TOPIC GUIDE
AI research and literature tools
Consensus, Elicit, SciSpace, Scite, ResearchRabbit, Liner and Gemini Notebook for finding, reading and checking research.
- products
- 9
- things to compare
- 3
- updated
- 2026-10-02
Research tools help at different stages: finding papers, reading and summarizing them, and checking whether a claim is supported. The ones built for academic work search scholarly databases and cite sources line by line, which matters more than fluent answers.
What to compare
- Check which databases each tool searches and whether it links every claim to a source.
- Verify a few answers against the original papers before relying on the tool.
- Compare free-plan limits on searches, reports and file uploads.
This is a focused selection, not an exhaustive ranking. See each profile for evidence and review scope.
Projects to explore
Consensus
An AI academic search engine for finding, organizing and analyzing peer-reviewed literature.
Read the project profile
Elicit
An AI research assistant that helps synthesize evidence, map a field, design experiments and draft proposals.
Read the project profile
SciSpace
An AI research assistant for finding papers, chatting with PDFs, running literature reviews and drafting with citations.
Read the project profile
Scite
AI research search over 300M+ scholarly articles that shows whether citations support or dispute a claim.
Read the project profile
ResearchRabbit
A literature review tool that finds related papers, builds citation maps and tracks research topics; part of Litmaps.
Read the project profile
Liner
AI search and research agents for professionals, with line-by-line citations, academic paper research and writing help.
Read the project profile
Gemini Notebook
Google's AI research tool, formerly NotebookLM, that analyzes the sources you provide and helps you understand them.
Read the project profile
Perplexity
An AI search product that combines web retrieval with conversational answers and links to supporting sources.
Read the project profile
Julius AI
An AI data analyst that works with spreadsheets, CSV files and connected data to run analysis, build charts and produce reports.
Read the project profile