# rayyan.ai > AI-optimized mirror of rayyan.ai containing 50 pages totalling 19,669 words of clean markdown content, structured data, and semantic HTML. Original source: https://rayyan.ai. Last updated: 2026-09-01T07:25:34.129Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [AI-Powered Systematic Review & Literature Review Platform](/content/site-root.html): 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! (484 words) ## Articles & Blog Posts - [experience-the-all-new-rayyan-mobile-app-and-unlock-the-full-potential-of-productivity.html](/content/experience-the-all-new-rayyan-mobile-app-and-unlock-the-full-potential-of-productivity.html) (437 words) - [Rayyan’s PRISMA 2020 Flowchart – Ensuring Transparency, Reproducibility, and Quality](/content/post/rayyans-prisma-2020-flowchart-ensuring-transparency-reproducibility-and-quality.html): Creating a PRISMA diagram on Rayyan is very simple and efficient. Rayyan's PRISMA 2020 Flowchart ensures transparency, reproducibility, and quality assurance. (820 words) - [Choosing the Appropriate Type of Literature Review](/content/post/choosing-the-appropriate-type-of-literature-review/index.html): Selecting the appropriate type of literature review for your research project can significantly impact the quality and usefulness of your findings (1,232 words) - [Rayyan Enterprise and Teams+: An Impactful AI Solution for Organizations and Research Teams](/content/post/rayyan-enterprise-and-teams-an-impactful-ai-solution-for-organizations-and-research-teams.html): The article delves into Rayyan Enterprise and Teams+ Plans, as being carefully designed for an overarching benefit across an entire organization or teams. (515 words) - [How to use Rayyan’s Help Center to get all my answers?](/content/post/how-to-use-rayyans-help-center-to-get-all-my-answers.html): Rayyan’s Help Center organizes knowledge, supports your efficiency, and keeps your productivity intact. We want to ensure that you readily receive all your answers without having to wait for most common queries, especially if you’re new to Rayyan. (676 words) - [What’s New in Rayyan – January 2023](/content/post/whats-new-in-rayyan-january-2023/index.html): Have you Created a PRISMA Flowchart in Rayyan? Rayyan allows you to easily create a PRISMA flow diagram.… (597 words) - [Completing Data Extraction in Rayyan](/content/post/completing-data-extraction-in-rayyan/index.html): Rayyan’s Data Extraction stage brings data collection directly into the heart of your systematic review workflow, eliminating the need to juggle external…‍ (579 words) - [Features and Benefits of Rayyan to Boost your Productivity](/content/post/features-and-benefits-of-rayyan-to-boost-your-productivity.html): We understand that completing literature reviews and systematic reviews is time consuming for you! That’s why at Rayyan… (398 words) - [What’s New in MeSH 2025: Key Updates and Impacts for PubMed Searching](/content/post/whats-new-in-mesh-2025-key-updates-and-impacts-for-pubmed-searching.html): Rayyan makes use of MeSH to enrich reference article topics, assist in identifying relevant articles, predicting inclusion, supporting study design classification and presenting publication types as they are reported by PubMed. Learn the impact of the latest updates on searching for literature. (655 words) - [Achieving Digital Accessibility in Research and Academic Organizations](/content/post/achieving-digital-accessibility-in-research-and-academic-organizations.html): In an era where knowledge and innovation drive progress, it is imperative that research and academic institutions lead the way in creating an inclusive digital landscape. (542 words) - [Open Data Sharing with Rayyan](/content/post/open-data-sharing-with-rayyan/index.html): Rayyan complies to NIH Data Management and Sharing Policy, to help you effortlessly share scientific data and thereby accelerate biomedical research discovery. (579 words) - [Rayyan Data Extraction: From Manual to Fully Automated Insights](/content/post/rayyan-data-extraction-from-manual-to-fully-automated-insights-ek3qo.html): Rayyan Data Extraction allows you to create custom tables and forms, capture structured answers from your PDFs, and track completion status across your team — all inside the Rayyan platform. (389 words) - [Say Hello to the Future with the All New Rayyan!](/content/post/say-hello-to-the-future-with-the-all-new-rayyan/index.html): We took all your brilliant suggestions that YOU wanted for a better systematic literature review experience and introduced a fresh, improved look - the all-new Rayyan! (191 words) - [Random Sampling in Systematic Literature Reviews as a Best Practice](/content/post/random-sampling-in-systematic-literature-reviews-as-a-best-practice-anvh8.html): Incorporating random sampling in systematic literature reviews has never been more important. In this article, we discuss major… (453 words) - [Experience the All New Rayyan Mobile App and Unlock the Full Potential of Your Productivity](/content/post/experience-the-all-new-rayyan-mobile-app-and-unlock-the-full-potential-of-your-productivity.html): Unlock the full potential of productivity with the cutting-edge, all-new Rayyan Mobile App. Collaborate and streamline your workflow, online and offline. (437 words) - [How to use Rayyan’s Help Center](/content/post/how-to-use-rayyans-help-center/index.html): Rayyan’s Help Center organizes knowledge, supports your efficiency, and keeps your productivity intact. We want to ensure that you readily receive all your answers without having to wait for most common queries, especially if you’re new to Rayyan. (278 words) - [How to Screen Articles Using AI Agents in Rayyan](/content/post/how-to-screen-articles-using-ai-agents-in-rayyan/index.html): Rayyan offers a very powerful capability that reduces the time it takes to screen references down to just a few seconds. (315 words) - [Rayyan Systems Appoints Ray Peru as Sales Director](/content/post/rayyan-systems-appoints-ray-peru-as-sales-director/index.html): Rayyan Systems, a leading provider of innovative solutions for evidence synthesis, is pleased to announce the appointment of Ray Peru as Sales Director for the Americas. In his new role, Peru will spearhead sales efforts to serve more research organizations. (373 words) - [Rayyan Wishes you a Happy New Year!](/content/post/rayyan-wishes-you-a-happy-new-year/index.html): As we enter the new year, I want to take a moment to express my gratitude for your continued support and engagement with our platform. Your work and research are the foundation of our mission, and we are deeply committed to supporting you in your efforts. (193 words) - [Using Mendeley and Rayyan Seamlessly for Systematic Reviews and Literature Reviews](/content/post/using-mendeley-and-rayyan-seamlessly-for-systematic-reviews-and-literature-reviews.html): We have integrated Mendeley and Rayyan to provide you with an efficient way to manage your references for your literature reviews and systematic reviews. (226 words) - [Blog](/content/blog/index.html) (781 words) - [subscriptions/new/index.html](/content/subscriptions/new/index.html) (710 words) - [Rayyan browser compatibility check](/content/check/index.html) (45 words) - [Risk Of Bias (RoB)](/content/risk-of-bias/index.html): Eliminate duplicate references automatically. Use Rayyan’s #1 ranked deduplication engine to detect and resolve duplicates with AI accuracy and customizable rules. (664 words) - [Systematic Review iOS & Android App | Screen Research on the Go](/content/rayyan-mobile-app/index.html): Take your systematic reviews anywhere. Use the Rayyan Mobile App to screen with intuitive swipe gestures, work offline, and sync decisions across all devices instantly. (616 words) - [Randomized Data Sampling for Unbiased Systematic Reviews](/content/sampling/index.html): Eliminate selection bias with true randomized data sampling. Generate unbiased subsets by percentage or count to distribute work fairly across your research team. (614 words) - [Systematic Review Screening Tool - Rayyan Workbench](/content/workbench/index.html): Automate your literature review with Rayyan’s Workbench. Features 20+ screening facets, blinded collaboration tools, and PICO-based filtering for evidence-based research. (348 words) - [Enterprise](/content/enterprise/index.html): 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! (486 words) - [PICO Framework for Systematic Reviews | AI-Powered Detection](/content/pico-framework/index.html): Accelerate screening with AI-powered PICO detection. Automatically surface key study components using NLP to filter irrelevant articles and focus on the evidence that matters. (221 words) - [Systematic Review Data Extraction Software | AI-Powered](/content/data-extraction/index.html): Automate data extraction with AI and human verification. Create custom extraction forms, extract data from PDFs, and maintain a full audit trail back to source studies. (272 words) - [cite](/content/cite/index.html) (140 words) - [Rayyan](/content/users/sign_up/index.html) (698 words) - [Systematic Review Deduplication Software | Rayyan Auto-Resolver](/content/systematic-auto-resolver/index.html): Eliminate duplicate references automatically. Use Rayyan’s #1 ranked deduplication engine to detect and resolve duplicates with AI accuracy and customizable rules. (588 words) - [AI Data Extraction & Literature Analysis Tool | ResearchPilot™](/content/researchpilot/index.html): Add AI agents to your review protocol with ResearchPilot™. Automate article screening, get AI-generated inclusion reasoning, and perform structured data extraction at scale. (560 words) - [Rayyan Pricing | Choose the Best Plan for Your Research Team](/content/pricing/index.html): Find the right Rayyan plan — from free individual accounts to Academic, Business, and Enterprise institutional licenses. Flexible billing, cancel anytime. (354 words) - [Scalable Research Data Integration | Rayyan API for Enterprise](/content/api-access/index.html): Solve the challenge of high-volume data. Use the Rayyan API to batch process datasets, reduce human error through automation, and connect review data with your internal systems. (215 words) - [Rayyan Accessibility | Support & Feedback](/content/accessibility/index.html): Rayyan is committed to digital equality. View our software conformance reports (VPAT) and learn about our adherence to WCAG 2.2 AA, Section 508, and EN 301 549 standards. (361 words) ## Listings & Categories - [Rayyan.ai](/content/author/robert-ayan/index.html) (700 words) - [Rayyan.ai](/content/category/product-updates/index.html) (195 words) - [Rayyan.ai](/content/category/help-center/index.html) (133 words) - [Rayyan.ai](/content/category/methods/index.html) (162 words) - [Rayyan.ai](/content/category/how-to/index.html) (54 words) - [Rayyan.ai](/content/category/data-extraction/index.html) (67 words) - [Rayyan.ai](/content/category/newsletter/index.html) (73 words) - [Rayyan.ai](/content/category/about-rayyan/index.html) (68 words) - [Rayyan.ai](/content/category/literature-searches/index.html) (49 words) - [Rayyan.ai](/content/category/company-news/index.html) (46 words) - [Rayyan.ai](/content/category/letter-from-the-ceo/index.html) (54 words) - [Rayyan.ai](/content/category/uncategorized/index.html) (26 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/robots.txt): Crawler directives - [AgentSite Network](https://agentsite.network/network.html): Public index of AgentSites and their machine-readable resources