Vision model 2.4
Zurla Vision 2.4
It looks before every ad lands.
A frontier vision model, built for advertising. It classifies every page, image, frame, screen and ad, reads the intent in every image, and keeps out what your rules don’t allow.
Looking at pages, frames, screens and ads
Illustrative data · fictional brands
What it does
It looks.
It labels.
It keeps every ad in the right place.
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Topics and context
Pages, images, video frames and app screens are classified by topic and context. A hotel ad finds a travel guide, and a sports drink finds a morning run.
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Intent from the image
It reads the intent in an image, not just what’s in it. A trail at sunrise says a run is coming; a hotel balcony says a trip is being planned. Each ad meets the moment its image points to.
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Brand safety
Each brand sets its rules in plain words. Content outside them is kept out before a bid goes out.
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Creative review
Every ad creative is checked before it runs: the image, the words, the page it links to and the format it was made for.
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Labels people can see
It checks that native ads carry a clear label, like Sponsored, so readers can always tell an ad from the story.
At work
Say your rules.
See what it sees.
Brand rules used to be long keyword lists. Now you say them in plain words, and Zurla Vision 2.4 applies them to every page, frame, screen and creative it sees.
Illustrative data · fictional brands
Where it works
Every page, screen and creative,
seen before the ad runs.
It looks at whatever an ad will sit next to: a page, a video frame, an app screen, or another ad.
- PublishersPellbrook Media On Zurla’s SDK for native and banner ads, or in your Prebid setup, your pages are classified by topic and context, so the buyers who want them find them. Native ads are always labeled.
- App developersBrindle Blocks by Sorrelby Games In Zurla’s SDK, app screens and levels are classified, so each ad fits the moment. Rewarded ads are always opt-in, offered when a level ends.
- AgenciesCalderwick Each client’s brand rules, said in plain words, applied to every placement and every creative before it runs.
- Real-time biddingOrrinth Exchange Supply is classified on its way in, so both sides of the auction on your platform see clearly labeled inventory.
Safety and control
It looks at content,
not at people.
Zurla Vision 2.4 classifies what an ad would sit next to. It doesn’t need to know who is reading to do it, and you decide what it keeps out.
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Previewed first
New brand rules are checked against today’s pages first, so you see what they keep out before they go live.
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You approve
You decide what is kept out. See why any decision was made, and change a rule in plain words.
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Your brand rules
Each brand keeps its own rules, from topics to tone, applied before a bid goes out.
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Privacy and consent
Each person’s choices are read and respected: IAB TCF v2.3 in Europe and the UK, GPP for US state privacy choices.
Zurla Vision 2.4
Specs
- Type
- Vision model for classifying content
- Sees
- Pages, images, video frames, app screens and ad creatives
- Gives
- Topic and context labels, the intent in each image, brand-safety categories, creative checks and label checks for native ads
- Speed
- Labels ready inside auctions that finish in under 100 ms
- Where you use it
- Before every bid, on Zurla’s SDK, Prebid and RTB infrastructure, and in chat with Zurla
- Works with
- Zurla Swarm 2.1 and Zurla Northstar 3.5
The Zurla model family
Three models.
One Zurla.
Each model does one job, and they work as one. Zurla Vision 2.4 sees the content, Zurla Northstar 3.5 sets the course, and Zurla Swarm 2.1 talks with you and acts in every auction.
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Large language model
Zurla Swarm 2.1
Reads advertising like language, answers in plain words and runs the AI agents in every auction.
Meet Zurla Swarm 2.1
Vision model
Zurla Vision 2.4
Looks at pages, images, video, app screens and ads, and classifies them so every ad lands in the right place.
You’re here
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Goal optimization model
Zurla Northstar 3.5
Turns a brand or performance goal into a route, decides on every impression in under 1 ms and keeps you on course.
Meet Zurla Northstar 3.5
Show it your pages.
Book a demo, and see Zurla Vision 2.4 classify your own pages, apps and creatives.