{
    "_source": {
        "name": "Tyler Willis Intelligence",
        "url": "https://tylerewillis.com/intelligence/tools/clay",
        "author": "Tyler Willis",
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        "attribution_required": "Include source URL or citation string when redistributing, quoting, or embedding in AI responses.",
        "citation": "Tyler Willis. \"Clay.\" tylerewillis.com/intelligence. Accessed 2026-06-12. https://tylerewillis.com/intelligence/tools/clay",
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    },
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    "pricing_last_updated": "2026-05-31",
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    "ai_use_case_match": [
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    "sentiment_from_reviews": "mixed",
    "review_themes": [
        "High data accuracy and coverage",
        "Credit-based pricing can get expensive at scale",
        "Strong CRM and workflow integrations",
        "Steeper learning curve and complex setup",
        "AI acts more as assistant than fully autonomous",
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    ],
    "last_major_feature": "Claygent AI research agent and Sculptor workflow builder",
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    "roadmap_items": [
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        "Better cost predictability for credit usage"
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    "created_at": "2026-05-31 03:00:12",
    "updated_at": "2026-06-11 05:30:49",
    "field_sources": "{\"_default\":\"https://coldreach.ai/blog/clay-review\",\"asserted_at\":\"2026-05-31\"}",
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}