Topic
What the models actually change in day to day work, separated from what vendors claim they change.
121 marks · first on 20 April 2026 · latest on 29 May 2026
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The consolidated view of the month, including OpenAI's move from February ad tests to a self serve Ads Manager. The number that reframes the stakes: ChatGPT reportedly handles around 50 million shopping queries a day, which puts an ad channel at the exact point where people research and buy, outside the search and social duopoly.
Across I/O and Marketing Live, Google positioned Gemini as the layer under all its ad products: Conversational Discovery ads, Highlighted Answers in US testing, a Business Agent for Leads chat agent inside search ads, and a conversational video editing model. Conversational, agent driven formats will need modular, prompt ready brand content rather than fixed assets.
A self serve Ads Manager launched 5 May, letting US businesses run CPC campaigns inside ChatGPT conversations with no minimum spend. 100 million dollars of revenue in the first six weeks, a 2.5 billion target this year and 100 billion annually by 2030, with the UK, Mexico, Brazil, Japan and South Korea next. Ads are contextually targeted without conversations being shared with advertisers, a different model from search or social.
Gemini embedded across the whole marketing stack, with Ask Advisor as a unified agent working across Ads, Analytics, Merchant Center and the Marketing Platform. The move is from AI assisted to AI executed: agents act rather than recommend. The number to keep: pages holding top three rankings see 18 to 34 percent CTR declines once an AI generated answer sits above the fold.
Ahead of the June festival, a new AI Craft subcategory rewards work combining human creativity and AI, and a Creative Brand Lion rewards brands that build repeatable creative systems. Entries assisted by AI must now identify themselves, a transparency precedent that will shape how brands disclose AI use in creator work.
Despite heavy investment, most automakers have yet to generate meaningful revenue from AI, and software defined vehicle strategies are proving harder to monetise than expected. The near term wins look operational (content production, targeting, measurement) rather than product side.
The detail of the category overhaul: what qualifies, what changed in the AI and data Lions, and how the new Creative Brand Lion is judged.
Two moves in one month. OpenAI formally enters advertising with an Ads Manager platform, which puts brand visibility inside conversational AI on the table and makes GEO a media question, not only an SEO one. Meta ships AI connectors letting advertisers manage Meta ads from external AI platforms and workflow tools: the walled garden is getting API doors.
All cash at 38.50 dollars a share, a 29.8 percent premium, enterprise value 2.167 billion. After Epsilon and Lotame, Publicis frames this explicitly as accelerating agentic AI and addressable targeting, with LiveRamp staying platform agnostic. The moat agencies are buying is not creative, it is the plumbing between brands, audiences and AI agents.
From 16 percent today to 36 percent by 2028. Agentic AI spending is forecast at 201.9 billion dollars in 2026, with 40 percent of enterprise applications embedding AI agents by year end, up from under 5 percent in 2025. The open question is whether the freed capacity gets redeployed to strategy or simply cut.
36.67 percent of marketers already use AI for creator discovery, 21 percent for content generation, and only 10.56 percent use no AI at all in their influencer stack. Agentic platforms now run identification, outreach and qualification in parallel, compressing weeks into days. Gartner expects 60 percent of brands to use agentic AI for one to one consumer engagement within two years. Advantage shifts from who has the best creator relationships to who can activate them fastest.
Built on Gemini and Veo, the tool reviews and edits creator content for brand compliance before it goes live: removing restricted items, blurring competitor logos, adjusting off-guideline visuals. It cuts review and approval by 2 to 3 days and removes revision fees and reshoots. The suite also includes a Creator Discovery Agent and a Creator Briefing Agent. Agentic AI moves from campaign analytics into campaign operations.
Advertisers generated close to 70 million creative assets inside Google Ads Asset Studio in Q4 2025 alone, three times year over year, with Veo 3 and Nano Banana now embedded for studio quality video in minutes. A Salesforce survey puts generative AI's saving at five hours a week per marketer. The bottleneck stops being production and becomes creative direction: knowing what story to tell and who should tell it.
The shift from AI as assistant to AI as autonomous actor, with Adobe's CX Enterprise "Coworker" executing tasks across defined business goals. McKinsey estimates agentic AI could support up to two thirds of current marketing activities, and organisations deploying these workflows report 10 to 30 percent revenue increases. The marketer's role moves from executor to orchestrator.
As AI agents mediate discovery and purchase, BCG argues brands must optimise for two things: discoverability (being findable by the agent) and desirability (being genuinely wanted by the human the agent serves). Projected impact: 5 to 10 percent incremental top line growth and 15 to 20 percent cost efficiency. Nearly 90 percent of CMOs are experimenting, fewer than 10 percent have deployed end to end workflows.
80 percent of marketers now use AI for content creation, up from under 30 percent in 2023, and the volume era is turning against itself: AI slop erodes trust. The teams winning use AI for drafting, formatting, localisation and distribution while humans keep strategy, brand voice and editorial judgement.
An AI system uncovered previously hidden rules governing particle interaction in plasma, overturning assumptions that had structured the field for decades. The interesting part is not automation but discovery: the constraint it removes is the ceiling of human pattern recognition.
US creator economy ad spend forecast at 43.9 billion dollars in 2026, up 18 percent, with paid amplification of direct creator partnerships alone at 13.2 billion (plus 48 percent YoY). 79 percent of marketers plan to invest more in generative AI creator content, but only 26 percent of consumers prefer AI content over human content. Budget is accelerating faster than trust.
82 percent of marketers use AI daily but only 35 percent report significant productivity gains. 67 percent plan to increase influencer budgets. 83 percent of US digital media experts flag brand safety as an escalating concern, driven by AI content flooding feeds and platform moderation rollbacks.
MZLA Technologies Corporation, filiale de la fondation Mozilla, dévoile un client IA open source et auto-hébergé pour les entreprises qui veulent garder la main sur leurs données.
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