Consensus alternatives
10 tools that do a similar job to Consensus in data & research.
Alternatives listed
10
Free options
1
Open source
None
Free picks: ResearchRabbit.
The alternatives
Perplexity
Free plan
Answer engine that cites its sources instead of guessing.
Connected Papers
Free plan
Visual graph of what a paper cites and what cites it.
Elicit
Free plan
Literature review across research papers, with extracted findings.
NotebookLM
Free plan
Grounded Q&A over your own documents, with audio overviews.
ResearchRabbit
Free
Maps citation networks so you can see a field's shape.
scite
Paid
Shows whether later papers supported or contradicted a claim.
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.
Deepnote
Free plan
Collaborative notebooks with an AI analyst alongside the cells.
Exa
Free plan
Search API built for agents rather than for humans.
Side by side
| Tool | Pricing | What it's for |
|---|---|---|
| Consensus (current) | Free plan | Search engine that answers from peer-reviewed studies. |
| Perplexity | Free plan | Answer engine that cites its sources instead of guessing. |
| Connected Papers | Free plan | Visual graph of what a paper cites and what cites it. |
| Elicit | Free plan | Literature review across research papers, with extracted findings. |
| NotebookLM | Free plan | Grounded Q&A over your own documents, with audio overviews. |
| ResearchRabbit | Free | Maps citation networks so you can see a field's shape. |
| scite | Paid | Shows whether later papers supported or contradicted a claim. |
| 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. |
| Deepnote | Free plan | Collaborative notebooks with an AI analyst alongside the cells. |
| Exa | Free plan | Search API built for agents rather than for humans. |
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.