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NotebookLM vs ClickUp

A feature-by-feature comparison of NotebookLM and ClickUp across 7 capability categories.

First tool

Try NotebookLM (opens in a new tab)

Second tool

Try ClickUp (opens in a new tab)

Modalities — NotebookLM Wins

Modalities: NotebookLM compared with ClickUp
Feature	NotebookLM	ClickUp
Text Input	Yes, requires free plan. Chat with a notebook to get answers grounded in your uploaded sources.	Yes, requires free plan. Chat, docs, tasks, and Brain² take natural language. Free forever is advertised.
Image Upload / Vision	Yes, requires free plan. Help documents Gemini Notebook working across text, graphs, and images, and accepting Google Slides and other visual sources.	Unknown. Whiteboards/clips exist. Vision on Brain² was not specified.
Image Generation	Yes, requires plus plan. Studio can produce infographics and slide decks from sources. Google AI Plus/Pro raise those generation limits; it is not a general art model.	No. You can attach images. ClickUp is not an image model.
Voice Mode	Partial. Audio Overviews have an Interactive Mode (beta, English) where you can join the hosts. That is not a full duplex voice chat with the notebook.	Unknown. AI Notetaker and voice notes are named. A two-way voice loop was not documented.
Video Understanding	Yes, requires free plan. Public YouTube URLs are a supported source type. Video Overviews are a separate studio output with plan limits.	Unknown. Clips exist. Video-as-vision was not specified.
Video Generation	No. Not a video generation product.	No. Not a video generation product.
File Upload (PDF, DOCX)	Yes, requires free plan. PDFs, Google Docs, Google Slides, ePub, copied text, and Drive sources are documented. Pro raises the per-notebook source cap (up to 300).	Yes, requires free plan. Docs, attachments, and connected Drive/GitHub.
Code Execution	Yes, requires pro plan. A secure cloud computer can write and run code in the notebook. Google says Ultra and some Workspace tiers have it now; Pro on the web is rolling out.	Partial. Codegen Agent is advertised. That is agent code, not a user Python sandbox in chat.
Audio Input	Yes, requires free plan. Audio files are a documented source type. Audio Overviews are generated output, not just playback of uploads.	Partial. AI Notetaker and PRD-from-voice-notes are advertised.
Canvas / Artifact Editor	Yes, requires free plan. Studio transforms sources into study guides, briefings, mind maps, slides, and reports — a dedicated output canvas beside chat.	Unknown. Overlapping columns disagreed (yes vs partial); left unverified rather than copying a no.
Screen Sharing / Computer Use	No. No computer-use / screen-control product. You add sources, you do not hand over the desktop.	No. No computer-use desktop takeover.

Memory & Context — ClickUp Wins

Memory & Context: NotebookLM compared with ClickUp
Feature	NotebookLM	ClickUp
Persistent Memory	Partial. Sources and chats persist inside a notebook. There is no global cross-notebook user-memory profile like ChatGPT Memory.	Yes, requires free plan. Brain²: infinite memory of tasks, docs, tone, and preferences. Multiplayer AI shares team context.
Large Context Window	Unknown. Google publishes source-count limits, not a token window for Gemini Notebook chat.	Unknown. No token window is published. Brain² “picks the best model”.
Custom Instructions	Unknown. A global custom-instructions setting was not confirmed in the help articles checked.	Yes, requires free plan. Personality, sprint methods, and preference memory are the instruction layer.
Conversation History	Yes, requires free plan. Notebooks persist. Cross-app sync keeps the same notebook in the Gemini app and the standalone product.	Yes, requires free plan. Chat, comments, and docs persist.

Integrations — ClickUp Wins

Integrations: NotebookLM compared with ClickUp
Feature	NotebookLM	ClickUp
Web Search / Browsing	Yes, requires free plan. Discover sources via Fast Research (web or Drive) and Gemini Deep Research inside Notebook, which can browse many sites and import the report.	Yes, requires plus plan. Brain² “checks your workspace, apps, and the web.”
Plugins / Extensions	No. No third-party plugin marketplace. Sources and Google apps are the integration surface.	Yes, requires free plan. 100+ products, GitHub/Figma/Salesforce, MCP, automations.
API Access	No. Gemini Notebook is a consumer/Workspace product. There is no public NotebookLM generate API documented in the help center.	Yes, requires plus plan. API calls are listed among product capabilities.
Zapier Integration	Unknown. No first-party Gemini Notebook Zapier app was checked.	Unknown. Integrations exist. A first-party Zapier listing was not checked.
Custom GPTs / Bots	No. You do not publish Custom GPT-style bots. A notebook is a private (or shared) source collection.	Yes, requires free plan. Build your own agent; Super Agent 24/7.
Real-time Collaboration	Partial. Notebooks can be shared. Upgrade help says sharing does not change another collaborator’s source limit. Live multiplayer cursor editing is not documented.	Yes, requires free plan. Multiplayer AI and shared workspace.
Live Social Data Integration	No. Not a live social-firehose product. You can add public web/YouTube URLs as sources.	No. No live social firehose.
Live Citation Mapping	Yes, requires free plan. Chat answers include in-line citations back to the notebook sources.	No. Not a cited-search product.

Developer — ClickUp Wins

Developer: NotebookLM compared with ClickUp
Feature	NotebookLM	ClickUp
Function Calling	Partial. The secure cloud computer can produce files (CSV, JSON, code). That is not a developer tool-calling API for third-party functions.	Yes, requires free plan. Agents with 500+ tool superpowers and MCP.
Streaming Responses	Unknown. Chat streams in the UI, but token streaming is not documented as a product guarantee.	Unknown. Not specified on the homepage.
Fine-Tuning	No. You ground on sources. There is no custom-weight training product.	No. Uses GPT/Claude/Gemini. ClickUp does not train those weights.
Embeddings API	No. Not an embeddings API. Retrieval stays inside the notebook.	No. Not an embeddings vendor.
Structured Output (JSON)	Partial. Cloud-computer outputs can include CSV and JSON. Everyday chat is cited prose, not a JSON-schema API.	Partial. Tasks, custom fields, dashboards. Not JSON-schema chat.
Reasoning / Thinking Mode	Unknown. Overlapping columns disagreed (yes vs partial); left unverified rather than copying a no.	Partial. Brain² picks frontier models. Not a user Deep Think toggle.
Local Execution	No. The new “cloud computer” is hosted by Google, not a local runtime.	No. Cloud SaaS.
Open Weights	No. Closed Gemini models.	No. Closed product wrapping frontier APIs.
Multi-Agent Orchestration	Partial. Deep Research is an agentic researcher. It is not a general multi-agent SDK.	Yes, requires plus plan. Intake, Assign, PM, Live Answers agents and more.

Platforms — ClickUp Wins

Platforms: NotebookLM compared with ClickUp
Feature	NotebookLM	ClickUp
Web App	Yes, requires free plan. Standalone app at notebooklm.google.com / notebooklm.google.	Yes, requires free plan. clickup.com.
iOS App	Yes, requires free plan. Google AI Pro help lists Gemini Notebook on web, iOS, and Android.	Yes, requires free plan. Native iOS listed.
Android App	Yes, requires free plan. Official Android app help: phones and tablets, Android 10+, Audio Overviews, share-to-notebook from the device.	Yes, requires free plan. Native Android listed.
Desktop App	No. Desktop use is the browser. No native Gemini Notebook desktop client is documented.	Yes, requires free plan. macOS and Windows listed.
Chrome Extension	Unknown. Not documented as a Chrome Web Store extension in the help articles checked.	Unknown. Not confirmed on the homepage.

Privacy — ClickUp Wins

Privacy: NotebookLM compared with ClickUp
Feature	NotebookLM	ClickUp
GDPR Compliant	Unknown. Needs a current Google DPA read for Gemini Notebook specifically.	Unknown. SOC 2 Type II is claimed. A GDPR statement was not isolated on the homepage.
Opt Out of Data Training	Unknown. Workspace/admin controls exist at Google generally; a Notebook-specific training opt-out was not checked here.	Yes, requires free plan. Homepage: agreements ensure zero data training and retention on all third-party model providers.
Enterprise Privacy Mode	Yes, requires enterprise plan. Workspace business and Education accounts can use Gemini Notebook when an admin enables it. Ultra Access / AI Expanded Access get the cloud computer first.	Yes, requires enterprise plan. SSO, SOC 2 Type II, 24/7 support. Seat dollars were not extracted.

Workspaces — Tie

Workspaces: NotebookLM compared with ClickUp
Feature	NotebookLM	ClickUp
Projects / Folders	Yes, requires free plan. Each notebook is a project with its own sources. Auto-label kicks in at 5+ sources.	Yes, requires free plan. Spaces, folders, lists, and projects.