marketecture Live presentation, March 2026

Low barriers to entry

There are over 5,000 adtech companies in the LUMAscape, competing across dozens of different market segments that often blur together.  Just within the narrow US audience targeting segment that Dstillery competes in, there are about 250 different providers in The Trade Desk’s data marketplace, with over a million audiences available.

This fragmentation reflects the reality that barriers to entry for the industry are quite low.  New adtech companies can be started with very modest amounts of capital and many business models have very low breakeven points.  Meanwhile, the industry is enormous, with over $1 trillion of annual global ad spend, and it is highly dynamic.

That combination of circumstances encourages new company formation. Though many VCs steer clear of the industry due to its structural challenges, seed money is readily available for good ideas — or for marginal ideas promoted by repeat adtech entrepreneurs with lots of industry friends and family.

Differentiation is difficult to discern

I strongly disagree with Terry’s assertion that adtech companies are undifferentiated.  Rather, I believe that the industry’s fragmentation, complexity and opacity make it difficult for adtech companies to simply communicate their differentiation, or advertisers and their agencies to understand it.

Every one of the 5,000+ LUMAscape companies says that its technology, data, service or solution generates the best outcomes for campaigns, and every one claims some sort of unique competitive advantage.  As often as not, those claims are untrue, and with some effort, proveably so.

It takes a lot of work for buyers to confidently separate those adtech companies that add value from those that do not, and the constant innovation means that that work is never done.  In light of that, many buyers cynically simplify their work by just assuming, as a matter of convenience, that all companies, products and technologies are commodified, and there is little distinction of value. Even those who try to differentiate in good faith may give up in frustration.

AI will reveal who is swimming naked

Warren Buffett famously said “Only when the tide goes out do you discover who’s been swimming naked.” In the context of investing, it means that all companies might seem successful when the economy is strong, but an economic downturn exposes bad businesses, fragile financial profiles and/or excessive risk-taking.

Consistent with Terry’s prediction of a reckoning, this aphorism applies to the tide of AI that is coming to the adtech industry.

As more advertisers, agencies and adtech platforms bring AI into their digital media buying processes in search of efficiency and performance, the adtech supply chain will become more transparent and accountable, the cornerstones of trust in any industry.  It will become much easier to understand — objectively and confidently — which adtech partners are providing differentiated value, which are commoditized, and which are just exploiting industry inefficiencies and opacity to keep the lights on.

Cutting the adtech clutter: ID-free® is just that – free of IDs

ID-free®

This week, I’ve had an unusual amount of time to think about AdTech terms, as in “How clear is our industry?”, “If not clear, is that intentional?” and “Why such an overdose of relentless acronyms?”

With no shortage of alphabet soup in AdTech, it shouldn’t surprise anyone that our industry is often adrift in a sea of verbal confusion.  Imagine if each company in our grand Lumascape were to take the “Programmatic Oath.”  Much like Medicine’s Hippocratic Oath, we’d promise to uphold ethics, speak clearly, and define simple reasons behind our brand names (e.g., “Dstillery – the DS is for Data Science”).  We’d flat-out avoid the buzzwords.

The same standard should be upheld when distinguishing between two, three, or seven things that all sound like one.  Take, for example, the oft-used and seemingly benign term “platform”.  With DSPs, DMPs, SSPs, and CDPs, how does shortening to the word “platform” help get anyone’s point across?

And what’s all the industry buzz about ID-free?

Unless you’ve been living under a rock for a few years, ignoring the clamor for cookieless and ID-free ad targeting has been impossible.  The accelerating noise level won’t be put off by anything that Google does or doesn’t do, nor will any other industry titan “solve this” for our whole ecosystem. At Dstillery, we decided to take Privacy matters into our own virtual hands and boldly go where no other AdTech company has gone.  We invented a truly ID-free® technology that is now the only ad targeting tech of its kind on the market that’s truly without identifiers.  No alternate IDs, no ID-based probabilistic IDs, no bait-and-switch fingerprinting tactics.  And unlike contextual, we’re not reading words on a page.  Instead, Dstillery’s ID-free uses predictive behavioral signals to understand the best inventory moments on a given website.

Will the real ID-free please stand up?

You’re looking to cut through the clutter.  You’ve heard enough noise about whose solution is the “real ID-free”.  Now, we have something for you and you don’t have to just take our word for it.  That’s because at Dstillery, we’ve earned both a patent* for our tech and the registered trademark for our name.  Yes – The USPTO – unconfined by all the shackles and shortcomings of AdTech vernacular – has definitively decided that our ID-free is THE ID-free.  

Show me the Money.

If you’re a senior media professional in a programmatic agency, you and your Brand Marketer counterparts control your digital media budgets. Based on your campaign’s goals and your values on Privacy, you may be interested in finding an ID-free ad targeting solution that performs on par with the ID-based stuff.  And as such, you have choices.  We invite you to test drive our ID-free.  Compare it to ID-based.  Test both of ours together to gain 80% more reach.  Scour the market to find other ID-free wannabees.   

We think you’ll find that nearly one hundred of the Fortune 500 and a monthly average of 150 major media agencies can’t be wrong.  We’ve got something and we want to share it with many more of you.

*U.S. Pat. 11,068,935