Agentic Advertising.
Essays on AdCP, UCP, MCP, A2A, and the shift from rules-based to reasoning-based advertising — protocols, agents, and what changes when buyer and seller agents negotiate impressions directly.
- 01Jul 2026
Business Outcomes Isn't a Number
Friday's poll asked what agents will optimize for, and 54% of 51 ballots said Business Outcomes — more than Lowest Cost and Highest ROAS combined. This essay's answer to why: Business Outcomes was never a fourth number competing with the other three. Lowest Cost, Highest ROAS, and User Satisfaction are each a single scalar an optimizer can directly maximize — and a single scalar is exactly what gets gamed. Business Outcomes can't be scalarized the same way, which is the point: the room didn't vote for a better objective function. It voted against handing the agent one at all.
- 02Jul 2026
The Loop Closed Inside the Wall
Snowflake just shipped a governed agentic loop between the warehouse and Meta — conversion signals out, campaign context back, an agent that prepares and a human who approves. It is the closest thing yet to this site's thesis running in production. It is also the exact pattern this site warned about: the loop closed, but it closed inside one walled garden, on one vendor's proprietary surfaces.
- 03Jul 2026
The Intelligence Economy
At Cannes, OpenAI declared the shift from the attention economy to the intelligence economy — and put a rate card on the answer. Six months of verified record tell a stranger story: the product is a familiar sponsored card, the price fell as the pitch rose, the minimums collapsed from $200K to zero, and every trust metric is self-reported with no referee. Meanwhile the ecosystem split seven ways on the same question: OpenAI all-in, Microsoft selling quietly, Google hedges by surface, Meta monetizes around the assistant, Grok announces, Perplexity exited over trust, and Anthropic bought Super Bowl airtime to refuse. These aren't seven marketing strategies. They're seven objective functions — and the forecast gap between OpenAI's $2.5 billion and the category's sub-$1 billion is where the argument gets settled.
- 04Jul 2026
Measurement for Agentic Commerce
The agent doesn't click, doesn't see ads, and buys anyway. A breaks/survives/emerges triage of commerce measurement, and the instrumentation to build now.
- 05Jul 2026
Whoever Writes the Constraints Owns the Outcome
Friday's poll asked who should be accountable for an agent's decision, and the room put half its ballots on The Agent Owner, with Shared Responsibility a distant second. This essay takes that answer seriously and then sharpens it: shared responsibility is what accountability looks like before a contract assigns it. In practice, accountability follows the action space — the vendor owes enforceable rails and honest measurement, the user owes informed approval, but ownership concentrates on whoever authors the constraints the agent acts inside. Which is why my vote went to The Agent Owner, and why the fix is infrastructure, not sentiment: versioned operating rules plus an append-only decision ledger turn 'shared' from a shrug into an audit trail.
- 06Jul 2026
The Metric That Was Never About You
Friday's poll asked which marketing metric breaks first once agents become the primary buyers. This essay's answer is Attention, and for a mechanical reason: it was never a measurement of the market — it was an inference about something no one could directly observe. Reach & Frequency and Attribution make the same category error one layer removed. ROAS survives by accident, not merit. And the record that replaces all three isn't a better guess — it's the first time anyone could just read the answer instead of inferring it.
- 07Jul 2026
Adtech and Martech Were Never Two Industries. They Were Two Copies of the Customer.
Adtech versus martech was never a strategy — it was a custody arrangement: two industries built on two copies of one customer, one reaching through rented access, the other through owned relationships. The agentic CDP did not end the split; it exposed how little of it was strategic. One governed customer memory — read, written, and learned against by agents on both sides — is absorbing the operating boundary between paid and owned. Sequel to 'The Composable CDP: How Customer Data Stopped Moving.'
- 08Jul 2026
What Agents Can't Manufacture
Friday's poll asked what becomes scarce in a market run by agents. The obvious answer is the last decade's winner — the biggest data. Wrong layer. Every cycle relocates scarcity rather than abolishing it, and an agentic market makes data, compute, and distribution all self-suppliable — leaving one asset a machine is structurally incapable of minting for itself: trust.
- 09Jun 2026
Recommendation or Decision? The Veto That Doesn't Scale
Friday's poll asked when an AI recommendation becomes an AI decision. Most said 'when humans stop reviewing.' Right answer, wrong tense — in agentic ad tech that line is already behind us, and the surviving signature isn't a decision-maker, it's a name for the post-mortem.
- 10Jun 2026
The First AI-Native Fraud Isn't a Fake — It's Laundered Authority
Friday's poll asked what the first truly AI-native fraud is. The crowd answered with familiar villains. The trap was the question: the new scarcity isn't authenticity, it's accountability.
- 11Jun 2026
Notes from the Implementer Seat
What running a live AdCP signals agent teaches you that reading the spec never will.
- 12Jun 2026
Signal Containerization: The Next Abstraction Layer for Agentic Advertising
A framework for packaging buyer intent, semantic meaning, provenance, privacy policy, activation rules, and measurement logic into executable advertising signal containers.
- 13Feb 2026
Stop reading about "The Agentic Future"...
Start building it. A bi-monthly tutorial series on shipping real GTM agents in Rube, Claude, n8n.
- 14Feb 2026
AI Agents in Ads need a "Common Language"
Vector alignment as practical infrastructure — projectors, capability discovery, and the handshake between buyer and seller agents.
- 15Feb 2026
The Missing Link in Ad Tech: How UCP & AdCP Are Finally Unifying the "Alphabet Soup"
How UCP and AdCP retire ad-tech's "Tower of Babel" — Architect (intent) and Engineer (math) of the agentic stack.
- 16Dec 2025
Part 4: Why Your Campaign Reports Are Already Obsolete
From post-mortem PowerPoints to continuous learning systems. The 90-day learning lag is killing performance — and attribution theater has us making million-dollar calls on correlation dressed up as causation. Here's what changes when learning happens in milliseconds, not months.
- 17Nov 2025
Part 3: The 100-Millisecond Battlefield Where AI Makes or Breaks Campaigns
From rule-based bidding to intelligent real-time decisions. Why a luxury brand's AI refused to bid against layoff articles — and what changes when programmatic systems start to reason in 100 milliseconds instead of executing rules.
- 18Nov 2025
Part 2: The Death of the Quarterly Campaign Planning Cycle
How AI is transforming static strategies into living intelligence. A real CPG case found $3M in incremental revenue from a behavioral pattern no human would ever connect — and the campaign-planning era that made it possible is over.
- 19Nov 2025
Four Article Series: The Agentic Transformation of Digital Advertising
Part 1 of 4. The quiet revolution from tools that execute to systems that think — and the human role that survives it.
- 20Nov 2025
AdCP: The Open Standard for Agentic Advertising
Connect once. Operate anywhere.
- 21Sep 2025
Embeddings: The Next Frontier in Advertising?
Dense numerical representations as the post-ID connective tissue — lookalikes, contextual targeting, cross-media without identifiers.
- 22Apr 2025
Blending Freytag’s Pyramid and Plutchik’s Wheel with MCP and Agentic AI
Narrative structure × emotional resonance × autonomous agents. How story-aware ads replace impression-level metrics.
- 23Apr 2025
MCP. A2A. OMG. The New ABCs of Advertising AI
Model Context Protocol meets Agent-to-Agent. How AIs talk to tools and each other to ship DCO at machine speed.
From writing to engagements.
The thinking on this page shows up in the vertical playbooks below — abstracted from real client engagements.
- Gaming
Game advertising is now a scaled media channel — not a niche buy. Translating that into Americas GTM.
View playbook → - Mobile App Growth & In-App Programmatic
App-first DSPs and mobile growth platforms turning existing US demand into a focused, lean commercial engine — not a cold market entry.
View playbook → - Growth Operating System
Operating model for aligning marketing, sales, data, and customer feedback into one revenue system for scale-up growth.
View playbook → - Retention & Expansion
Post-sale operating system for retention, expansion, renewal confidence, churn prevention, and Net Dollar Retention (NDR). It turns reactive renewal management into a designed expansion motion — customer health, expansion triggers, and a board-grade NDR number.
View playbook →