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SBT Signal Digest — July 2025: AI Is Rewriting the Demand Gen Playbook, But Not How You Think

This month's digest cuts through the AI-in-marketing noise with three data-backed signals reshaping B2B demand generation in 2025. We cover the collapse of traditional MQL models under AI-assisted buying research, the quiet rise of dark fun

SBT RESEARCH Precision demand-gen · Content Library
Resource · 4 min read · August 2026 Updated 2026

SBT Signal Digest — July 2025: AI Is Rewriting the Demand Gen Playbook, But Not How You Think

SBT Research Editorial Reviewed by our editorial team

About the guide:

This month's digest cuts through the AI-in-marketing noise with three data-backed signals reshaping B2B demand generation in 2025. We cover the collapse of traditional MQL models under AI-assisted buying research, the quiet rise of dark funnel…

This month's digest cuts through the AI-in-marketing noise with three data-backed signals reshaping B2B demand generation in 2025. We cover the collapse of traditional MQL models under AI-assisted buying research, the quiet rise of dark funnel attribution tools, and why most GTM teams are over-indexing on content automation while under-investing in signal intelligence. Analyst-vetted, actionable, and deliberately short.

In this guide, you'll learn:

  • Why AI-enhanced MQL models are failing GTM teams and what intent-based alternatives are gaining traction.
  • How the saturation of AI-generated content is compressing organic reach — and where the new demand gen moat is being built.
  • What dark funnel attribution actually looks like in practice, and a low-cost starting point for teams under $50M ARR.