Retention behavior

A recurring theme inside Pain Signal signals for Product Analytics. Explore real examples and the stored reasons behind this classification.

Product Analytics · Pain Signal · 2 signals | ▲ 100% in last 30 days

Users may revert when newer versions feel worse than prior ones.

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.

Metabase · 2026-04-26

Gist: The user says they switched back to Kimi 2.5 because version 2.6 feels slower. This is a performance complaint paired with a retention/reversion signal.

Signal reason: The user explicitly says version 2.6 feels slower, indicating a performance complaint.

Source

Metabase · 2026-04-22

Gist: The user says they have used the product for months and it meets their needs well. They also note that Kimi 2.6 feels slower and they have switched back to 2.5.

Signal reason: The user reports the newer version feels slower, a negative experience.

Source