Elicit

Elicit is built for the workflow of systematic and exploratory literature review rather than general question answering. It retrieves academic papers semantically, summarizes them and extracts structured fields into tables that can be exported.

Compared with Consensus, which focuses on returning a quick evidence-based answer to a question, Elicit is oriented toward analysis across many papers. Its column-based extraction makes it more useful for comparing methodologies, populations and results at scale.

Pricing starts free, with Plus at $12/mo and higher tiers for heavier use. The main limitations are database coverage, which is uneven outside well-indexed fields, and the need to validate extractions. For researchers who spend significant time on evidence synthesis, the efficiency gain is substantial.