
Exploring the world of #programmatic advertising
Joined November 2022
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Vlad Chubakov (@Programmatic 101) retweeted
Can Transaction ID become the missing piece for cleaner CTV supply paths? Ad Tech Explained explores how it helps DSPs identify duplicate inventory, improve supply path optimization, and why challenges like metadata enrichment and inventory sharing are slowing broader adoption.
Vlad Chubakov (@Programmatic 101) retweeted
Incredible read from BCG on what is necessary to enable agentic marketing.
"Most organizations’ measurement capabilities focus on campaign metrics, while a few have progressed to incrementality testing. Eventually, the best will adopt agentic measurement. The progression yields better tools and more data, but it also entails a fundamental shift in the questions that measurement seeks to answer."
More in 🧵
Vlad Chubakov (@Programmatic 101) retweeted
Host @aripap and co-host @ericfranchi welcome @oliviaakory, Chief Marketing Strategy Officer at Haus, to discuss incrementality, AppLovin, AI-driven media buying, Google, OpenAI, and the future of ad measurement.
youtu.be/scf7yqDokWE
Vlad Chubakov (@Programmatic 101) retweeted

Ari Paparo@aripapJul 20
United States
United StatesConnected via United States App StoreAccount-level information, not a live location or per-post device.
For reasons I will not explain I asked ChatGPT to create a "mime explaining retargeting"
Vlad Chubakov (@Programmatic 101) retweeted
With X cool again, there’s probably no better time to say I launched a @Substack. (Inspired by awesome writers/creators/experts like @Emily_Sundberg, @milkkarten, @caseymlewis.)
Have no idea what I’m doing but my first post is about Taylor Swift.
Link below! 👇
Vlad Chubakov (@Programmatic 101) retweeted
Can people follow me here. I need friends that work in AdTech.
Vlad Chubakov (@Programmatic 101) retweeted
Google's AI Overviews decrease outbound organic clicks by 40%.
A new paper by researchers at Carnegie Mellon and the Indian School of Business finds that AI Overviews were triggered in roughly 41% of observed Google searches and, when triggered, reduced outbound organic clicks by about 40%. The presence of AI Overviews also increased the likelihood of a zero-click search by roughly 35%.
The authors implement a field experiment using a custom Google Chrome extension. Users with the extension installed were randomly assigned into three groups: 1) those who experienced Google Search with no changes, including AI Overviews when available (control), 2) those who experienced Google Search with AI Overviews dynamically removed and the remaining SERP elements shifted upward (treatment), and 3) those who were redirected to Google’s AI Mode when they attempted to use Google Search.
The authors find that, for searches in which an AI Overview was triggered, users in the Control group clicked outbound organic links roughly 40% less frequently than users in the "Hide AIO" treatment group. They also find that Control users were roughly 35% more likely to conduct zero-click searches than users whose AI Overviews were removed.
Further, the authors observe no statistically meaningful difference in sponsored clicks between the groups, suggesting that AI Overviews primarily substitute for organic publisher visits rather than ad engagement.
This is consistent with my thesis in my Google's Gambit series: that Google would execute a wholesale, Ship-of-Theseus-like transformation of Search by introducing AI Overviews, transitioning it from a distribution mechanism to an engagement sink.
Paper pre-print linked in comments.
📣 AppLovin Ads is now open to all advertisers.
For 14 years, advertising with us required a relationship with our team. For the past eight months, it required a referral code.
Starting today, it requires neither.
Also, our platform, formerly known as Axon, is now simply AppLovin Ads.
Our customers kept calling us AppLovin.
New customers discovered us as AppLovin.
When something works, there is no reason to change it. Axon remains the name of our AI recommendation system.
Any business can sign up today and reach more than a billion people who play mobile games on our platform every day.
Not just gamers. Parents, professionals, homeowners, and shoppers.
Read Adam's blog about it here. 👇applovin.com/en/blog/applovi…
Vlad Chubakov (@Programmatic 101) retweeted
ChatGPT launches a CAPI, a pixel, and self-serve
"It’s not hard to imagine how the ad platform evolves from here. OpenAI is almost assuredly building a platform in the image of Meta’s, which means it will cater the platform to the needs of SMBs, particularly eCommerce and retail advertisers."
mobiledevmemo.com/chatgpt-la…
Vlad Chubakov (@Programmatic 101) retweeted
$GOOG Alphabet Q1 FY26:
• Revenue +22% Y/Y to $109.9B ($2.9B beat).
• Operating margin 36% (+2pp Y/Y).
• $37.7B net gains from equity investments.
☁️ Google Cloud:
• Revenue +63% Y/Y to $20.0B.
• Operating margin 33% (+15pp Y/Y).
▶️ YouTube ads +11% to $9.9B.
Vlad Chubakov (@Programmatic 101) retweeted

Ari Paparo@aripapApr 20
United States
United StatesConnected via United States App StoreAccount-level information, not a live location or per-post device.
My latest newsletter: It's The Data, Stupid.
news.marketecture.tv/p/it-s-…
Vlad Chubakov (@Programmatic 101) retweeted
New: @Google DV360 got a Gemini makeover for automated media planning and execution. Plus, the DSP is deepening YT integrations and strengthening cross-channel measurement in CTV, with new retail data and SKU-level attribution tools. More in @Adweek: adweek.com/programmatic/goog…
Vlad Chubakov (@Programmatic 101) retweeted
One of the world’s largest advertising companies Publicis is reportedly dropping $TTD as a recommended platform after a recent audit.
The audit alleges fee opacity & unauthorized auto-enrollment that directly challenges Trade Desk’s core value proposition as a neutral, transparent DSP.
The timing is brutal.
Vlad Chubakov (@Programmatic 101) retweeted
The highlight of Marketecture Live, @aripap and The @TheTradeDesk CEO Jeff Green talk stock purchases, AI, OpenPath, and more.
Link below 👇
Vlad Chubakov (@Programmatic 101) retweeted
at the end of the day we’re all just trying to find something that we care about as much as @eric_seufert’s passion for CAPIs
Vlad Chubakov (@Programmatic 101) retweeted
Lots of discussion about OpenPath. I am pro OP. My thoughts below. Someone tell me where I’m wrong.
OpenPath has value to both the buy and sell side.
It has value to the buyer because TTD claims (and I’ll take their word for it) they run OP at cost. They claim their ~5% take rate is just to run it at break even. TTD is making all their money on DSP fees (different discussion) where the other SSPs have higher yields and dynamic pricing so they can make a profit which OP doesn’t need to.
The pubs don’t have the same margin rate across all SSPs (it’s dynamic and essentially the SSPs is trying to take the highest margin while also trying to win the auction in the Pub’s adserver/header). Hypothetically OP would have the lowest margin (because they are running it at break even) but the bid would still have to be the highest to win the auction in the pub’s adserver.
The one benefit for pubs using OP should be that they get more volume from TTD they wouldn’t otherwise get if they didn’t use OP.
If TTD isn’t outright lying about OP and they are running it at breakeven and aren’t favoring it beyond it being the most efficient path to supply then I only see a benefit for buyers to use them.
The inherent problem is, Google poisoned the well on this, when a company is on the buy and sell side they have a conflict of interest. Makes them an easy target for all of AdTech to bash them. OP doesn’t do rebates so holdcos who’s SSP rebates go right to their bottom line have every incentive (besides their clients media performance) to use SSPs who give them the biggest rebates.
Has any advertiser ever talked about turning off Amazon Publisher Services? Amazing to me they have been able to fly under the radar for scrutiny when unlike TTD I don’t believe they have ever claimed to run it at cost or not to favor their own pipes.
Scoop: Dentsu and WPP have pulled back from The Trade Desk’s most closely-watched initiative, OpenPath, citing concerns over transparency, control and undisclosed costs.
The shift signals mounting pressure on the adtech darling’s key supply-chain bets.
adweek.com/media/exclusive-d…
Vlad Chubakov (@Programmatic 101) retweeted
NEW: Live ads have been spotted in ChatGPT for the first time.
Story below. 👇
adtechradar.com/2026/02/18/l…
Vlad Chubakov (@Programmatic 101) retweeted
A lot of adtech social is exactly this: two seasoned programmatic pros arguing over tiny details just for the sake of fighting, while buyers sit there watching the whole thing with zero clue what’s going on. They just slap some off-the-shelf segments onto a line item and leave the rest in God’s hands.
Vlad Chubakov (@Programmatic 101) retweeted
Chrome 146 includes an early preview of WebMCP, accessible via a flag, that lets AI agents query and execute services without browsing the web app like a user.
Services can be declared through an imperative navigator.modelContext API or declaratively through a form.
Vlad Chubakov (@Programmatic 101) retweeted
Scoop: Amazon is working to launch a marketplace where publishers can sell their content to firms offering AI products.
W/@erinkwoo
theinformation.com/articles/…

























