Buyer research behavior

A recurring theme inside Feature Launch signals for Marketing Automation. Explore real examples and the stored reasons behind this classification.

Marketing Automation · Feature Launch · 1 signals | ▲ 100% in last 30 days

Buyers conduct extensive pre-purchase research and form vendor preferences early.

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.

Factors.ai · 2026-02-19

Gist: Cited research shows buyers arrive to sales calls increasingly informed (80% in 2026), so tracking pre-demo signals like LinkedIn engagement, intent, and review activity is critical to contextual outreach.

Signal reason: Describes product capability to aggregate engagement and intent signals

Source