Elicit

Elicit approaches academic research differently from Consensus or Perplexity. Where those tools answer questions, Elicit automates the workflow of a literature review. Upload a research question, and Elicit doesn't just find relevant papers — it extracts structured data from each one (sample size, methodology, key findings, population studied) and organizes it into a spreadsheet-like view where you can compare papers side by side. For anyone who has spent weeks manually reading and coding papers for a systematic review, this is transformative.

The column-based analysis is the killer feature. Define what data points you want extracted — "sample size," "treatment duration," "effect size," "country" — and Elicit reads through hundreds of papers and fills in the table automatically. It's not perfect (extraction accuracy depends on paper format and clarity), but it gets you 80% of the way there in minutes instead of weeks. The systematic review reports on paid plans take this further, generating structured syntheses of the evidence.

The free tier is genuinely useful — unlimited search and paper summaries across 138M+ publications. Plus at $12/mo adds systematic review capabilities and high-accuracy extraction. Pro at $49/mo is designed for professional researchers who need the full toolkit. The 17% annual billing discount brings costs down further. Elicit won't replace critical thinking about research, but it eliminates the most tedious, time-consuming parts of the process — and for academic researchers, that time savings translates directly into more and better research output.