Product Comparison

Atlas vs Elicit

Elicit is excellent for searching scientific literature and systematic reviews. Atlas goes beyond papers to deliver publication-ready intelligence reports that combine literature, patents, companies, competitive landscapes, and expert-reviewed analysis.

Both Atlas and Elicit help research teams answer complex scientific questions, but they're designed for different stages of the research process. Elicit specializes in discovering and synthesizing academic evidence, while Atlas expands beyond the literature to help R&D teams evaluate technologies, therapeutic targets, competitors, companies, and emerging scientific landscapes, all in a structured, review-ready workflow.

At a glance

Atlas
Elicit
Built for R&D intelligence
Built for scientific literature reviews
Combines literature, patents, companies & web intelligence
Primarily academic papers & clinical trials
Publication-ready intelligence reports
Literature reports & systematic reviews
Competitive landscapes
Literature synthesis
Technology scouting
Evidence synthesis
Human-reviewed workflows
AI-driven literature workflows
Company intelligence
Paper intelligence
Multi-source verification pipeline
Sentence-level citations

Different goals. Different outputs.

Atlas
Answer strategic R&D questions like:
  • Which companies are developing this technology?
  • How crowded is this patent landscape?
  • Which therapeutic targets are emerging?
  • Who are the scientific leaders?
  • How does this compare against competitors?
  • What should we prioritize next?
Output
  • Technology landscapes
  • Target assessments
  • Competitive intelligence
  • Company intelligence
  • Literature reviews
  • Strategic recommendations
Elicit
Answer evidence-focused questions like:
  • What do published studies say?
  • Which papers are most relevant?
  • What does the literature conclude?
  • How should studies be screened?
  • What evidence supports this claim?
Output
  • Literature reviews
  • Systematic reviews
  • Paper search
  • Evidence extraction
  • Research reports

Atlas looks beyond the literature

Scientific papers are only one piece of the innovation landscape. Atlas combines:

  • Scientific literature
  • Patent filings
  • Company activity
  • Clinical developments
  • Market signals
  • Competitive intelligence
  • Internal knowledge repositories

So researchers can understand not just what has been published, but where innovation is heading.

Research workflows compared

Atlas
Elicit
Research brief
Research question
Human scope approval
AI search
Parallel research agents
Paper retrieval
Multi-source analysis
Literature screening
Verification pipeline
Evidence extraction
Publication-ready report
Literature report

Best for different teams

Choose Atlas if you
  • Scout emerging technologies
  • Evaluate therapeutic targets
  • Build competitive intelligence
  • Analyze companies
  • Need publication-ready reports
  • Combine multiple research sources
  • Support R&D strategy and innovation decisions
Choose Elicit if you
  • Conduct systematic literature reviews
  • Search academic papers
  • Extract evidence from studies
  • Perform meta-analysis workflows
  • Monitor new scientific publications
  • Need PRISMA-oriented evidence synthesis

Why R&D teams choose Atlas

Modern R&D decisions rarely depend on published papers alone. Teams also need to understand patents, competitors, startups, partnerships, clinical activity, and emerging technologies before deciding where to invest.

Atlas brings those sources together in a single research workflow that produces structured, publication-ready intelligence instead of disconnected search results.

Feature comparison

Capability
Atlas
Elicit
Literature search
Literature reviews
Systematic review support
Patent intelligence
Limited
Company intelligence
-
Competitive intelligence
-
Technology landscapes
-
Target assessment
Limited
Clinical intelligence
Human-reviewed workflow
Not core workflow
Publication-ready reports
Knowledge repository
Report versioning
Limited

Frequently asked questions

What's the difference between Atlas and Elicit?

Elicit is designed primarily for scientific literature discovery, evidence synthesis, and systematic reviews. Atlas supports broader R&D intelligence by combining literature with patents, company intelligence, competitive analysis, and technology landscapes.

Does Atlas search scientific literature?

Yes. Atlas incorporates scientific publications alongside patents, company information, web sources, and other research inputs to provide a more comprehensive view of an R&D topic.

Which platform is better for competitive intelligence?

Atlas. It is built to analyze competitors, technologies, companies, and scientific developments together rather than focusing only on academic evidence.

Can Atlas support literature reviews?

Yes. Literature reviews are one of Atlas's core report types, with the added benefit of integrating additional scientific and commercial context.

Move beyond literature reviews.

See the complete R&D landscape with research intelligence that combines scientific evidence, patents, companies, and competitive insights in one publication-ready report.

Start Research