Rayyan
AI-assisted systematic literature reviews
Rayyan launched on January 31, 2024 with 8 votes, #1,551 of 4,437 launches that month and more than 50% of that year's launches. The site was still online in September 2026, 2 years on.
What it does
Rayyan is an AI assisted research collaboration platform and productivity tool for evidence based research and systematic literature reviews.
Join 1M+ researchers using Rayyan to accelerate systematic reviews. Automate screening, deduplication, and PICO extraction with our AI research platform. Try it for free today!
The most widely adopted evidence synthesis platform in active research use. Trusted by 1 million+ researchers at 30,000+ institutions across 190+ countries. Every decision is fully traceable, ensuring defensible, inspection-ready reviews at any stage. From inclusion criteria to final outputs, every action is visible, shared, and accountable across teams. Structured workflows, auto-generated PRISMA diagrams & complete audit trails make it easy to replicate and validate results. Seamlessly handle thousands to millions of references without compromising performance or rigor. Accelerate screening and review timelines with AI-assisted prioritization, mobile app and high-throughput workflows. An…from rayyan.ai
Does a similar job
all alternatives →



AI Peer Reviewer – Multiagent system for scientific manuscript analysis2025 · github.com · ▲108After waiting 8 months for a journal response or two months for co-author feedback that consisted of "looks good" and a single comma change, we built an AI-powered peer review system that helps researchers improve their manuscripts rapidly before submission. The system uses multiple specialized agents to analyze different aspects of scientific papers, from methodology to writing quality. Key features: 24 specialized agents analyzing sections, scientific rigor, and writing quality // Detailed feedback with actionable recommendations. // PDF report generation. //…
- RHResearch Hacker News, ArXiv & Google with Hierarchical Bayesian ModelsOct 2025 · sturdystatistics.com · ▲85
Hi Hacker News! I’m a Bayesian statistician that has been working on applying hierarchical mixture models (originally developed for genomics) to structure text data, and in the process, used these models to build (what started as a personal) tool for conducting literature reviews and deep research. My literature review process starts with a broad search to find a few key papers/groups, and from there expands along their citation networks. I needed to conduct a few rounds of literature reviews during the course of my research and decided to build a tool to facilitate this process. The…
More ai this month
the category →



Paintings by AI models: programs run through a simulation of oil paint.
AI · 26d ago · stillwet.art

FastRouter.ai▲364Route requests to the right LLM for cost, latency & quality
AI · 27d ago · fastrouter.ai
Source: Product Hunt launch ↗
Launched alongside, January 2024
the whole month →
Amie▲1,334Turn meeting notes into automated workflows. Handle meetings, summaries, todos and emails (soon) with your AI personal assistant.
Work · 2024 · amie.so



- IM
Sit in Shade - Discover the optimal seat to stay in the shade during your journey. Sit In Shade provides real-time sun exposure data and route visualization.
Life & fun · 2024 · sitinshade.com
