Insight records 2,761 monthly visits with -2.7% month-over-month growth and Free pricing. Rayyan records 1,116,437 monthly visits with +7.9% growth and Freemium pricing.
AI research assistant for medical literature, hypotheses, and study design
AI-assisted systematic review software for screening, extraction, and evidence synthesis at scale
| Dimension / Metric | | |
|---|---|---|
| Official Domain | insightai.dev | rayyan.ai |
| Pricing Model | Free | Freemium |
| Monthly Visits | 2.76K (2,761) | 1.12M (1,116,437) |
| MoM Traffic Delta | -78 (-2.7%) | +81.92K (+7.9%) |
| Primary Market & Share | 🇺🇸 United States (100%) | 🇺🇸 United States (18%) |
| Direct Visits / mo | 1.09K | 677.88K |
| User Rating | 4.4 | 4.5 |
| Supported Platforms | Website | Website |
AI research assistant for medical literature, hypotheses, and study design
Searches over 36 million peer-reviewed biomedical articles across roughly 30,000 journals and condenses findings into readable summaries.
Turns a research question into candidate hypotheses to explore, saving the blank-page phase of a study.
Drafts experimental designs that can be exported as a PDF report for review or planning.
Integrates MyGene and MyVariant for gene and mutation lookups across millions of genes and human variants.
AI-assisted systematic review software for screening, extraction, and evidence synthesis at scale
The Systematic Auto-Resolver deduplicates up to 200,000 references using your own inclusion and exclusion protocol with one click.
ResearchPilot delivers zero-shot relevance ratings, an AI Analyzer, an AI Reviewer, and auto-extraction to speed up search, screening, and data capture.
Work through title, abstract, and full-text screening with inclusion and exclusion tagging, conflict resolution, and blinded reviewer modes.
Capture structured study data with configurable extraction fields, apply PICO frameworks, and export results with auto-generated PRISMA diagrams.
Free / Open-sourceProvides a completely free and open academic search database, but lacks collaborative literature review screening tools.
Free / Open-sourceProvides a completely free and open academic search database, but lacks collaborative literature review screening tools.
SpecialistGreat for finding scientific agreement and evidence-backed answers, but lacks dedicated screening queues and systematic review extraction forms.
SpecialistGreat for finding scientific agreement and evidence-backed answers, but lacks dedicated screening queues and systematic review extraction forms.
SpecialistExcellent for reading, chatting with, and summarizing individual papers, but less structured for multi-reviewer systematic review screening.
SpecialistExcellent for reading, chatting with, and summarizing individual papers, but less structured for multi-reviewer systematic review screening.
Stronger automated data extraction and evidence synthesis from papers, but less focused on collaborative title and abstract screening workflows.
Stronger automated data extraction and evidence synthesis from papers, but less focused on collaborative title and abstract screening workflows.
SpecialistOffers powerful citation analysis and smart citation metrics, but is less tailored for full PRISMA systematic review workflows.
SpecialistOffers powerful citation analysis and smart citation metrics, but is less tailored for full PRISMA systematic review workflows.
SpecialistVisualizes citation networks and paper relationships wonderfully, but lacks Rayyan's screening, tagging, and exclusion tracking features.
SpecialistVisualizes citation networks and paper relationships wonderfully, but lacks Rayyan's screening, tagging, and exclusion tracking features.
SpecialistProvides intuitive visual maps of academic literature connections, but doesn't support systematic review screening or data extraction.
SpecialistProvides intuitive visual maps of academic literature connections, but doesn't support systematic review screening or data extraction.
Guideline-directed medical answers with citations, built for clinicians
Guideline-directed medical answers with citations, built for clinicians
Provides solid literature search and reference management tools, but lacks Rayyan's specialized collaborative screening interface.
Provides solid literature search and reference management tools, but lacks Rayyan's specialized collaborative screening interface.
SpecialistSummarizes academic papers into interactive flashcards, but misses comprehensive systematic review screening pipelines.
SpecialistSummarizes academic papers into interactive flashcards, but misses comprehensive systematic review screening pipelines.
SpecialistGenerates automated summaries of academic literature, but lacks Rayyan's collaborative team screening and evidence extraction tools.
SpecialistGenerates automated summaries of academic literature, but lacks Rayyan's collaborative team screening and evidence extraction tools.
One AI agent for finding, reading and writing with real research
One AI agent for finding, reading and writing with real research
