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 resulting dashboards, follow-ups, and 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.

Luffy vs Glean

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 reports, follow-ups, research, and automations with workspace memory. Pick Glean to find things; pick Luffy to get things done.

Research notes

Published: 2026-07-18
Facts verified: 2026-07-18

The practical differences

A concise view of what each product does, where it fits, and how its pricing is presented.

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 resulting dashboards, follow-ups, and 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.