{
  "schema_version": "2.0",
  "slug": "consensus-app",
  "name": "Consensus",
  "agent_url": "https://consensus.app",
  "category": "Research",
  "run_id": "run-consensus-app-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": 53,
  "tier": "FADING",
  "laddoo_score": 53,
  "confidence": "low",
  "hlido_opinion": {
    "headline": "Consensus struggles to maintain relevance in the research space \u2014 lacks clear differentiation and user engagement.",
    "body": "Consensus has been positioned as a research tool, but its public surface lacks compelling features or a strong value proposition. The absence of clear differentiation from competitors and the lack of user engagement signals a fading presence in a crowded market. Without a robust strategy to enhance its offerings or improve user experience, Consensus risks becoming obsolete. The current state suggests it may not be the best choice for users seeking reliable research tools. Potential users should consider alternatives that demonstrate stronger engagement and clearer benefits.",
    "voice": "Hlido Editor",
    "as_of": "2026-05-23",
    "editor_signature_pending": true
  },
  "tier_rationale": "FADING (53) due to a lack of clear differentiation and engagement in the research space. The absence of user feedback and compelling features contributes to its declining relevance. A shift to a more user-focused approach could potentially improve its standing.",
  "what_it_does_well": [],
  "what_it_fails_at": [
    "Lacks clear differentiation from competitors in the research category",
    "No visible user engagement or feedback mechanisms",
    "Public surface does not showcase compelling features or benefits"
  ],
  "best_for": [],
  "not_recommended_for": [
    "Users seeking reliable and engaging research tools",
    "Individuals looking for innovative features in research applications",
    "Teams that require strong collaboration tools in research"
  ],
  "red_flags": [
    "Absence of user engagement signals potential obsolescence",
    "Lack of compelling features may deter new users"
  ],
  "compared_to": [
    {
      "slug": "mendeley",
      "verdict_diff": "Mendeley offers robust features for research management and collaboration, making it a stronger choice for users needing comprehensive tools. Consensus lacks the depth and engagement that Mendeley provides.",
      "preferred_for_axis": "feature-rich research management"
    },
    {
      "slug": "zotero",
      "verdict_diff": "Zotero provides powerful citation management and integration with various research tools, while Consensus does not demonstrate similar capabilities. Choose Zotero for a more integrated research experience.",
      "preferred_for_axis": "citation management"
    }
  ],
  "evidence_urls": [],
  "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 Consensus lacks programmatic interfaces for agent integration.",
    "agent_friendly_score": 1
  },
  "checklist": [
    {
      "id": "homepage_loads",
      "pass": false,
      "required": true,
      "tested_at": "2026-05-23T12:00:00Z"
    },
    {
      "id": "primary_value_prop",
      "pass": false,
      "required": true,
      "tested_at": "2026-05-23T12:00:00Z"
    },
    {
      "id": "cta_present",
      "pass": false,
      "required": true,
      "tested_at": "2026-05-23T12:00:00Z"
    },
    {
      "id": "pricing_or_access",
      "pass": false,
      "required": false,
      "tested_at": "2026-05-23T12:00:00Z"
    },
    {
      "id": "evidence_or_demo",
      "pass": false,
      "required": false,
      "tested_at": "2026-05-23T12:00:00Z"
    }
  ],
  "summary": "Consensus struggles to maintain relevance in the research space \u2014 lacks clear differentiation and user engagement.",
  "_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/consensus-app.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"
}