{
    "_source": {
        "name": "Tyler Willis Intelligence",
        "url": "https://tylerewillis.com/intelligence/market/community-build-in-public",
        "author": "Tyler Willis",
        "publisher": "tylerewillis.com",
        "license": "CC-BY-4.0",
        "license_url": "https://creativecommons.org/licenses/by/4.0/",
        "attribution_required": "Include source URL or citation string when redistributing, quoting, or embedding in AI responses.",
        "citation": "Tyler Willis. \"Build in Public.\" tylerewillis.com/intelligence. Accessed 2026-06-12. https://tylerewillis.com/intelligence/market/community-build-in-public",
        "docs": "https://tylerewillis.com/intelligence/api"
    },
    "slug": "community-build-in-public",
    "name": "Build in Public",
    "entity_type": "community",
    "url": "https://twitter.com/hashtag/buildinpublic",
    "domain": "twitter.com",
    "linkedin_url": null,
    "twitter_url": "https://twitter.com/hashtag/buildinpublic",
    "one_liner": "A community of indie builders sharing progress and learnings publicly to foster transparency and growth.",
    "ai_summary": "Build in Public is a community primarily on Twitter where indie makers and entrepreneurs share their product development journeys openly. It fosters transparency, collaboration, and learning among solo founders and small teams. While not specifically AI-focused, the community increasingly discusses AI tools and automation as part of their building processes, reflecting broader trends in AI adoption among solo builders.",
    "category_primary": "Indie Builder Community",
    "category_secondary": [
        "Startup Community",
        "Maker Community"
    ],
    "target_audience": [
        "Indie makers",
        "Solo founders",
        "Startup builders",
        "Entrepreneurs"
    ],
    "founding_year": null,
    "hq_country": null,
    "hq_region": null,
    "team_size_range": null,
    "investor_backed": null,
    "total_funding_text": null,
    "funding_stage": null,
    "last_funding_date": null,
    "status": "active",
    "status_changed_at": null,
    "status_change_summary": null,
    "acquired_by": null,
    "last_major_update_at": null,
    "last_major_update_summary": null,
    "trajectory": "rising",
    "opportunity_score": "75.00",
    "threat_score": "20.00",
    "commoditization_risk": "low",
    "acquisition_likelihood": "low",
    "twitter_followers": null,
    "linkedin_followers": null,
    "community_size": 50000,
    "github_stars": null,
    "producthunt_upvotes": null,
    "linked_tool_slug": null,
    "created_at": "2026-05-24 19:48:31",
    "updated_at": "2026-06-11 05:31:40",
    "field_sources": null,
    "uuid": "fd0bb0ff-589f-11f1-b032-525400d81b6e"
}