AI Search · owned-data study

Google's AI Overview Took the Ad-Tech Search

Google's AI Overview holds position one for programmatic advertising agency. Two-thirds of what's left isn't even a competing agency's page.

The finding, up front

67%. Google's AI Overview holds position one for programmatic advertising agency. Two-thirds of what's left isn't even a competing agency's page.

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We pulled the live Google results for “programmatic advertising agency” and “programmatic advertising companies” on July 12, 2026. Two-thirds of the organic listings sitting under the AI Overview aren’t a competing agency’s page at all.

That’s real buyer demand going unanswered. Both terms carry an estimated 2,900 searches a month. The exact phrase “programmatic advertising agency” carries an average cost per click of $105.60. That’s one of the more expensive terms in the whole media-buying space. An advertiser or CMO typing that phrase is shopping for a desk to run their campaigns. Right now, the first thing they read is written by Google, not by an operator.

What We Pulled

We ran a live SERP check on both terms, no cached data, no aggregator summary. For each result, we recorded its position. Then we classified the domain by type. Directory listing. Forum thread. Third-party blog. An agency’s own service page. Eighteen organic slots total, nine per term.

The AI Overview Owns Position One, Both Times

On both terms, the AI Overview holds position one. Every organic result, including the first one a searcher scrolls to, starts at position two or lower. Two search terms, two AI Overviews, zero exceptions.

The Organic Layer Underneath Is Mostly Not an Agency

Here’s what fills the eighteen slots below it:

TypeSlotsShare
Directory listing (Clutch, a Semrush agency directory)422%
Forum thread (Reddit)211%
Third-party blog or “best of” listicle633%
An agency’s own service page633%
Total18100%

Only six of eighteen slots, one in three, are a real operator’s own page making its own case to a buyer. The rest is a directory, a forum thread, or somebody else’s blog ranking a list of agencies it doesn’t run.

Twelve different domains fill those eighteen slots. Only one domain, a food-and-beverage ad network’s service page, shows up in the top five organic results on both terms, at position five on “agency” and position two on “companies.” No domain holds the top organic spot on both searches. The layer beneath the AI Overview isn’t just thin. It’s split twelve ways with no repeat winner.

The AI Overview Cites a Reddit Thread

On “programmatic advertising companies,” Google’s own AI Overview returned a full answer with its own source list: five citations. One is a Reddit thread from a community forum. Two are agency service pages. Two are blog posts, one from an agency, one from a software company.

Google’s own AI-written answer, on the exact term an advertiser searches before spending real money, leans on a forum post as one of five sources. That’s not a knock on Google. It’s a measurement of the field: when even the model doing the answering can’t find a definitive operator resource, it cites what’s there. The definitive page doesn’t exist yet, so the AI Overview didn’t cite one.

What This Means for a Buyer

Type “programmatic advertising agency” into Google today and you get an AI-written paragraph, then a directory, then a forum thread, then maybe an agency’s own page somewhere past the fold. Nobody has built the page that actually answers the question with a real operator behind it. Our own answers hub on programmatic advertising covers the platform comparisons a buyer needs once they get past the AI Overview, but the head term itself, the one carrying $105.60 CPC and zero real competition for the top slot, still has no page holding it. A media buying desk that targeted this term directly would be the only operator page in the result set actually built to answer it.

This tracks with what we’ve measured elsewhere. AI summaries intercept the click before a ranked list gets read. Pew Research found that when an AI summary sits at the top of a page, users click a traditional result in just 8% of visits, against 15% without a summary. The AI Overview here isn’t an edge case. It’s the same interception pattern showing up on a commercial, high-dollar, agency-buyer search.

Nobody has built the page yet. The AI Overview is answering with a two-year-old Reddit thread instead.


The 67% figure, the position-one capture rate, and the twelve-domain fragmentation count are computed by Taqtics from our own live pull of both SERPs, July 12, 2026, classified by domain type. The $105.60 CPC figure is confirmed on the exact phrase “programmatic advertising agency” only. The sibling terms weren’t independently checked for cost per click. The estimated 2,900 monthly searches per term come from our own keyword research, pulled July 2, 2026. The AI Overview’s five-source citation list was captured live for “programmatic advertising companies.” The “agency” query’s AI Overview text did not return in the same pull and isn’t quoted here. The 8%-versus-15% click figures are from Pew Research Center, July 2025.

Sources & method

  1. Our own live SERP-composition pull for 'programmatic advertising agency' and 'programmatic advertising companies,' captured July 12, 2026
  2. Google's AI Overview answer text and its own cited sources, captured live in the same pull, July 12, 2026
  3. Our own keyword research on search volume and cost-per-click for the term set, pulled July 2, 2026
  4. Pew Research Center, July 2025, on click behavior when an AI summary appears