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Retrospectives · United States

Retro Rabbit

Slack-first retrospectives with async note capture

Overall score
5.6

Appears dormant — adopt with caution

No dated changelog or release notes; indexed blog posts are from 2019; site still uses a sunset Universal Analytics tag; homepage advertises CarrotIQ updates 'coming soon' without dated evidence of recent shipped changes. Product, billing and Slack app remain operational.

Overview

Retro Rabbit is a Slack-native retrospective tool that lets teams capture notes throughout the sprint with a /retro command, then runs the retro on a synced web board with voting, action items and an optional CarrotIQ AI assistant. Public update cadence appears slow — verify the product is still actively maintained before committing.

Best for: Slack-centric agile teams that want to capture retro notes continuously through the sprint and run lightweight live or async retros without leaving chat.

How Retro Rabbit describes itself

Retro Rabbit pitches itself as the retrospective tool for teams that already live in Slack. The headline framing is "Agile Retrospectives That Actually Lead to Change" — capture wins, surface issues, and take action all in one place.

"Saves 70% of meeting time by collecting notes throughout sprints."

The distinguishing claim is async-first note capture: any team member can drop a /retro note in Slack throughout the sprint so the retro itself isn't the first time anyone remembers what happened. Live retros run on a synced web board with drag-drop grouping, dot voting and assignable action items. CarrotIQ, the optional AI layer on the Pro AI plan, handles smart grouping, action-item suggestions and summaries. The target buyer is a small-to-mid agile team where Slack is the canonical workspace and a heavyweight tool would be overkill.

Our take

Retro Rabbit is a focused, opinionated Slack-native retro tool, and it's honest about that scope. The continuous-capture model genuinely solves the recency-bias problem most teams paper over with silent writing time, and the Slack /retro command is the right surface for chat-first teams. CarrotIQ on the Pro AI tier covers the table-stakes AI work — clustering, action items, summaries — without trying to be a coach.

Measured against the criteria serious agile orgs care about, though, the gaps are real. There are no health checks, team radars or longitudinal pulse tracking, and no org-level reporting or cross-team rollups. Slack is the only first-party integration: no Jira, Teams, Confluence, GitHub, Linear or Azure DevOps. Enterprise readiness is thin — SSO is Enterprise-tier only, SOC 2 is referenced at the data-center level rather than as a vendor certification, and SCIM, audit logs and a documented GDPR stance aren't published.

One caveat worth flagging: public signals of active development are quiet. The blog hasn't surfaced new posts in years, the homepage promises new CarrotIQ features "coming soon" without dated release notes, and analytics is still wired to a Universal Analytics property sunset in 2023. The product is still for sale and the site is up, but buyers should ask for a recent feature roadmap before committing.

Best fit: a Slack-first squad of one to a handful of teams that wants better-than-Miro retros without leaving chat. A poor fit for program-level rollups, regulated buyers, or anyone whose work tracker isn't Slack.

Score breakdown

Ease of Use 8.0
Retro Toolkit 6.0
Value 6.0
Fun Factor 5.0
AI & Insights 6.0
Integrations 4.0
Enterprise-grade 4.0

Pros

  • + Genuine Slack-first workflow — capture notes via /retro during the sprint, not just at retro time
  • + Reduces recency bias by collecting feedback continuously, not in a 5-minute silent write
  • + Simple, opinionated UX with drag/drop grouping and dot voting
  • + CarrotIQ AI handles grouping, action items and summaries on the Pro AI plan
  • + Per-team flat pricing scales cleanly for small squads

Cons

  • Slack is the only chat/issue-tracker integration — no Jira, Teams, Confluence, GitHub, Linear or Azure DevOps
  • No health checks, team radars or longitudinal trend reporting
  • No org-level dashboards, cross-team rollups or action kanban
  • Enterprise controls are thin: SSO is Enterprise-tier only, no SCIM, no audit logs, no documented GDPR posture
  • Per-team (not per-user) pricing can get expensive at scale across many small teams

Features

Templates Custom templates Anonymous input Recurring retros Meeting timer Action items Screen-share mode Drag-and-drop grouping Async mode Independent dot voting AI grouping / clustering* AI action items* AI summary* SSO / SAML* SOC 2 Type 2* Meeting history Uptime SLA / dedicated support*

Integrations

Slack

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