Systematic reviews shouldn't take two years of your career
mapped handles the entire workflow — from PICOS to manuscript — so you can focus on what the evidence actually means. Not the tools.
Dashboard
Welcome back! Your AI-powered research platform
Researchers shouldn't spend more time on process than on evidence.
The gold standard of medical evidence shouldn't require gold-plated budgets and years of manual work.
The Problem
You spend more time managing spreadsheets than analyzing evidence.
You jump between five disconnected tools just to move from search to screening.
Junior researchers stall because the methodology is opaque — no clear path forward.
By the time your review is published, the evidence landscape has already changed.
The Solution
mapped automates the manual work so you focus on what the evidence actually means.
One platform. Every step. No tool switching, no data migration, no broken workflows.
The system embeds PRISMA, Cochrane, and GRADE into every interaction — methodology guides you.
What used to take 18 months now takes weeks — without cutting a single corner on rigor.
Don't waste months on a broken idea
Validate your research question, identify gaps, and search the literature — all powered by multi-model AI before you begin.
mapped VALIDATION
8-stage scoring system with 120 points. Validates your idea against PubMed, PROSPERO, and existing reviews before you invest months of work.
Research Gap Analysis
8-dimensional gap identification across temporal, outcome, population, and methodology dimensions. Weighted scoring with strategic recommendations.
AI Literature Search
Search across 10+ databases simultaneously with AI-generated queries optimized for each database. MeSH term mapping, synonym expansion, and PRISMA compliance.
mapped VALIDATION Score
Get a publication validation score before starting. Cross-references PROSPERO registrations and existing reviews to predict viability.
Eight steps. One platform. Zero tool switching.
Every stage of the systematic review process, from research question to final manuscript, in a single integrated workflow.
Research Criteria
Define your research question with AI-assisted validation. Get your mapped VALIDATION score before you commit.
3 similar reviews currently in progress across 2 registrations
Built on methodology. Accelerated by intelligence.
Anyone can add AI to a search bar. mapped is a system designed around the science — where intelligence is embedded at every step with the guardrails that ensure methodological rigor. The result? Reviews that meet the highest standards, completed in a fraction of the time.
Methodology is the architecture
Rigorous by design
- PRISMA flow enforced at every stage
- Cochrane and GRADE frameworks built in
- RoB 2.0, ROBINS-I, NOS, QUADAS-2 integrated
- The process ensures publishable results
The right intelligence, at the right step
Orchestrated precision
- Each workflow stage has its own specialized engine
- Validation, search, screening, extraction — calibrated individually
- Not a single chatbot. A system of coordinated capabilities
- Guardrails that prevent shortcuts in the science
The system guides you
Zero learning curve
- No manuals. No steep onboarding. Just start.
- Best practices embedded into every interaction
- Works for first-year residents and senior methodologists alike
- The complexity is handled. The rigor is guaranteed.
Built for how research teams actually work
Real-time collaboration with role-based access, dual-reviewer workflows, and professional messaging that matches the rigor of your research.
5-Role Hierarchy
Supervisor, Lead, Author, Reviewer, Observer. PRISMA-compliant dual-reviewer workflows with stage-level permissions.
Project Chat
Real-time messaging with @mentions, threading, reactions, file sharing, pinned messages, and typing indicators.
Direct Messages
Private researcher-to-researcher messaging across the entire platform. Share files, react, and collaborate globally.
Researcher Directory
Discover researchers by institution, department, and ORCID. View public profiles and connect with one click.
Dual Reviewer Screening
Independent screening with conflict resolution. Assign reviewers to specific workflow stages for PRISMA compliance.
Audit Trail
Complete activity logging for research compliance. Track every decision, edit, and confirmation for publication transparency.
See how mapped compares
The only platform that covers every step of the systematic review process with AI assistance throughout.
| Feature | mapped | Covidence | Rayyan | Manual |
|---|---|---|---|---|
| mapped VALIDATION | ||||
| Research Gap Analysis | ||||
| AI Literature Search (10+ DBs) | ||||
| Title/Abstract Screening | ||||
| Full-text Screening | ||||
| AI-Assisted Screening | ||||
| Data Extraction | ||||
| Risk of Bias (4 tools) | ||||
| Meta-Analysis | ||||
| GRADE Assessment | ||||
| Manuscript Generation | ||||
| Real-time Collaboration | ||||
| Google Workspace Integration | ||||
| Team Chat & Messaging | ||||
| Multi-model AI | 3 models | 1 model |
Pay per project, not per month
Start free. Pay only when you need the full workflow. No subscriptions, no surprises.
Trusted by researchers at 50+ institutions worldwide
Starter
For individual researchers and students
- 1 active project
- PRISMA auto-generation
- Gen-AI powered screening
- Auto full-text retrieval (open access)
- Team collaboration (up to 5 members)
- Access to mapped Community
Pro
Everything you need to publish with confidence
- Complete 8-step AI-guided workflow
- mapped VALIDATION before you begin
- Always-on AI guidance at every step
- R-based meta-analysis & forest plots
- Flexible, precise data extraction
- GRADE assessment & manuscript generation
- Unlimited collaborators
- Priority support
- Valid for 12 months
Volume bundles
Institution
For universities and research organizations
- Everything in Pro
- Unlimited projects & team members
- SSO & advanced security
- Custom onboarding & training
- Dedicated account manager
- SLA & uptime guarantee
- Volume & affiliate discounts
- Custom Academy training
Questions we hear from researchers like you
Start your first systematic review today
Join researchers who are transforming how evidence is synthesized. Free to start, no credit card required.