Litmaps vs Clay

Tagline

Discover important scientific papers faster and transform your literature review with dynamic visualizations.

Build systems to grow revenue

Category

Pricing

Rating

Platforms

API

Open source

Description

Litmaps is a literature discovery and management assistant designed to accelerate the literature review process. By utilizing dynamic visualizations, custom filters, and automated updates, Litmaps helps students, researchers, and professional teams find key papers, spot research gaps, and collaborate efficiently.

Clay is a go-to-market (GTM) engineering platform that provides the infrastructure to get any data, run agentic workflows, and automate outbound plays. Users can scale their GTM operations by accessing 150+ premium data sources, waterfalling enrichment, and using AI research agents.

Key features

• Sync with your Zotero account
• Dynamic literature visualization maps
• Custom search filters
• Automatic alerts on relevant research
• Classroom management license
• Collaboration tools for research teams
• Search and discovery algorithms

• Claygent AI research agents
• Sculptor workflow builder
• Signals tracking
• Audiences management
• Waterfall enrichment
• Ad sync to LinkedIn, Meta, and Google
• Email sequencer
• CRM enrichment
• Sandbox Mode
• Credit Usage Dashboard

Pros

• Accelerates the literature review process to find papers faster.
• Provides custom filters to easily search and find articles.
• Supports syncing directly with your Zotero account.
• Uses dynamic visualizations to map and understand scientific research.
• Sends automatic alerts on relevant new research in your field.
• Fosters collaboration by letting research teams work together on maps.
• Offers specialized classroom licenses to easily manage students and class projects.
• Provides educational discounts for students and institutions.
• Helps researchers spot research gaps fast.

• Enables users to combine multiple data providers via waterfall enrichment for the best possible coverage.
• Integrates over 150+ premium data sources and AI research agents into a single unified platform.
• Offers a 14-day Pro trial with no credit card required to test the software.
• Allows developers to build directly in Clay using a coding agent accompanied by an API and CLI.
• Enables direct synchronization of targeted ad audiences to LinkedIn, Meta, and Google.
• Features an enterprise-grade security framework compliant with SOC 2 Type II, GDPR, and CCPA.
• Provides a free tier option alongside flexible paid plans (Launch, Growth, Enterprise).
• Provides sandbox features for safer environment testing and table lookup executions.

Cons

• Specific pricing plans and exact costs are not directly disclosed on the pricing page.
• No dedicated mobile applications (iOS or Android) are listed on the website.
• No public API or developer documentation is referenced.
• No detailed security or compliance certifications (such as SOC2 or ISO) are specified.
• The exact terms and limitations of the free tier, if any, are not detailed in the provided pages.
• The platform requires cookie acceptance for the assumed best user experience.

• No mobile application for iOS or Android platforms is listed on the website.
• No offline desktop client for macOS, Windows, or Linux is mentioned in the official pages.
• Actual baseline dollar costs for Launch, Growth, and Enterprise plans are not explicitly declared on the main pricing page.
• Detailed credit consumption limits or allowance constraints for the Free tier are not disclosed on the pricing page.
• No self-hosted, on-premise, or completely open-source version of the infrastructure is available.

Pricing plans

• FreeUSD0
  • • Basic Search
  • • Up to 20 inputs
• ProUSD10/month
  • • Weekly / configurable
  • • Advanced Search
  • • Unlimited inputs
  • • Unlimited articles and Unlimited Litmaps
• TeamUSD10/month
  • • Team-wide (unlimited)
  • • Daily / Configurable
  • • Basic + Advanced
  • • Unlimited inputs, articles, and Litmaps
• Litmaps Enterprise—
  • • Litmaps Enterprise

• FreeUSD0
  • • Find and enrich data from 150+ providers
  • • Run multi-provider waterfalls
  • • Launch email campaigns with Clay sequencer
• LaunchUSD167/month
  • • Everything in Free, plus...
  • • Bring your own API key
  • • Priority support queue
  • • Credit reporting dashboard
• GrowthUSD446/month
  • • Everything in Launch, plus...
  • • Run enrichment in bulk
  • • Schedule recurring enrichment runs
  • • Unlimited Ads Audiences
• Enterprise—
  • • Everything in Growth, plus...
  • • Get dedicated growth strategist
  • • Custom CSA and DPA
  • • Dedicated growth strategist (CSM)

Website