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NotebookLM vs Make

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

First tool

Try NotebookLM (opens in a new tab)

Second tool

Try Make (opens in a new tab)

Modalities — NotebookLM Wins

Modalities: NotebookLM compared with Make
Feature	NotebookLM	Make
Text Input	Yes, requires free plan. Chat with a notebook to get answers grounded in your uploaded sources.	Yes, requires free plan. Scenario modules and AI/app steps take text and mapped fields. Directory lists Freemium.
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. Homepage timed out this round. File modules likely exist; vision was not confirmed.
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 call an image API as a module. Make itself 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.	No. Not a conversational voice product.
Video Understanding	Yes, requires free plan. Public YouTube URLs are a supported source type. Video Overviews are a separate studio output with plan limits.	No. Not a video-analysis product.
Video Generation	No. Not a video generation product.	No. Automation platform; it does not generate video itself.
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).	Unknown. Homepage timed out. File/HTTP modules are typical; not confirmed this round.
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.	Unknown. A custom-code module was not confirmed this round.
Audio Input	Yes, requires free plan. Audio files are a documented source type. Audio Overviews are generated output, not just playback of uploads.	No. Not a speech product.
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.	Yes, requires free plan. Visual scenario canvas.
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 takeover.

Memory & Context — Make Wins

Memory & Context: NotebookLM compared with Make
Feature	NotebookLM	Make
Persistent Memory	Partial. Sources and chats persist inside a notebook. There is no global cross-notebook user-memory profile like ChatGPT Memory.	Partial. Scenarios and data stores persist. That is automation state, not chat memory.
Large Context Window	Unknown. Google publishes source-count limits, not a token window for Gemini Notebook chat.	No. Operations quota, not an LLM token window.
Custom Instructions	Unknown. A global custom-instructions setting was not confirmed in the help articles checked.	Yes, requires free plan. Scenario logic, filters, and routers are the instructions.
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. Execution history of scenarios.

Integrations — Tie

Integrations: NotebookLM compared with Make
Feature	NotebookLM	Make
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.	Unknown. HTTP modules can call search APIs. Not a built-in cited search.
Plugins / Extensions	No. No third-party plugin marketplace. Sources and Google apps are the integration surface.	Yes, requires free plan. Thousands of app modules (directory heritage). Count was not re-fetched.
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. Webhooks and an API to manage scenarios are the usual Make surface. Details not re-fetched.
Zapier Integration	Unknown. No first-party Gemini Notebook Zapier app was checked.	No. Make is a Zapier alternative, not a native Zapier app.
Custom GPTs / Bots	No. You do not publish Custom GPT-style bots. A notebook is a private (or shared) source collection.	No. You build scenarios, not a GPT store.
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.	Unknown. Team editing was not confirmed this round.
Live Social Data Integration	No. Not a live social-firehose product. You can add public web/YouTube URLs as sources.	No. You can connect social apps. That is not a live sentiment 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 — Make Wins

Developer: NotebookLM compared with Make
Feature	NotebookLM	Make
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.	Partial. Modules are tools. An LLM function-calling product was not confirmed.
Streaming Responses	Unknown. Chat streams in the UI, but token streaming is not documented as a product guarantee.	No. Scenario runs are jobs, not token streams.
Fine-Tuning	No. You ground on sources. There is no custom-weight training product.	No. Make does not train foundation weights.
Embeddings API	No. Not an embeddings API. Retrieval stays inside the notebook.	No. Not an embeddings API.
Structured Output (JSON)	Partial. Cloud-computer outputs can include CSV and JSON. Everyday chat is cited prose, not a JSON-schema API.	Yes, requires free plan. Mapped JSON between modules.
Reasoning / Thinking Mode	Unknown. Overlapping columns disagreed (yes vs partial); left unverified rather than copying a no.	No. Not an LLM reasoning-mode product.
Local Execution	No. The new “cloud computer” is hosted by Google, not a local runtime.	No. Cloud SaaS, unlike self-hosted n8n.
Open Weights	No. Closed Gemini models.	No. Closed cloud product.
Multi-Agent Orchestration	Partial. Deep Research is an agentic researcher. It is not a general multi-agent SDK.	Unknown. AI/agent modules were not confirmed on a live homepage this round.

Platforms — NotebookLM Wins

Platforms: NotebookLM compared with Make
Feature	NotebookLM	Make
Web App	Yes, requires free plan. Standalone app at notebooklm.google.com / notebooklm.google.	Yes, requires free plan. make.com visual editor (cloud).
iOS App	Yes, requires free plan. Google AI Pro help lists Gemini Notebook on web, iOS, and Android.	Unknown. Not confirmed this round.
Android App	Yes, requires free plan. Official Android app help: phones and tablets, Android 10+, Audio Overviews, share-to-notebook from the device.	Unknown. Not confirmed this round.
Desktop App	No. Desktop use is the browser. No native Gemini Notebook desktop client is documented.	No. Cloud editor, not a native desktop app.
Chrome Extension	Unknown. Not documented as a Chrome Web Store extension in the help articles checked.	Unknown. Not confirmed this round.

Privacy — NotebookLM Wins

Privacy: NotebookLM compared with Make
Feature	NotebookLM	Make
GDPR Compliant	Unknown. Needs a current Google DPA read for Gemini Notebook specifically.	Unknown. Needs a current DPA read. Homepage timed out.
Opt Out of Data Training	Unknown. Workspace/admin controls exist at Google generally; a Notebook-specific training opt-out was not checked here.	Unknown. Not checked.
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.	Unknown. Enterprise plans exist in market; not confirmed this round.

Workspaces — Tie

Workspaces: NotebookLM compared with Make
Feature	NotebookLM	Make
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. Scenarios persist in the cloud.