Start with the reason to change
You need another literature-search or evidence-synthesis workflow and can evaluate it on a registered question and inclusion protocol.
Current reference: Elicit profile
Alternative product fits
AI academic search
Consensus
A question-led scientific search surface is relevant to the evidence workflow.
Verify: Coverage, query interpretation, study selection, source access, and support for each conclusion.AI answer engine
Perplexity
Broader web research is required alongside or before formal literature review.
Verify: Primary-source coverage, citation entailment, date sensitivity, and separation of papers from commentary.AI research assistant
NotebookLM
The review team already has a curated source set to analyze and discuss.
Verify: Source import, permissions, citations, contradictory evidence, and missing-answer behavior.General AI assistant
Claude
A general document-analysis assistant belongs in a controlled comparison.
Verify: Source limits, traceability, extraction consistency, uncertainty handling, and expert review time.Switching checklist
- Define the allowed corpus and the authority level expected for material claims.
- Use the same dated questions and source expectations for every candidate.
- Review citation presence, source authority, entailment, coverage, and inaccessible sources separately.
- Test permission boundaries and missing-answer behavior before connecting private material.
- Keep an editorial reviewer and a recheck date for time-sensitive conclusions.
Sources checked
Open the original pages before relying on a time-sensitive product decision.