Everything built into SotaSearch.ai
Paper Map, semantic graphs, AI assistant modes, privacy controls, and multi-source ingestion — broken down so you can evaluate each capability without scrolling a single mega page.
Paper Map — Create novel paper's abstracts from literature review gaps & future directions
Automatically identify research gaps and future directions, then generate compelling abstracts for novel papers — all with complete privacy.
Gap Analysis Engine
Detect contradictions, underexplored areas, and open questions across your literature set.
Abstract Generation
Turn gaps and trends into publication-ready abstracts highlighting novelty and impact.
Future Directions
Prioritize promising avenues with evidence-backed suggestions and rationale.
Visual Mapping
Interactively explore topics, clusters, and relationships to reveal knowledge gaps.
Research Synthesis
Combine multiple studies to identify patterns, inconsistencies, and synthesis opportunities.
Rapid Prototyping
Quickly generate research proposals and methodology frameworks from identified gaps.
Ready to revolutionize your research?
Use Paper Map to uncover gaps and craft strong, novel abstracts faster.
Powerful Research Tools
Everything you need for comprehensive research, from literature review to breakthrough insights.
Multi-Provider AI Support
- WebLLM: Local AI models running in your browser (Qwen2.5, Llama, etc.)
- Ollama: Local AI models on your machine (Mistral, Llama, CodeLlama)
- OpenAI API: GPT-4, GPT-3.5 through your own API key
- OpenRouter: Access to multiple AI providers (Anthropic, Google, etc.)
Context-Aware Chat
Intelligent conversations with page context integration. Your AI assistant understands what you're reading and researching.
Academic Search Integration
- PubMed: Biomedical research database
- Semantic Scholar: AI-powered paper discovery
- Cochrane: Systematic reviews and meta-analyses
- Scopus: Comprehensive academic database
- Google Scholar: Broad academic search
Citation Management
Support for all major citation formats: APA 7th, MLA 9th, IEEE, ISO 690, and BibTeX.
Advanced Research Analysis
- Semantic Graph Generation: AI-powered visualization of research relationships
- Research Gap Analysis: Identification of future research opportunities
- Knowledge Graph Building: Citation networks and semantic connections
- Frontier Mapping: Cutting-edge research direction identification
Research Workflow Tools
- Library System: Organize PDFs, web pages, and notes by topics
- AI Summarization: Intelligent content summarization and key point extraction
- Document Processing: Advanced PDF parsing with markdown conversion
- Progress Tracking: Step-by-step research planning and execution
Privacy & Security First
Your research is personal. We've built SotaSearch.ai from the ground up to protect your privacy while delivering powerful AI capabilities.
100% Local AI
WebLLM models run entirely in your browser. No data ever leaves your device.
Offline Capable
Core features work without internet connection. Your research never depends on external servers.
End-to-End Encryption
All API communications are encrypted. Your API keys and data remain secure.
Local Storage
All research data stored locally in your browser. Complete control over your information.
Zero Tracking
No analytics, cookies, or user behavior tracking. We don't know what you're researching.
GDPR Compliant
Full compliance with privacy regulations. Your rights are protected by design.
Sources of Information
Comprehensive data integration from multiple academic, patent, and industry sources to generate thorough state-of-the-art reviews
Academic Literature
Peer-reviewed papers, preprints, and research publications from leading databases
Patent Databases
Global patent information including inventions, legal status, and technical specifications
Company & Funding
Corporate data, funding rounds, and research investment information
Clinical & Regulatory
Clinical trials, regulatory approvals, and medical evidence databases
Academic Literature Sources
Semantic Scholar
Free APIComprehensive academic paper database with citation networks, author information, and enhanced search capabilities
PubMed
Free APIMedical and life sciences database with MeSH terms, clinical trial references, and author affiliations
OpenAlex
Open AccessOpen access academic database with institution data, funding information, and concept modeling
Google Scholar
Via SerpAPIBroad academic coverage with citation tracking, author profiles, and related articles
Cochrane Library
Evidence-BasedSystematic reviews, clinical evidence, meta-analyses, and evidence-based medicine resources
Scopus
PremiumComprehensive citation database with author metrics, institution rankings, and research impact analysis
Patent Databases
Google Patents
Via SerpAPIGlobal patent database with patent family information, inventor data, and classification codes
USPTO
Public APIUnited States Patent and Trademark Office data with detailed patent filings and legal status
WIPO
GlobalInternational patent cooperation treaty filings for cross-border innovation tracking
Bring Paper Map & semantic research to your workflow
Premium unlocks every advanced feature for just €19.99/year.