Stories from the front lines of agentic advertising

Find the story that's about your world — then go deeper with analysis, industry news, and community perspectives.

Fictional scenarios, real protocol. See how agentic advertising plays out through the people building it.

Reports & Research

Official reports, white papers, and analysis from AgenticAdvertising.org.

Interview

Solving the Friction Problem: Why the Open Web Needs Agentic Infrastructure

AAO President Benjamin Masse talks with ADZINE about the infrastructure imbalance holding back the open web, why agentic advertising is more than a buzzword, and how AdCP's governance model protects long-term equity across the ecosystem.

AgenticAdvertising.org Team
Interview

Agents of Change at Cannes Lions: Where Does a Human Stay in the Loop?

Nine leaders, nine seats in the ecosystem, one requirement: where human judgment stays non-negotiable no matter how far agentic advertising scales.

The AAO Team
Ecosystem

The Next Step: Introducing AgenticAdvertising.org's Mastermind Councils

Today we're launching two Mastermind Councils — members-only communities of practice for leaders across brands, publishers, agencies, and tech platforms actively building the future of agentic marketing.

The AAO Team
Ecosystem

What It Actually Means to Be a Member of AgenticAdvertising.org (AAO)

AAO is the trade organization defining the infrastructure for agentic advertising. Here's what membership actually gives you — and why joining now is different from joining later.

The AAO Team
Interview

Agents of Change at Cannes Lions: What Job Doesn't Exist in 2036?

Ask ten people at Cannes what advertising looks like in a decade, and you'd expect ten different answers. We got something closer to one answer, told ten different ways.

The AAO Team
Op-Ed

AgenticAdvertising.org: Where Governance Isn't a Feature. It's the Foundation.

An AI agent is about to spend $50,000 on advertising. No human reviewed the plan. This is the default state of agentic AI without governance built in. AAO was founded to answer that question clearly.

The AAO Team
Ecosystem

WTF Is a Protocol? And How Did We Get Here?

You've heard "protocol" a hundred times. Here's what it actually means, how we got from VAST to OpenRTB to AdCP, and why the missing layer was never operational — it was strategic.

The AAO Team
Interview

Agents of Change at Cannes Lions: Where Do You Trust an Agent Today?

Ten leaders. One question. Where do you trust an agent in your work today? Recorded on the Croisette at Cannes Lions 2026, the Agents of Change series captures what agentic advertising looks like in production — right now.

The AAO Team
Ecosystem

AdCP 3.1 is GA: From MCP Access to Production-Grade Agentic Advertising

Access was the first milestone. Production readiness is the next. AdCP 3.1 is GA — here's what changes and why it matters for teams running real agentic advertising workflows.

Mary Mason
Interview

From Programmatic to Agentic: Benjamin Masse on Building a Standard Without Bias

AAO President Benjamin Masse joins the NDA Podcast at Cannes Lions 2026 to discuss embedded human judgment, why agentic is a business transformation not an IT project, and what it takes to build a standard without bias.

The AAO Team
Op-Ed

Made by Machines. Meant for Humans. Winning Trust in the Cre(ai)tive Economy

AI agent traffic grew nearly 8,000% year-over-year. At Cannes Lions, our panel asked the real question: if machines are making, moving, and buying much of what consumers see, how do we make sure it's still meant for humans?

The AAO Team
Op-Ed

Built for the Industry, by the Industry: Inside the Organization Shaping Agentic Advertising

AgenticAdvertising.org exists to make sure that as AI transforms advertising, humans stay in the decisions that matter. Here's the protocol, the organization, and the purpose behind it all.

The AAO Team
Reports & Research

AAO at Cannes Lions: A Week That Confirmed Why We Built This

If 2025 was the year the industry talked about AI, the 2026 Cannes Lions Festival of Creativity was the year agentic AI became the conversation. Here's where AAO showed up to make the case for embedded human judgment.

The AAO Team
Op-Ed

AgenticAdvertising.Org Is Taking Over the Croisette

AAO is showing up in full force at Cannes Lions 2026 — here's everywhere you'll find us, from opening night cocktails to the Governance Breakfast Club.

The AAO Team
Reports & Research

What We Built at The Foundry

AAO's inaugural Foundry summit brought together 150 of the industry's most senior practitioners alongside world-class authorities on creativity, commerce, content, and cognition — the moment an industry stopped debating whether agentic was coming and started deciding what it would become.

Mary Mason
Perspective

Advertising Finally Has a Common Language with AdCP 3.0

AgenticAdvertising.Org published Ad Context Protocol 3.0 — the clearest signal yet that agentic advertising has moved from experiment to infrastructure.

Mary Mason
Careers

We're Hiring: Head of Membership & Growth (Fractional, Part-Time)

AgenticAdvertising.org is looking for a fractional Head of Membership & Growth (3 days/week) to turn early traction into a movement. If you're equal parts relationship builder and closer, this one's for you.

Benjamin Masse
Perspective

Building the Future of Marketing with the Agentic Advertising Organization

The Advertising Context Protocol (AdCP) is driving a fundamental architectural shift in marketing, moving the function's authority from transactional oversight to the orchestration of value-creating activities across the enterprise.

Matthew Egol and Randall Rothenberg
Perspective

Why adagents.json is more expressive than ads.txt

ads.txt made supply-chain transparency possible, but it was built for a flatter world. adagents.json can describe the actual commercial shape of modern media: direct paths, delegated paths, placements, collections, countries, time windows, and governed inventory groupings.

Brian O'Kelley
Op-Ed

Agentic Advertising is for Allocation

Programmatic advertising emerged to solve a specific challenge: determining which ad network would pay the most for a given impression. Yet premium publishers and brand advertisers face fundamentally different questions—ones more aligned with capacity-constrained markets like hotels or airlines. How should limited inventory or budget be allocated to maximize returns?

Brian O'Kelley
Ecosystem

Understanding the Agentic Protocol Landscape

How horizontal middleware (AAIF) and vertical transaction protocols (AdCP, ACP) work together. A comprehensive guide to agentic AI standards and where to get involved.

Member Perspectives

Analysis and commentary from the people building agentic advertising.

Perspective

Inside The First AgenticAdvertising.org Meetup in Asia

Close to 200 leaders from brands, agencies, media owners and technology partners came together for the first AgenticAdvertising.org community meetup in Asia, hosted by Adzymic, PubMatic and Scope3.

Perspective

AdCP / Advertising Context Protocol — No Fluff Advisory

Vendor-neutral guide to AdCP, the Advertising Context Protocol, including agentic media workflows, MCP/A2A transport, protocol domains, AdCP 3.1, signals, governance, and implementation paths.

Evgeny Popov
Perspective

AdCP Ecosystem Prototype — No Fluff Advisory

Live agentic advertising orchestration prototype showing connected workflows across signals, identity, governance, creative, buying, measurement, and clean rooms.

Evgeny Popov
Opinion

Signal Containerization: The Next Abstraction Layer for Agentic Advertising — No Fluff Advisory

A framework for packaging buyer intent, semantic meaning, provenance, privacy policy, activation rules, and measurement logic into executable advertising signal containers.

Evgeny Popov
Working Document

AdCP + Google Ad Manager — Publisher Pitch Deck (DACH)

A 10-slide publisher pitch deck for the DACH market explaining AdCP + GAM integration, TMP privacy architecture, GDPR benefits, and getting started steps.

David Porzelt
Opinion

Beyond Programmatic: A Holistic Architecture for Agentic Media

Programmatic overfocuses on digital metrics; agentic ads should optimize reach, sales, and brand across all media using MMM and market-level planning.

Chris Williams
Op-Ed

Agentic Advertising Has a Coordination Problem

As AI agents proliferate across buyers, publishers, and data providers, the advertising industry faces a coordination problem — and solving it requires protocol infrastructure, not just smarter individual systems.

benjamin.masse
Op-Ed

AdCP and ARTF Aren't Competing — They're Complementary

AdCP and ARTF look like competing frameworks for agentic advertising — but they operate at entirely different layers of the stack. AdCP handles campaign-level strategy, negotiation, and measurement. ARTF optimizes the auction itself. Understanding the distinction matters.

Benjamin Masse
Op-Ed

One Product, Many Pipes: How AdCP Separates Data from Delivery

Data products are platform-agnostic, but their delivery is not. How Garritz built a multi-platform AdCP sales agent architecture that separates product definition from distribution — and why it matters for any data company selling through multiple programmatic pipes.

Julian Garritz Cruz
Industry Analysis

Rethinking Marketing Relevance – From AI to Personalized Communication

AGI, AI and cognitive science: In his DMEXCO column, Evgeny Popov explains why true relevance matters more in marketing than reach.

Evgeny Popov
Opinion

Why Binary Audience Decisions Aren’t Fit For The Agentic Era

Evgeny Popov
Resource

The Sovereign Publisher: Why Radio and Podcasts Reveal AdCP’s True Potential

AdCP complements OpenRTB by adding long-horizon reasoning and context: giving sovereign publishers parity with walled gardens without commoditization.

Benjamin Masse - Chief Product Officer, Triton Digital
Interview

Rajeev Goel on AgenticAdvertising.org

PubMatic CEO discusses why the industry needs shared standards for agentic AI. "AI is moving faster than any shift...it's really important the industry aligns around shared standards early."

Rajeev Goel
Press Release

AgenticAdvertising.org Launches to Help Brands, Publishers, Agencies, Ad Tech Adopt AI

New nonprofit to unify marketing-media ecosystem around standards and practices. Industry veterans Randall Rothenberg and Matthew Egol brought in as interim leaders.

Op-Ed

The Three Superpowers of Agentic Advertising

The past month saw three of the most monumental events in the history of marketing. By Randall Rothenberg and Matthew Egol.

Randall Rothenberg and Matthew Egol
how to

AdCP Basics: adagents.json

How do I advertise on this property? How do I know that I'm actually buying what I think I'm buying?

Industry News

What happened this week in agentic advertising.

PPC Land

AI agents now buy media, so agencies are metering them by the token

Agencies are racing to build internal token-metering and audit tools for AI media-buying agents after cost overruns (one employee burned 1.5 million tokens in a day), even as vendors like PubMatic's AgenticOS demonstrate real ROI (a 500% return CTV campaign) and Google cuts inference costs via smarter video processing. The piece also surveys a busy week of adjacent regulatory and legal news: Reddit/SerpApi antitrust counterclaims over robots.txt exclusivity, EU and UK gatekeeper rulings, Yoti's biometric-driven exit from Spain, and Australia's sweeping new privacy bill targeting programmatic pixels.

PPC Land

WeatherNext 3 cuts Google forecast refresh from six hours to one

Google launched WeatherNext 3, a global AI weather model built by DeepMind and Google Research, replacing six-hour/25km forecasts with hourly updates at 5km resolution across Search, Gemini, Maps and Earth Engine. The model trains on live satellite and weather station data rather than numerical simulation output, claiming up to 50% better precipitation accuracy a day out, with implications for weather-triggered programmatic advertising and DOOH targeting.

PPC Land

OpenAI drops 25,000-user floor for ChatGPT ad exclusion audiences

OpenAI's product update for ChatGPT Ads Manager beta advertisers loosens custom audience rules (small audiences can now be used for exclusions), adds a first-party plugin for managing campaigns from ChatGPT or Codex with a human-confirmation step before writes, expands conversion matching fields, introduces non-billable carousel impression reporting, adds total-budget pacing, and previews an upcoming view-through impression-billed campaign type. It also confirms sponsored placements are expanding to Europe, India, the Middle East and North Africa, pushing ChatGPT Ads past 40 countries.

PPC Land

NIQ gains Similarweb data to measure AI shopping, live in Q4 2026

NIQ and Similarweb announced a collaboration to build an Agentic Commerce Measurement product, combining NIQ's retail sales panel data with Similarweb's digital/clickstream data to measure AI-driven shopping across ChatGPT, Gemini, Google AI Mode, Perplexity and Claude. Nothing is live yet; an initial version covering unnamed categories and markets is slated for Q4 2026, entering a field where the IAB has flagged fragmented definitions and low systematic tracking of AI visibility.

PPC Land

Apple Ads Platform API debuts as old API faces 2027 shutdown

Apple has released version 1.0 of the Apple Ads Platform API, a unified REST interface that lets developers manage both App Store and Apple Maps advertising campaigns through a single integration point. The legacy Campaign Management API will be sunset on January 26, 2027, giving agencies and developers a fixed five-month migration deadline, with the new API also introducing a standardized, IETF-draft-based rate-limiting header system.

PPC Land

Dreamdata adds MCP server so Claude and ChatGPT cannot alter its B2B numbers

Dreamdata launched Dreamdata AI, a suite of three products (Analytics Agent, MCP Server, and Data Warehouse export) built on a governed semantic layer that lets marketers query B2B attribution data through LLMs like Claude and ChatGPT without the AI recalculating figures itself. The launch responds to documented trust gaps in AI-generated analytics and growing MCP adoption across ad platforms like Google, Amazon, Meta, and HubSpot.

PPC Land

ChatGPT ads pass $1bn run rate as financial services spend triples

ChatGPT's ad business hit a $1 billion annualized revenue run rate in under 200 days, according to Sensor Tower, driven by rising ad density (up 163% April-August 2026) and a sharp shift in advertiser mix. Financial services spend jumped from a single top-100 advertiser in April to four of the top ten spenders by August, while shopping and retail's share fell from 37% to 21%.

PPC Land

Council of Europe drafts privacy rules for AI chatbots and agents

The Council of Europe's Convention 108 Committee is advancing draft guidelines interpreting how its 1981 privacy treaty applies to LLM-based systems and AI agents, with Bureau review scheduled for September 2026 and full adoption targeted for November. The guidelines set lifecycle-based privacy expectations covering training data memorization, agentic system permissions, memory features, and cross-border data flows, drawing on prior EDPB work and stakeholder interviews revealing immature privacy practices across the AI industry.