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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

Glean vs. 3ngram, side by side.

capability3ngramGlean
what it isshared memory and follow-through for AI workenterprise AI search & assistant platform
targetindividuals and small teamslarge enterprises
approachMCP server inside Claude / ChatGPTstandalone workspace with proprietary search
memorytyped shared work memoryenterprise knowledge graph
follow-throughoverdue tracking, stale commitmentsnone
procurementcredit cardseat minimums, sales-led, enterprise contract
works inside Claude / ChatGPTyesno
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.

Glean is an organizational commitment. 3ngram carries your AI work forward, right now.