Features
Parallel agent swarms for deep research
Multi-step research benchmarked #1 on DeepSearchQA (87.6%)
Client-ready output: .pptx, .docx, Excel, dashboards
Automations via scheduled workflows
Integrations via MCP, API, and webhooks
Canvas-based workspace with multiple block types
Upload files, LLM chats, YouTube videos
Ad-hoc credit top-ups (10,000 credits for $10, never expire)
Team collaboration with shared credits
Priority processing and support on Max plans
SOC 2 documentation available on Enterprise
Plan mode to preview and adjust task scope before running
Daily credit refresh on paid plans
One-time launch bonus of 3,000 credits (during launch week)
AI-moderated interviews in 40+ languages
Live interviews with automatic transcription and notes
Marvin Ask AI: natural language queries with cited answers
Centralized Knowledge Hub for all research data
Mixed-methods analysis in Analysis Studio
Automated reporting with highlight reels and video clips
30+ native integrations (Slack, Google Drive, etc.)
MCP server to push insights to Claude, ChatGPT, Copilot
Automatic PII blur and enterprise compliance
Topic subscriptions for automatic updates
Survey data import (.csv)
Unmoderated usability testing analysis (Dscout, Maze, UserTesting)
Support ticket import (Zendesk, Intercom)
Live Intercept for in-the-moment feedback (coming soon)
Sentiment and thematic analysis
