NotebookLM alternatives
10 tools that do a similar job to NotebookLM in data & research.
Alternatives listed
10
Free options
None
Open source
None
The alternatives
Consensus
Free plan
Search engine that answers from peer-reviewed studies.
Elicit
Free plan
Literature review across research papers, with extracted findings.
Perplexity
Free plan
Answer engine that cites its sources instead of guessing.
Apify
Free plan
Marketplace of ready-made scrapers plus a platform to run them.
Browse AI
Free plan
Point at a page, get a monitored scraper without code.
Connected Papers
Free plan
Visual graph of what a paper cites and what cites it.
Deepnote
Free plan
Collaborative notebooks with an AI analyst alongside the cells.
Exa
Free plan
Search API built for agents rather than for humans.
Firecrawl
Free plan
Turns any website into clean markdown your model can read.
Hex
Free plan
Notebooks that publish as dashboards, with AI-written SQL.
Side by side
| Tool | Pricing | What it's for |
|---|---|---|
| NotebookLM (current) | Free plan | Grounded Q&A over your own documents, with audio overviews. |
| Consensus | Free plan | Search engine that answers from peer-reviewed studies. |
| Elicit | Free plan | Literature review across research papers, with extracted findings. |
| Perplexity | Free plan | Answer engine that cites its sources instead of guessing. |
| Apify | Free plan | Marketplace of ready-made scrapers plus a platform to run them. |
| Browse AI | Free plan | Point at a page, get a monitored scraper without code. |
| Connected Papers | Free plan | Visual graph of what a paper cites and what cites it. |
| Deepnote | Free plan | Collaborative notebooks with an AI analyst alongside the cells. |
| Exa | Free plan | Search API built for agents rather than for humans. |
| Firecrawl | Free plan | Turns any website into clean markdown your model can read. |
| Hex | Free plan | Notebooks that publish as dashboards, with AI-written SQL. |
Head to head
Alternatives are matched on category and shared tags, then checked by a person. Ordering isn't for sale. Confirm pricing on each vendor's site — see the disclosure.