Elicit
Freemium
Overview
Elicit, developed by Ought, is an AI research assistant designed to automate parts of a researcher’s workflow. It is primarily intended for individuals who need to synthesize information from a large volume of research papers.
- What it does: Elicit uses large language models to find relevant papers, extract key information, and summarize findings. It can identify claims, extract data, and summarize conclusions from scientific literature. Elicit can also help with tasks such as brainstorming research questions, summarizing concepts, and identifying different perspectives on a topic.
- Who it is for: While not exclusively medical, Elicit is suitable for medical researchers, academics, and potentially physicians in academic or research-heavy roles who need to stay current with the latest literature or conduct evidence-based research. It can be utilized across various specialties where literature review and synthesis are critical.
- How it fits a clinical or practice workflow: In a research context, Elicit can expedite the initial stages of systematic reviews, meta-analyses, or evidence-based guideline development by quickly sifting through numerous studies. For individual practitioners involved in academic pursuits, it can aid in preparing for presentations, writing papers, or exploring new treatment modalities by providing rapid access to summarized research.
- Notable capabilities: Key capabilities include literature review automation, information extraction from PDFs, summarization of research findings, and the ability to answer research questions based on a corpus of papers. It can also help in identifying study populations, interventions, and outcomes from research articles.
Reviewed by Pouyan Golshani, MD — Interventional Radiologist
Key Features
- AI-powered semantic search across 138+ million papers and 545,000 clinical trials
- Automated summarization of papers and abstracts
- Structured data extraction from studies into tables (quantitative and qualitative data)
- Systematic review workflows (screening, data extraction, report generation)
- Generation of detailed research reports (10+ pages)
- Identification of themes and concepts across multiple papers
- Export results to CSV and BibTeX
- Customizable data extraction columns
- Chat with papers
- Library for organizing sources
Use Cases
- Conducting rapid literature reviews
- Streamlining systematic reviews
- Extracting specific data from research papers for meta-analysis
- Identifying research gaps in a topic area
- Summarizing evidence for specific claims or questions
- Brainstorming research questions and discovering new academic papers
What Physicians Need to Know
Evidence Base
Elicit searches over 138 million academic papers and 545,000 clinical trials, with more data sources continuously being added. It uses semantic search to find relevant concepts and keywords, even if not explicitly stated in the query. Elicit generates summaries of peer-reviewed articles and can extract data from abstracts and full-text PDFs. It also supports the creation of research briefs based on systematic review processes.
Clinical Validation Studies
Elicit has undergone internal and external evaluations for its accuracy. An internal case study in education research reported 99.4% data extraction accuracy. CSIRO (Australia's national science agency) found near-zero missed data points when benchmarking Elicit against manual extraction. Elicit's data extraction accuracy is reported to be 94% based on automated evaluation.
Alert Fatigue Management
Elicit's alert system is designed to reduce alert fatigue by deeply mapping the content of a query and generating an expansive screening rubric to show the most relevant papers, rather than just matching keywords. It also shows excluded papers to address the 'fear of missing paper' (FOMP).
Override Rate Data
Elicit is designed to be transparent and editable, allowing users to inspect screening results and override any screening decisions. Users can also edit, override, or manually enter their own suggestions for data extraction.
Drug Interaction Checking
Information regarding drug interaction checking is not explicitly mentioned as a feature of Elicit. The tool primarily focuses on literature review, data extraction, and evidence synthesis.
Differential Diagnosis Support
Elicit's core functionality revolves around finding and synthesizing research evidence. While it can help gather information relevant to various medical conditions, it is not explicitly designed as a differential diagnosis support tool in the manner of systems that suggest diagnoses based on patient symptoms.
Guideline Update Frequency
Elicit is a tool for literature review and evidence synthesis, which can be used to support the development and updating of guidelines. It does not, however, directly provide or update clinical guidelines itself. The frequency of guideline updates in general can vary significantly depending on the topic and evolving evidence.
Clinical Workflow Integration
Elicit aims to streamline research workflows, particularly for systematic reviews and data extraction, by automating time-consuming tasks. It offers features like rapid clinical summaries and customizable data extraction. Elicit also provides an API for programmatic access, allowing integration with other AI tools and scripts, and can be used to build internal research dashboards or Slack bots.
Decision Audit Trail
Elicit emphasizes transparency and traceability. Every AI-generated claim is cited with the exact sentence or figure from the underlying paper. When used for systematic reviews, users can inspect screening results and override decisions, and Elicit provides supporting quotes and explanations for AI-generated answers. This allows for a 'paper trail' to trace outputs back to actual sources.
Physician Tip
When using Elicit, focus on formulating clear and specific research questions to leverage its semantic search capabilities effectively. Always critically appraise the cited sources and verify key information, especially for high-stakes decisions, as AI tools require human oversight. Utilize the customization options for data extraction and screening criteria to tailor the tool to your specific clinical needs and research methodology. Remember that Elicit excels at evidence synthesis and literature review, making it a powerful assistant for staying current with research and supporting evidence-based practice, but it is not a direct diagnostic or treatment recommendation tool.
Elicit offers an API that allows for integration with various platforms and custom tools. This enables programmatic access to its search and report generation capabilities. Examples include integration with Claude Desktop, Claude Code, Python scripts, JavaScript, and the potential to build Slack bots or integrate with internal research dashboards and databases. The Chrome extension also facilitates full-text retrieval from institutional access.
Details
| Category | Clinical Decision Support & Reference, Drug Discovery & Research |
| Pricing |
Freemium
|
| Deployment | Cloud-based |
| Compliance | |
| BAA Available | Unknown AI-estimated |
| HIPAA Compliant | Unknown AI-estimated |
| FDA Status |
Unknown AI-estimated Elicit does not claim FDA clearance. AI tools in healthcare that process Protected Health Information (PHI) must comply with HIPAA, but FDA clearance is a separate regulatory process for medical devices. |
| Integrations | |
| EHR | Not specified |
| Specialties | Family Medicine, Internal Medicine, Oncology |
What the Web Says
Elicit (elicit.com) is an AI-powered research assistant primarily designed for academic literature review, systematic reviews, and evidence synthesis. It helps researchers find, analyze, and extract structured data from scientific papers and clinical trials, aiming to automate time-consuming tasks like summarizing research and synthesizing findings. While highly effective for these specific research workflows, it is generally not recommended for rapid clinical decision-making or as a replacement for human judgment and thorough fact-checking.
Overall: MixedStrengths
- Automates literature review, saving significant time in finding, screening, and synthesizing papers.
- Excels at structured data extraction, converting unstructured full-text papers into queryable tables of findings, interventions, populations, and outcomes.
- Provides concise summaries of papers, including objectives, methods, sample sizes, and key findings.
- Offers transparency by linking all outputs back to source papers with specific citations and deep links.
- Useful for identifying research gaps and exploring new research areas.
- Continuously improving with updates that enhance functionality and user experience.
Limitations
- Search sensitivity can be poor, potentially missing relevant studies, and may not fully replace traditional literature searching.
- Outputs can occasionally be incorrect or less detailed for nuanced variables, requiring human verification.
- Primarily focused on scholarly literature and may struggle with topics not well-covered in academic papers or requiring general web content.
- Not designed for clinical point-of-care use or EHR-integrated decision support, and not HIPAA-compliant without a Business Associate Agreement.
- Lacks peer-reviewed validation studies evaluating its accuracy, recall, or clinical impact.
- The full functionality often requires a subscription, and the free tier has limited credits.
Based on reviews from: G2, Capterra, Reddit, MedAI Verdict, AI Flow Review, Unite.AI, IntuitionLabs, Manusights, Academic Help, medRxiv, iatroX, PMC
Last updated: 2026-09-10
Ratings & Reviews
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Press & Coverage
Elicit Blog
AI-powered research is now multiplayer
Elicit launched new features to make its AI-powered research platform more collaborative, enabling teams to work together in a shared environment and create reusable 'Skills' for research workflows.
2026-08
Elicit Blog
Introducing Elicit Research Agent: Rigor that powers decisions
Elicit introduced its Research Agent, an AI environment designed for high-stakes decisions, which gathers evidence from various scientific and public data sources and produces cited reports and analyses.
2026-08
Elicit Help Center
Changelog - Elicit Help Center
Elicit's changelog details product updates, including the launch of multiplayer AI-powered research, the Research Agent, and an upgraded API.
2026-09
Elicit Blog
What's going on in AI?
This article, an excerpt from Elicit's April 2026 investor update, discusses the current state of AI, focusing on hard-to-verify tasks and Elicit's approach to scaling its company and mission.
2026-04
IntuitionLabs
Elicit AI Data Extraction Guide for Clinical Papers - IntuitionLabs
This guide provides an in-depth look at Elicit as an AI-driven research assistant for evidence-based tasks, particularly for structured data extraction from clinical research papers, highlighting its semantic search and AI-generated summaries.
2026-03
Elicit Blog
Elicit Achieves SOC 2
Elicit announced it achieved SOC 2 Type II certification, a significant step in ensuring security for its growing community of enterprise customers who rely on the platform for scientific research.
2025-10
Elicit Blog
Elicit Raises $22M to Build the Most Trusted AI Platform for Evidence-Backed Decisions
Elicit secured $22 million in Series A funding to expand its AI platform beyond academia, aiming to build infrastructure for evidence-based reasoning across various industries.
2025-02
PubMed Central (PMC)
Evaluation in Life Cycle of Information Technology (ELICIT) Framework: Supporting the Innovation Life Cycle from Business Case Assessment to Summative Evaluation - PMC
This peer-reviewed article introduces the ELICIT framework, designed to systematically evaluate EHR-integrated innovations throughout their entire IT life cycle, addressing measures at societal, user, and IT levels.
2023-03
Videos
Product demos, reviews, and walkthroughs for Elicit.
How to Use Elicit AI, Literature Reviews + More: Beginner Tutorial and Research Tips!
Andy Stapleton
Frequently Asked Questions
Elicit is an AI research assistant designed to automate parts of the literature review process. For physicians, it can help quickly find and synthesize information from research papers, potentially saving time on evidence-gathering for clinical decisions, research, or staying updated on medical advancements.
Elicit aims to extract key information directly from academic papers and can help identify claims and their supporting evidence. However, it's crucial to remember that Elicit is an AI tool and not a substitute for a physician's critical review and judgment. Always verify information with the original source and established medical guidelines.
Elicit is designed for analyzing publicly available research papers, not for direct interaction with or input of patient-specific data or PHI. Physicians should strictly avoid inputting any confidential patient information into Elicit to maintain HIPAA compliance and patient privacy.
As with any AI, Elicit may have limitations related to the scope of its training data, potential biases in the algorithms, or difficulties in interpreting highly nuanced medical language or complex study designs. Physicians should exercise caution and critical thinking, especially when dealing with emerging or controversial medical topics.
Several other AI-powered tools and platforms exist for literature review and research, such as Semantic Scholar, ResearchRabbit, and various institutional library resources with AI features. Each has different strengths and focuses, so exploring alternatives based on specific needs is recommended.
Elicit offers different pricing tiers, including a free version with limited capabilities and paid subscriptions for more extensive use and features. They may also have options for institutional licenses, which could be relevant for hospitals, research institutions, or larger medical practices.
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| Last Verified: 2026-06-11 | First Added: 2026-06-11