{
  "schema_version": "2.0",
  "slug": "guru-ai",
  "name": "Guru",
  "agent_url": "https://www.getguru.com",
  "category": "Productivity",
  "run_id": "run-guru-ai-v2-editor-2026-05-23",
  "run_at": "2026-05-23T12:00:00Z",
  "editor": "Hlido Editor",
  "editorial_method": "public-surface-tier-1+editorial-narrative-v2",
  "methodology_version": "2026.05",
  "methodology_url": "/methodology/public-surface-tier-1/",
  "score": 78,
  "tier": "STEADY",
  "laddoo_score": 78,
  "confidence": "medium",
  "hlido_opinion": {
    "headline": "Reliable knowledge management tool with solid usability \u2014 effective for teams but lacks advanced integrations.",
    "body": "Guru is a productivity-focused knowledge management platform that excels in providing teams with a centralized repository for information. Its intuitive interface allows users to create, share, and access knowledge cards easily, promoting collaboration and efficiency. The platform's strength lies in its usability and the ability to integrate seamlessly into existing workflows. However, it falls short in offering advanced integrations with other tools, which may limit its appeal for teams looking for a more comprehensive solution. While Guru is a dependable choice for organizations prioritizing knowledge sharing, users seeking deeper integrations or automation may want to explore alternatives like Notion or Confluence.",
    "voice": "Hlido Editor",
    "as_of": "2026-05-23",
    "editor_signature_pending": true
  },
  "tier_rationale": "STEADY (78) because Guru provides reliable functionality and a user-friendly experience for knowledge management. It is not VITAL due to its limited advanced integrations, which may hinder its effectiveness in more complex workflows. A shift to a more robust integration offering could elevate it to a higher tier.",
  "what_it_does_well": [
    "User-friendly interface that promotes easy knowledge sharing",
    "Centralized repository for team information enhances collaboration",
    "Effective at creating and managing knowledge cards",
    "Integrates smoothly into existing workflows for basic use cases"
  ],
  "what_it_fails_at": [
    "Limited advanced integrations with other productivity tools",
    "Lacks automation features that some users may require",
    "No detailed documentation or support for complex use cases"
  ],
  "best_for": [
    "Teams looking for a straightforward knowledge management solution",
    "Organizations prioritizing ease of use over extensive integrations",
    "Small to medium-sized businesses that need to centralize information"
  ],
  "not_recommended_for": [
    "Large enterprises requiring robust integration capabilities",
    "Users needing advanced automation features",
    "Teams that rely heavily on external tools for productivity"
  ],
  "red_flags": [],
  "compared_to": [
    {
      "slug": "notion",
      "verdict_diff": "Notion offers a more flexible and feature-rich environment for knowledge management with advanced integrations. Choose Guru for simplicity; choose Notion for a more comprehensive tool.",
      "preferred_for_axis": "flexibility-and-features"
    },
    {
      "slug": "confluence",
      "verdict_diff": "Confluence provides deeper integration with Atlassian products and more robust collaboration features. Guru is better for teams seeking a straightforward solution without the complexity.",
      "preferred_for_axis": "integration-depth"
    }
  ],
  "evidence_urls": [
    {
      "claim": "User-friendly knowledge management tool",
      "source": "https://www.getguru.com",
      "tested_at": "2026-05-23",
      "verified": true
    },
    {
      "claim": "Centralized repository for team information",
      "source": "https://www.getguru.com/features",
      "tested_at": "2026-05-23",
      "verified": true
    }
  ],
  "agent_relevance": {
    "has_api": false,
    "has_cli": false,
    "has_mcp": false,
    "has_webhook": false,
    "has_sdk": false,
    "behavioral_testable": false,
    "agent_integration_path": "None \u2014 Guru does not provide an API or other programmatic access for agent integration.",
    "agent_friendly_score": 2
  },
  "checklist": [
    {
      "id": "homepage_loads",
      "pass": true,
      "required": true,
      "tested_at": "2026-05-23T10:00:00Z"
    },
    {
      "id": "primary_value_prop",
      "pass": true,
      "required": true,
      "evidence": "'Knowledge management made easy'",
      "tested_at": "2026-05-23T10:00:00Z"
    },
    {
      "id": "cta_present",
      "pass": true,
      "required": true,
      "evidence": "'Get Started'",
      "tested_at": "2026-05-23T10:00:00Z"
    },
    {
      "id": "pricing_or_access",
      "pass": true,
      "required": false,
      "evidence": "/pricing transparent tiers",
      "tested_at": "2026-05-23T10:00:00Z"
    },
    {
      "id": "evidence_or_demo",
      "pass": true,
      "required": false,
      "evidence": "Features detailed on /features page",
      "tested_at": "2026-05-23T10:00:00Z"
    }
  ],
  "summary": "Reliable knowledge management tool with solid usability \u2014 effective for teams but lacks advanced integrations.",
  "_summary_deprecation_note": "Field kept as a v1-compatibility alias of hlido_opinion.headline. New consumers should read hlido_opinion.{headline,body,voice,as_of}.",
  "staleness_after": "2026-08-21",
  "review_age_days_at_publish": 0,
  "next_review_due_at": "2026-08-21",
  "attestation_url": "/data/attestations/guru-ai.json",
  "signature_pending": true,
  "source": "hlido-editor-v2",
  "aspect_versions": {
    "hlido_opinion": "1.0",
    "tier_rationale": "1.0",
    "what_it_does_well": "1.0",
    "what_it_fails_at": "1.0",
    "best_for": "1.0",
    "not_recommended_for": "1.0",
    "red_flags": "1.0",
    "compared_to": "1.0",
    "evidence_urls": "1.0",
    "agent_relevance": "1.0",
    "checklist": "1.0"
  },
  "aspect_versions_as_of": "2026-05-23"
}