The industry has spent a decade promising smarter ad delivery. Adsterra has trained its in-house AI system on a decade of real data to build it. And now it’s live. The Adsterra Ad Intelligence Engine has already driven up to 20% higher ad revenue for publishers since its launch in May 2026.
We have refined our ad delivery infrastructure to analyze every monetization opportunity in real time and predict the most effective outcome for each impression. But what powers this technology?
A machine-learning prediction engine built on a decade of real data
At the center of the new ad delivery infrastructure is an AI router powered by a proprietary machine-learning prediction engine.
The training dataset is drawn from over a decade of campaign performance events across thousands of advertisers and publishers operating in genuinely different markets, verticals, and devices.
The Engine operates 50+ parameters within the full complexity of global ad requests and traffic across the Adsterra platform:
- Seasonal swings
- User conversion patterns
- GEO-, device-, placement-level correlations
- Traffic quality indicators
- Historical conversion data
All these parameters allow Adsterra to produce a conversion prediction before the impression is served.
“We’ve been fortunate to cooperate with brands, direct advertisers, and publishers from North America, Asia, Europe, and Africa for over a decade. That means we can feed AI tons of depersonalized data to systematize, find correlations, predict, and then use for proper ad matching. Eventually, we help all our partners earn more and grow their businesses. That’s how it works: you deliver more money; you earn more yourself,” Arthur Galiev, Head of Sales at Adsterra, points out.
How the Engine works
The Adsterra Ad Intelligence Engine integrates advanced traffic routing and delivery, real-time optimization, and AI-powered decisioning to maximize performance across global markets. There are 3 interconnected layers, each addressing a distinct performance lever.
Ad rotation
Ad rotation helps diversify the ad feed for publishers and extend campaign reach. The system prevents audience fatigue, exposing campaigns to previously undiscoverable inventory segments, and producing a measured average 10–15% improvement in ad viewability.
The output: Audiences receive a healthier, more varied set of ads, which leads to higher viewability and click potential, along with gradual ad revenue growth for publishers.
Ad matching
Ad matching upgrades the intelligence of the pairing between campaign and placement. The Engine evaluates conversion probability for each impression in real time. It factors in the inventory context, user behavior, and bid dynamics to instantly surface the highest-yield pairing available.
For advertisers, this unlocks better traffic discovery. For publishers, it maximizes revenue by serving more CPA offers matched to their traffic’s conversion potential.
Real-time optimization
Real-time optimization closes the loop. It makes ad delivery decisions based on live performance signals: what is converting, what will convert, where spend efficiency needs improvements, etc. It serves as a continuous revenue-uplift mechanism for publishers as the system is always steering toward the highest-value fill.
Ad intelligence in numbers: What the data shows
The Ad Intelligence Engine went live for a representative group of active publishers across Adsterra in May 2026. The results since rollout are already quantified.
Up to 20% ad revenue growth
The 20% improvement in ad revenues reflects the full-funnel impact of the new system: better matching drives better delivery, which drives better conversion, which drives better monetization and revenue growth for publishers.
11–24% eCPM increase
eCPM across publishers’ placements has increased thanks to a higher rate of CPA campaigns served. With enhanced conversion prediction algorithms, publishers who could only earn from CPM-based campaigns can now get a revenue boost with a portion of CPA offers.
Сore benefits
- More relevant ad views, driven by the improved reach mechanics of the ad rotation layer.
- Higher monetization potential per user session, as ad distribution and optimization work together.
- Higher eCPM thanks to better CPM/CPA offers distribution.
These are measurements against Adsterra’s own prior baseline — the same inventory, the same advertiser base, the same publisher network — before and after the system transition.
Rollout, formats, and access for Adsterra partners
The Adsterra Ad Intelligence Engine is being rolled out automatically across the entire platform’s ecosystem. Access is free for existing partners or new ones and requires no incremental fees.
Configuration needed
- Advertisers: no configuration required
- Publishers joined after July 7, 2026: no configuration required
- Publishers joined before July 7, 2026: ad code reinstallation required.
If you joined Adsterra as a publisher before July 7, 2026, don’t generate new ad codes. Your current codes have already been updated. Just go to the Websites page, click the GET CODE button, copy, and then paste the updated code to your websites, replacing the old one. Repeat for all codes.
Formats embraced:
Popunder and Social Bar, including In-Page Push and Interstitials. The next release will cover Native Banners and classic Banners.
Ad delivery that makes a difference
The problem with ad delivery in the industry is that most servers use relatively static or semi-static logic. Bid thresholds and auctions, predefined targeting criteria, frequency cappings: all these react to what has occurred or adapt in real time, but rarely predict what is about to occur.
Adsterra’s Ad Intelligence Engine is developed on a different premise — that every impression is a subject for prediction and further performance optimization.
As Arthur Galiev puts it: “It’s often the little things that make all the difference between a good result and a really good one. And that’s not always about revolutionizing everything, but more about making just the right call at the right time. And that’s exactly the job that the Ad Intelligence Engine is doing: it’s constantly crunching dozens of real-time signals and figuring out which delivery route will be best for each ad request.”
A decade-long investment now powers future industry shifts
The Adsterra Ad Intelligence Engine is the culmination of a decade-long commitment to building a proprietary data asset and the ML infrastructure to deploy it at scale.
Most ad tech companies buy or license their prediction functions. Adsterra built its own and trained on its own data, adjusted according to its own performance history, and optimized for the specific dynamics of the markets our partners operate in.
The AI layer is optimized for one outcome — the economic results of our partners, real professionals who power the ad tech industry.
