Beyond the immediate AI automation story lies a more fundamental challenge that most agency strategies don’t yet address: the emergence of the agentic web.
The Advertising Model Crisis:
When AI agents become primary content consumers, the attention economy collapses. An AI agent scraping data for analysis has zero interest in clicking on a banner ad or being influenced by sponsored content.
The Attention Economy Paradox:
As we build more sophisticated tools to help humans navigate information overload, we simultaneously erode the economic foundation that funds information’s creation and distribution.
New KPIs for the AI Era:
| Legacy Metric (Obsolete) | New Metric (Machine Consumption) |
|---|---|
| CPM | CPC (Cost Per Crawl) |
| CPC | CPDU (Cost Per Data Used) |
| CTR | CPTO (Cost Per Task Outcome) |
| Impressions | DFP (Data Freshness Premium) |
Early Signal: Cloudflare’s cost-per-crawl model — monetizing data access frequency, volume consumed, quality, and outcome-based pricing.
This is part of a comprehensive analysis. Read the full analysis on The Business Engineer.








