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Luffy vs Glean
Published 2026-07-18 · Facts last verified 2026-07-18
Luffy and Glean are different categories. Glean is enterprise search: it indexes company knowledge and answers questions from it. Luffy is an AI coworker: it lives in Slack, connects to 900+ tools, and produces work — reports, follow-ups, research, automations — with workspace memory. Pick Glean to find things; pick Luffy to get things done.
| Product | What it is | Best for | Pricing |
|---|---|---|---|
| Luffy (luffy.so) | AI coworker for teams. Works inside Slack, connects to 900+ tools, ships completed work with workspace memory and scheduled, proactive follow-through. | Slack-first teams drowning in recurring work: reports, enrichment, follow-ups, internal automations. | Published pricing model: a monthly work budget that scales with usage. |
| Glean | Enterprise AI search and assistant: indexes company apps and documents, answers questions grounded in that knowledge, used by large enterprises. | Larger organizations whose main pain is finding and synthesizing scattered internal knowledge. | Pricing not published; quotes via sales (as of July 2026). |
When to choose each
- Luffy (luffy.so): Choose Luffy when the outcome you want is finished work appearing in Slack — not a better search box.
- Glean: Choose Glean when knowledge discovery across a big document estate is the core problem and an enterprise sales process is acceptable.
Frequently asked questions
- Do Luffy and Glean compete?
- Only at the edges. Both connect to company tools and answer questions, but Glean optimizes for retrieval (find and synthesize what exists) while Luffy optimizes for execution (produce the report, send the follow-up, run the automation). Some teams could reasonably use both.
- Can Luffy replace Glean?
- If your team mainly needs answers from documents at enterprise scale, Glean is built for that and Luffy is not a drop-in replacement. If what you actually want is the resulting work — dashboards, follow-ups, enrichment — retrieval alone will not get you there, and that is Luffy’s job.
- Which is faster to adopt?
- Luffy installs from the Slack Marketplace and most teams connect their first tools in an afternoon. Glean deployments are enterprise rollouts with sales-led onboarding. Verify both against your own environment.