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compare · Glean vs. 3ngram
Glean is the gold standard for enterprise knowledge search inside large organizations. if you are not a Fortune 500, it is not a realistic option — and 3ngram carries your decisions, commitments, blockers, and source context forward across the AI tools you already use.
at a glance · 7 capabilities · side by side
| capability | 3ngram | Glean |
|---|---|---|
| what it is | shared memory and follow-through for AI work | enterprise AI search & assistant platform |
| target | individuals and small teams | large enterprises |
| approach | MCP server inside Claude / ChatGPT | standalone workspace with proprietary search |
| memory | typed shared work memory | enterprise knowledge graph |
| follow-through | overdue tracking, stale commitments | none |
| procurement | credit card | seat minimums, sales-led, enterprise contract |
| works inside Claude / ChatGPT | yes | no |
when to choose · Glean
you are a large enterprise with many internal tools and a dedicated budget for AI-powered organizational knowledge management.
when to choose · 3ngram
you are an individual or small team that wants AI work carried forward across tools — decisions, commitments, blockers, and source context included — without an enterprise budget or procurement process.