In three years, the “user” on the other side of a Google search or a marketplace query won’t be a human with a 3-second attention span. It will be an agent with a $0.05 budget and a list of requirements.
We are entering the era of the 10:1 Ratio: for every human online, ten agents will be working in the background. This 10x explosion in traffic won’t double the ad market; it will fundamentally commoditize it.
1. The 10x Traffic Multiplier
If we assume 10 agents per human, internet traffic grows by an order of magnitude. But agents don’t “browse”—they fulfill. They navigate the web through three distinct task structures:
- Hard Research (10%): Complex, high-stakes tasks where an agent seeks a specialist (A2A). The “ad” here is a real-time auction for specialized help or a “bribe” to be the chosen expert.
- Shopping (10%): The battle for the “Buy Box.” This happens in existing stores where cross-selling to an agent is a game of pure data matching.
- Organization (80%): The utility backbone. Formatting spreadsheets, syncing data, and writing code. This traffic moves through “Package Managers” where “ads” only matter about 10% of the time when a new tool or skill is needed.
2. The Google Search Paradox: 100x Impressions, 1x Value
Imagine a Google search in 2026. For every one human searching for “best insurance,” 10 agents are doing the same.
- The Human: Looks at the first 3 results.
- The Agents: Are faster and more thorough; they scan the first 100 results across ten pages.
Google can still charge brands to be included in these 100 results, but the total economic value of the transaction (the insurance policy) hasn’t changed. Therefore, the value of each individual ad “impression” shown to an agent drops to 1/10th of what is shown to a human.
3. The Math of Agentic CPMs
With the frequency of agentic requests and the purely rational nature of their decision-making, the old ad-rate models collapse.
In this new world, the agentic ad market won’t necessarily grow the total pie—it will likely add 10% in net new revenue while eating 10% of the existing human-centric market. It’s a transition from “Attention” to “Inclusion.”
The result? Effective ad rates for agents will be roughly 1/100th of human rates:
- Human CPM: $1.00 – $10.00
- Agentic CPM: $0.01 – $0.10
4. Advertising as “Compute Fuel”
Here is the “aha” moment: A $0.01 to $0.10 CPM is almost exactly the cost of a high-end LLM API call.
This means we are entering a Dense Affiliate Market. The “advertising fee” paid by a brand to reach an agent is exactly what pays for that agent’s brainpower. We are moving toward a web where agents aren’t paid for by subscriptions, but by the micro-commissions they earn from the “Package Managers” and “Marketplaces” they navigate.
Why this is a “win” for the ecosystem:
- For Platforms (Google/OpenAI): They trade high-margin “clicks” for high-volume “inclusion fees.”
- For Users: Your agents become “free” because their compute is subsidized by the brands they interact with.
- For Brands: You stop paying for “vibes” and start paying for “verified presence” in the agent’s logic chain.
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