Agentifact assessment — independently scored, not sponsored. Last verified Mar 6, 2026.
Guru
Guru is an AI-powered knowledge management platform that serves as a company's single source of verified truth, accessible via web, browser extension, Slack, Teams, and API. In 2026 it supports role-based Knowledge Agents that can answer questions, conduct research, and automate knowledge retrieval workflows using verified company content. The AI writing assistant can bulk-update knowledge cards, while automated verification reminders keep content fresh. Integrated via MCP/API for use with LLMs like Claude. Self-serve plan starts at $25/user/month (10-seat minimum).
Viable option — review the tradeoffs
Your agents waste time digging through Slack, emails, and docs for scattered company knowledge, leading to inconsistent answers and slow onboarding.
Expect 50-70% faster answer retrieval with improving accuracy over time; semantic search handles natural questions well but needs 100+ cards for peak performance.
Company knowledge goes stale, causing errors from outdated policies or processes that no one reviews.
High compliance with minimal effort—cards stay fresh if owners respond promptly; gaps flagged for new content.
Requires content migration
Guru works best as a centralized hub, so you must move or duplicate knowledge from existing tools rather than purely searching them in place.
Guru centralizes into its own knowledge base; eesel layers AI on your existing tools without migration.
Pick Guru when building a single verified source of truth with verification workflows.
Pick eesel when avoiding content moves and wanting AI to automate directly in tools like help desks.
10-seat minimum
Self-serve plan requires 10 users minimum at $25/user/mo; smaller teams face higher per-user cost or must negotiate enterprise.
Trust Breakdown
What It Actually Does
Guru helps teams find verified answers faster by making company knowledge searchable across Slack, Teams, and web, with AI that can automatically update information and answer common questions.
Guru is an AI-powered knowledge management platform that serves as a company's single source of verified truth, accessible via web, browser extension, Slack, Teams, and API. In 2026 it supports role-based Knowledge Agents that can answer questions, conduct research, and automate knowledge retrieval workflows using verified company content. The AI writing assistant can bulk-update knowledge cards, while automated verification reminders keep content fresh.
Integrated via MCP/API for use with LLMs like Claude. Self-serve plan starts at $25/user/month (10-seat minimum).
Fit Assessment
Best for
- ✓knowledge-retrieval
- ✓ai-search
- ✓browser-automation
Score Breakdown
Protocol Support
Capabilities
Governance
- permission-scoping
- pii-masking
- rate-limiting