Observed Signal · May 1, 2026 · Product Launch · Source: Digiday · Impact: 3/5 · Sentiment: Positive
Taboola launches DeeperDive AI answer engine
Taboola has rolled out an AI answer engine called DeeperDive for publishers, a chat-style toolbar that generates short AI answers and surfaces relevant archive articles alongside ads. Launched in September 2025, Taboola says it has onboarded “dozens” of publishers; USA Today Co. deployed DeeperDive sitewide and reports more than 25 million questions asked (about 1 million per week). DeeperDive is free for publishers, shares ad revenue with them, and displays suggested prompts based on a user’s browsing history across Taboola’s publisher network. Taboola positions DeeperDive as part of a broader pivot toward AI products — including a recently announced Realize+ agentic layer for its performance marketing platform — while maintaining its core content-recommendation business.
DeeperDive introduces a publisher-facing AI discovery/ad unit that could shift onsite discovery and monetization patterns; Taboola’s scale and existing publisher payments ($1.5B) make this relevant to publisher revenue models and native ad formats.
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Key Takeaways & Evidence Grounding
- Taboola launched an AI answer-engine toolbar called DeeperDive (product launched September 2025).
- Taboola says it has onboarded “dozens” of publishers since DeeperDive’s launch.
- USA Today launched DeeperDive sitewide in September and reports over 25 million questions asked since launch (~1 million per week).
- DeeperDive is free for publishers; publishers receive a share of ad revenue from ads shown alongside AI-generated answers.
- Taboola reported paying publishers over $1.5 billion last year and has advertisers running on DeeperDive such as Homes.com, Tripadvisor, Philips Home Appliances, NerdWallet and Motley Fool.
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Taboola launches ad platform for AI answer engines
Taboola announced a new ad platform that opens the monetization engine behind DeeperDive—a generative AI answer engine—to other generative AI companies, including conversational AI platforms, chatbots and virtual assistants. The move lets AI services surface high-intent ads within AI-powered answers so user queries can generate revenue. Taboola says DeeperDive combines large language models, retrieval systems and its proprietary intent graph to produce tens of millions of answers monthly for over 7 million users, and that the service runs on NVIDIA-accelerated infrastructure. Taboola’s Realize performance ad platform will supply demand from direct advertiser relationships to the integrated ad placements.
Taboola Builds Ad Network for AI Chat Interfaces
Taboola has opened the advertising infrastructure of its AI answer engine "Deeper Dive" to external providers, turning a publisher-focused tool into an ad network for LLMs, chatbots, virtual assistants and other conversational AI services. Deeper Dive combines large language models, retrieval systems and Taboola’s Intent Graph to deliver context- and query-triggered sponsored recommendations. Demand is supplied via Taboola’s Realize performance platform (reportedly ~20,000 performance advertisers) on a CPC basis; Taboola said it keeps about 35% of ad spend while partners receive ~65%. Taboola currently serves tens of millions of AI answers per month to more than seven million users and plans to shift targeting toward contextual and query signals.
Taboola's DeeperDive Reaches Nearly 7M Monthly Users
Taboola reports that DeeperDive, its generative-AI 'Answer Engine' embedded on publisher sites, has reached nearly 7 million monthly active users roughly eight months after launch. DeeperDive is live on major publishers including USA TODAY Co., India Today and BuzzFeed Asia, and Taboola says publishers integrating the product see elevated engagement (up to ~17% recirculation) and increased article-read rates (~20%) once users enter the LLM experience. The platform processes millions of reader questions monthly (recently exceeding 10 million), with ~50% of questions about the prior 24 hours of news. Taboola announced broader global availability with publishers such as Ouest‑France, El Nacional and Ynet and local-language support expanding to French, German, Hebrew, Japanese, Korean and Spanish. Taboola positions DeeperDive as an ad‑supported LLM opportunity for publishers and advertisers.
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