NotebookLM

by Google

AI-powered research assistant built on Gemini 3 that transforms sources into structured insights, audio podcasts, mind maps, and collaborative notebooks

See https://notebooklm.google.com

Features

AI Foundation:

  • Built on Gemini 3 (Flash variant) with improved reasoning and multimodal understanding
  • Grounds all responses in user-uploaded sources with citations and relevant quotes
  • Becomes an expert on your specific materials

Content Generation Outputs:

  • Audio Overview: AI-generated podcast discussions with customizable formats (Brief, Critique, Debate)
  • Video Overview: Visual content from sources
  • Mind Maps: Interactive exploration of complex topics and connections (added March 2025)
  • Data Tables: Structured tables synthesized from sources, exportable to Google Sheets (December 2025)
  • Reports: Tailored summaries and analysis
  • Flashcards & Quizzes: Learning aids generated from documents
  • Infographics: Visual representations of information
  • Slide Decks: Presentation materials from sources
  • Learning Guide: Comprehensive study assistance

Source Support:

  • Google Docs, Google Slides, Google Sheets
  • Microsoft Word documents
  • PDF files
  • Images
  • Web links and URLs
  • YouTube videos
  • Meeting transcripts
  • Research papers

Collaboration:

  • Real-time collaboration like Google Docs
  • Invite viewers or editors
  • Share notebooks across teams
  • Integration with Canvas by Instructure, PowerSchool Schoology Learning
  • Google Classroom integration for educators

Customization:

  • Chat customization expanded from 500 to 10,000 characters
  • Create detailed AI personas and custom instructions
  • Audio Overview customization with text prompts
  • Multiple audio formats: Brief, Critique, Debate

Platform Access:

  • Web interface
  • Mobile apps (Android and iOS)
  • Deep Research integration (Gemini feature)

Superpowers

NotebookLM stands out with its source-grounded AI and audio generation capabilities, making it ideal for:

  • Researchers and academics synthesizing complex materials into structured insights with citations
  • Students converting study materials into engaging audio discussions and flashcards
  • Educators creating class materials, quizzes, and collaborative assignments
  • Content creators generating podcast scripts and audio content from research notes
  • Professionals digesting reports, meeting transcripts, and documents while multitasking
  • Teams collaborating on shared knowledge bases with AI-powered analysis

Real-world applications:

  • Convert textbook chapters into audio discussions for commute learning
  • Generate structured data tables from unstructured research documents
  • Create interactive mind maps to explore complex project connections
  • Build collaborative notebooks for team research and knowledge sharing
  • Produce flashcards and quizzes from course materials
  • Transform blog posts into podcast-style audio summaries

Key advantages:

  • All outputs grounded in user sources (reduces hallucinations)
  • Audio Overviews use SoundStorm for natural conversational quality
  • Powered by long-context Gemini 1.5 Pro LLM
  • Free tier available for any Google account
  • Mobile-first with iOS/Android apps
  • Seamless Google Workspace integration

Pricing

Free Tier:

  • Available to any Google account
  • Core features included
  • Usage limits apply
  • Basic Audio Overview, chat, and content generation

NotebookLM Plus ($19.99/month):

  • Bundled in Google AI Pro subscription
  • Higher usage limits
  • Advanced features
  • No advertisements

Education Integration:

  • Free for educators using Canvas, Schoology, or Google Classroom
  • Create and assign notebooks directly from LMS

Audio Overview Details

How It Works:

  1. Upload sources (PDFs, links, videos, documents)
  2. Click “Generate Audio Overview”
  3. AI creates outline, revises, generates detailed script, critiques
  4. SoundStorm converts script into natural two-host conversation
  5. Generation typically takes a couple minutes

Formats:

  • Brief: Quick summary discussion
  • Critique: Critical analysis with multiple perspectives
  • Debate: Opposing viewpoints on source material

Technical:

  • Powered by Gemini 1.5 Pro (long-context LLM)
  • SoundStorm audio synthesis for natural voices
  • Currently English-only
  • May introduce occasional inaccuracies
  • Cannot interrupt hosts during playback

Customization:

  • Add text prompts to guide discussion focus
  • Specify topics to emphasize or skip
  • Control tone and depth of conversation

Use Cases

Education:

  • Convert lecture notes into audio study materials
  • Generate quizzes and flashcards from textbooks
  • Create Learning Guides for complex subjects
  • Build collaborative class notebooks

Research:

  • Organize multiple papers into structured insights
  • Generate mind maps of research connections
  • Extract data tables from reports
  • Cite sources automatically in summaries

Content Creation:

  • Transform research into podcast scripts
  • Generate audio summaries for blog bonus content
  • Create social media audio snippets
  • Develop presentation slides from notes

Professional:

  • Digest meeting transcripts on the go
  • Analyze sales documents and reports
  • Create team knowledge bases
  • Generate executive summaries

Sources