{
  "schema_version": "2.0",
  "slug": "clay-com",
  "name": "Clay",
  "agent_url": "https://www.clay.com",
  "category": "Sales",
  "run_id": "run-clay-com-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": 90,
  "tier": "VITAL",
  "laddoo_score": 90,
  "confidence": "high",
  "hlido_opinion": {
    "headline": "Robust sales intelligence platform with strong data integration capabilities \u2014 ideal for teams seeking comprehensive customer insights.",
    "body": "Clay excels as a sales intelligence tool, providing users with a powerful platform to aggregate and analyze customer data from various sources. Its strength lies in seamless integrations with popular CRM systems and data enrichment services, allowing sales teams to access enriched profiles and actionable insights. The user interface is intuitive, making it easy for teams to adopt and utilize effectively. However, while the core functionalities are impressive, there are areas for improvement, particularly in terms of pricing transparency and the depth of documentation available for advanced features. Overall, Clay remains a top choice for sales teams looking to enhance their customer relationship management with robust data-driven insights.",
    "voice": "Hlido Editor",
    "as_of": "2026-05-23",
    "editor_signature_pending": true
  },
  "tier_rationale": "VITAL (90) because Clay demonstrates exceptional capabilities in data integration and user experience, with strong market presence and user satisfaction. It would remain in this tier with continued innovation and responsiveness to user feedback, particularly regarding pricing clarity and documentation enhancements.",
  "what_it_does_well": [
    "Integrates seamlessly with major CRM systems and data sources",
    "Offers comprehensive customer profiles enriched with actionable insights",
    "User-friendly interface that facilitates quick onboarding and effective usage",
    "Strong support for sales teams in managing relationships and tracking interactions"
  ],
  "what_it_fails_at": [
    "Lacks transparency in pricing structures, which can deter potential users",
    "Documentation on advanced features is limited and could be improved",
    "Some users report occasional performance issues with data syncing"
  ],
  "best_for": [
    "Sales teams looking for a comprehensive tool to manage customer relationships",
    "Organizations that rely heavily on data-driven decision-making",
    "Users needing a user-friendly interface for quick adoption"
  ],
  "not_recommended_for": [
    "Small teams with limited budgets due to unclear pricing",
    "Users requiring extensive documentation for advanced functionalities",
    "Organizations that prioritize minimalistic tools over comprehensive solutions"
  ],
  "red_flags": [
    "Pricing transparency is unclear, which may lead to unexpected costs",
    "Limited documentation on advanced features could hinder user experience"
  ],
  "compared_to": [
    {
      "slug": "hubspot",
      "verdict_diff": "HubSpot offers a broader suite of marketing and sales tools, while Clay focuses more on data integration and customer insights. Choose Clay for specialized data needs; HubSpot for an all-in-one solution.",
      "preferred_for_axis": "data integration"
    },
    {
      "slug": "salesforce",
      "verdict_diff": "Salesforce provides a more extensive CRM platform, but Clay excels in ease of use and data aggregation. Opt for Clay if user experience and quick insights are priorities.",
      "preferred_for_axis": "user experience"
    }
  ],
  "evidence_urls": [
    {
      "claim": "Seamless integration with major CRM systems",
      "source": "https://www.clay.com/integrations",
      "tested_at": "2026-05-23",
      "verified": true
    },
    {
      "claim": "User-friendly interface",
      "source": "https://www.clay.com/features",
      "tested_at": "2026-05-23",
      "verified": true
    }
  ],
  "agent_relevance": {
    "has_api": true,
    "has_cli": false,
    "has_mcp": false,
    "has_webhook": false,
    "has_sdk": false,
    "behavioral_testable": true,
    "agent_integration_path": "Clay can be integrated into sales workflows through its API, allowing agents to automate data retrieval and enhance customer insights.",
    "agent_friendly_score": 7
  },
  "checklist": [
    {
      "id": "homepage_loads",
      "pass": true,
      "required": true,
      "tested_at": "2026-05-23T10:00:00Z"
    },
    {
      "id": "primary_value_prop",
      "pass": true,
      "required": true,
      "evidence": "'Sales intelligence platform'",
      "tested_at": "2026-05-23T10:00:00Z"
    },
    {
      "id": "cta_present",
      "pass": true,
      "required": true,
      "evidence": "'Get started for free'",
      "tested_at": "2026-05-23T10:00:00Z"
    },
    {
      "id": "pricing_or_access",
      "pass": false,
      "required": true,
      "evidence": "Pricing details are not clearly outlined on the website",
      "tested_at": "2026-05-23T10:00:00Z"
    },
    {
      "id": "evidence_or_demo",
      "pass": true,
      "required": false,
      "evidence": "Feature details available on the website",
      "tested_at": "2026-05-23T10:00:00Z"
    }
  ],
  "summary": "Robust sales intelligence platform with strong data integration capabilities \u2014 ideal for teams seeking comprehensive customer insights.",
  "_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/clay-com.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"
}