Last updated September 2026
Poke manages your day through text. Reschedule meetings. Check your calendar. Draft quick replies. iMessage, WhatsApp, Telegram. Fast, friendly, proactive.
NotebookLM analyses your documents with citations. Upload papers, reports, or notes. Ask questions. Get answers exclusively from your sources. No web. No training data. Only your documents.
Scheduling vs research. Tasks vs understanding. They're in the same "AI tool" category the way a hammer and a microscope are in the same "tool" category.
Where Poke wins
Daily convenience. Calendar, email, scheduling through messaging. NotebookLM doesn't manage your day.
Proactive. Texts you first with reminders and alerts. NotebookLM waits for you.
Friction. Texting is instant. NotebookLM requires uploading documents and crafting queries.
Where NotebookLM wins
Source-grounded research. Cited answers from your uploaded documents. Poke can't analyse documents.
Audio Overviews. Podcast-style discussions of your sources. Unique capability.
Free. NotebookLM is free. Poke Pro is $19/month.
Stability. Google-backed. Poke was acquired by Cognition.
Where Fabric fits
Fabric combines what both do. Source-grounded answers with citations from your content (like NotebookLM). Acts across connected apps including Gmail and Google Calendar (covering Poke's territory). Persistent library. Semantic search. Notes, canvas, recording, publishing, agents. $8/month.
FAQs
Are these competitors?
No. Different categories entirely. Poke manages tasks through messaging. NotebookLM analyses documents. Fabric does both in one workspace.
Which is available?
Both available now. NotebookLM is free. Poke is available (acquired by Cognition). Fabric is available with a generous free plan.
Which is free?
NotebookLM. Fabric (generous free plan). Poke has a limited free tier.
Is Poke shutting down?
Acquired by Cognition July 2026. Continues for now. Uncertain long-term.
Which has memory?
NotebookLM within notebooks (300 sources max). Poke remembers conversation preferences. Fabric has persistent memory across your entire library.
Which has citations?
NotebookLM (inline from uploaded sources). Fabric (clickable citations from your entire library). Poke provides no citations.
Which is better for students?
NotebookLM for exam prep from specific readings. Poke for schedule management. Fabric for an AI tutor across your entire course. See best AI tutor.
Can I use both?
Yes, for completely different purposes. Or use Fabric for both document understanding and task management in one workspace.
Which searches my files?
NotebookLM (within notebooks). Poke (nothing). Fabric (everything, by meaning, persistently).
Which records meetings?
Neither. Fabric records meetings bot-free with searchable transcripts.
See also: Fabric vs NotebookLM, Fabric vs Poke, Claude vs NotebookLM, best AI personal assistant.
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