Retrospective Tools
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Retrospectives· Boston, United States

Retro Rabbit

Slack-first retrospectives with async note capture

Overall score
4.4

Low activity — verify before committing

Re-checked 2026-09-01: still no changelog, release notes or blog (/blog, /changelog and /docs all 404; blog.retrorabbit.io redirects to a Ghost instance returning 503), and the homepage copy — including the 'More CarrotIQ Features Coming Soon' card, on the page since March 2025 — is byte-identical to the 15 May 2026 Internet Archive capture, with the footer still reading '© 2025 Retro Rabbit LLC'. The code is not frozen: 24 of the 25 JS bundle hashes have changed since that capture and the sitemap carries a 23 July 2026 build timestamp. Product, pricing, Stripe billing, sign-in and the Slack Marketplace app are all operational; LinkedIn lists four employees in Boston, MA.

Overview

Retro Rabbit is a Slack-native retrospective tool: the team drops notes into a Slack channel or the web app all sprint long, then runs the retro on a live synced board with drag-to-group, dot voting, a shared timer and assignable action items that carry over to the next retro. The CarrotIQ AI layer is gated to the $40/team/month Pro AI plan. Four-person vendor, Slack is the only integration, and there is still no public changelog.

Best for: Slack-centric agile teams that want retro notes captured continuously through the sprint and a lightweight live or async board — and that don't need Jira, health checks or a procurement checklist.

Retro Rabbit retrospective board shown on desktop and mobile

How Retro Rabbit describes itself

Retro Rabbit sells to teams that already live in Slack, under the headline "Agile Retrospectives That Actually Lead to Change".

"Traditional retros waste time on note-taking. With Retro Rabbit, team members add notes throughout the sprint, so you can focus on what matters: discussion and action."

The number attached to that promise is 70% of meeting time saved. Almost everything else on the page is CarrotIQ, the AI assistant that "intelligently groups your notes and suggests powerful follow-ups" — alongside a "More Features Coming Soon" card that has been sitting there since March 2025. Six competitor comparison pages position it as the modern, AI-powered switch. The target buyer is a small Slack-first squad for which Retrium or Miro would be overkill.

Our take

Retro Rabbit does one thing genuinely well: continuous capture. Notes accumulate in the Slack channel all sprint, so the board opens full rather than with five minutes of silent writing — a real fix for recency bias, not a slogan. The board is competent and unfussy: five templates plus five editable custom topics, drag-to-group with named groups, a 1–50 dot-vote budget, a shared timer, per-user anonymity, and a GIPHY picker the marketing site never mentions. Open actions carry into the next retro in an Old / Unresolved Items tab with Slack reminders — better follow-through than most tools at this price.

The gaps are structural. No health checks, no sentiment, no cross-team rollups; the only trend view is notes-per-day for one room. AI is two endpoints — a retro summary and one action-item suggestion — and the "intelligent note grouping" the site sells has no counterpart in the shipped app. Slack is the only integration, so action items never reach Jira or Azure DevOps, and there is no API, webhooks or MCP.

Right for one to a handful of Slack-first squads. Wrong for anything that has to clear procurement.

Score breakdown

Ease of Use7.5
Retro Toolkit5.5
Value8.0
Fun Factor4.5
AI & Insights4.0
Integrations2.5
Open Platform1.5
Enterprise-grade2.0

Pros

  • + Genuine Slack-first capture — notes land in the channel throughout the sprint, so the board opens full instead of starting with silent writing
  • + Board covers the basics properly: drag-to-group with editable group names, dot voting with a configurable 1–50 vote budget, a shared pause/resume timer, and a per-user anonymity toggle
  • + Action items carry forward — a dedicated Old / Unresolved Items tab plus per-room and per-person trackers, with Slack reminders to assignees
  • + A GIPHY picker on notes that the marketing site never mentions — the one bit of levity on an otherwise plain board
  • + Flat $30/team/month with unlimited users (3 teams of 8 = $90/mo), and CSV/XLSX/PDF export on every tier including Starter

Cons

  • Slack is the only integration — no Jira, Teams, Confluence, GitHub, Linear or Azure DevOps, and no public API, webhooks or MCP
  • No health checks, team radars or sentiment tracking; the only longitudinal view is a notes-per-day bar chart per room
  • AI is two calls — a per-retro summary and one action-item suggestion. The site's intelligent note grouping claim has no counterpart in the shipped web app
  • Enterprise controls are thin: SSO/SAML is Enterprise-tier only, no SCIM, no audit logs, no SOC 2 of its own, the privacy policy carries no GDPR or CCPA commitments, and the Slack Marketplace listing records has a dedicated security team: no
  • No free tier and no public changelog, from a four-person vendor whose marketing site has not changed since early 2025

Features

Retrospectives

TemplatesCustom templatesAnonymous inputRecurring retros· Team Rooms run back-to-back retros, but each one is started manually

Facilitation

Meeting timerAction itemsScreen-share modeDrag-and-drop groupingCarry over open actionsAsync mode

Voting

Independent dot votingCustom vote countVote at any timeVote on ideas inside groups

Engagement

Mobile friendly· Responsive web app; notes can also be added from Slack on mobileGIFs

AI

AI grouping / clustering· Vendor-claimed on Pro AI; no AI grouping call in the shipped web app — grouping is manual drag-and-dropAI action items· Pro AI planAI summary· Pro AI planIn-meeting AI assistant· CarrotIQ - Pro AI plan only ($40/team/mo)

Reporting

Action tracker dashboardExport formats· CSV, Excel, PDF

Enterprise

SSO / SAML· Enterprise plan only (SAML)SOC 2 Type 2· Infrastructure only (not a Retro Rabbit-level audit)Meeting historyData residency· United States (US only (AWS us-east-1, Firebase auth, Pusher us2) — no region choice offered.)

Integrations

Slack

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