Ai workflow change

A recurring theme inside ROI Value Proof signals for Marketing Automation. Explore real examples and the stored reasons behind this classification.

Marketing Automation · ROI Value Proof · 1 signals | ▲ 100% in last 30 days

Shows marketers using AI more for planning and strategic decision-making.

Themes group similar “reasons” across many signals so you can quickly spot what’s consistently driving launches, positioning shifts, conversion angles, or pain points in this space.

  • Use it for GTM: refine messaging, prioritize feature bets, or validate objections.
  • Use it for competitive intel: see which narratives and problems show up repeatedly.
  • Evidence: examples below include the stored reason (and optionally the source link).

Why this theme is showing up

Real examples with the stored reasons/explanations.

Skai · 2026-03-26

Gist: Skai publishes Q3 2025 market data showing retail media growth, higher search costs, and broader use of TikTok and Amazon DSP. The report also says marketers are shifting AI use from creative work toward strategy and planning.

Signal reason: It cites concrete metrics such as 21% retail media growth, 54% QoQ AI query growth, and platform activity totals.

Source