{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:instagram_buildinpublicadam",
  "url": "https://koinonlink.com/kol/instagram/buildinpublicadam",
  "alternate": {
    "html": "https://koinonlink.com/kol/instagram/buildinpublicadam",
    "json": "https://koinonlink.com/kol/instagram/buildinpublicadam.json",
    "markdown": "https://koinonlink.com/kol/instagram/buildinpublicadam.md"
  },
  "identity": {
    "display_name": "Adam Build In Public",
    "handle": "buildinpublicadam",
    "platform": "instagram",
    "platform_url": "https://www.instagram.com/buildinpublicadam/",
    "website": null,
    "country": null,
    "country_name": null,
    "location_text": null,
    "entity_type": "creator",
    "person_id": "koinon:person:instagram_buildinpublicadam",
    "person_id_note": null,
    "other_accounts": [
      {
        "platform": "youtube",
        "handle": "Buildinpublicadam",
        "url": "https://koinonlink.com/kol/youtube/Buildinpublicadam"
      }
    ],
    "claimed": false,
    "claimed_note": "Not claimed. This says nothing about the creator — most profiles are simply not claimed yet.",
    "declared_accounts": []
  },
  "first_party": null,
  "reach": {
    "followers": 47282,
    "following": 661,
    "posts_total": 7,
    "posts_observed": 1,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "koc"
  },
  "engagement": {
    "status": "not_collected",
    "engagement_rate": null,
    "engagement_rate_basis": null,
    "posts_in_average": null,
    "avg_views_per_post": null,
    "peak_post_engagement_rate": null,
    "avg_interactions_per_post": null,
    "best_post_interactions": null,
    "measurement_source": null,
    "measurement_formula": null,
    "comparable_pool": null,
    "status_note": "Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.",
    "unit_note": "engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here."
  },
  "content": {
    "bio": "ici c’est mon compte business \n🧬Je te montre les behind the scenes entrepreneur de mes projets dans la santé \nMon compte principal ➡️ @adamswift2.0",
    "topics": [
      "personal health journey documentation",
      "building a health tech startup publicly",
      "entrepreneurship and mental resilience",
      "public business building through social media",
      "healing from illness while growing a brand",
      "launching a health-focused mobile app"
    ],
    "topics_en": [
      "personal health journey documentation",
      "building a health tech startup publicly",
      "entrepreneurship and mental resilience",
      "public business building through social media",
      "healing from illness while growing a brand",
      "launching a health-focused mobile app"
    ],
    "topics_zh": [
      "记录个人健康历程",
      "公开打造健康科技创业公司",
      "创业与心理韧性",
      "通过社交媒体公开创业",
      "带病成长打造品牌",
      "发布健康类手机应用"
    ],
    "category": "lifestyle",
    "category_label": "Lifestyle",
    "subcategory": "fitness",
    "subcategory_label": "Fitness & training",
    "category_confidence": 0.85,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "French-speaking health and wellness entrepreneurs documenting their personal healing journeys and building public businesses around health tech",
    "roles": [
      "general_ai"
    ],
    "seniority": "practitioner",
    "pain_points": [
      "Struggling to maintain motivation and consistency in personal health recovery while building a business",
      "Facing challenges in gaining visibility and trust when launching a new health-focused app with no initial audience",
      "Feeling isolated in the journey of entrepreneurship due to societal pressure to appear happy and independent without sup"
    ],
    "posts_analysed": 3,
    "confidence": 0.4
  },
  "commercial": {
    "audience_buyer_fit": 0.8,
    "promotion_intent": 0.7,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 38,
    "authenticity_basis": "profile_shape_only",
    "authenticity_method": "Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58.",
    "authenticity_comparable_across_platforms": false,
    "credibility_score": 53,
    "credibility_note": null,
    "flagged_for_review": false,
    "flag_reasons": [],
    "anomaly_flags": [],
    "koinon_bd_grade": {
      "value": "C",
      "scale": [
        "A",
        "B",
        "C",
        "quarantine",
        null
      ],
      "value_meanings": {
        "A": "Strong fit for Koinon partner outreach.",
        "B": "Moderate fit.",
        "C": "Weak fit, or never scored.",
        "quarantine": "Flagged for manual review. Excluded from Koinon published statistics, but creator search still RETURNS these profiles unless you pass exclude_anomalous:true — check quality.flagged_for_review.",
        "null": "Never scored."
      },
      "measures": "koinon_partner_outreach_fit",
      "basis": "koinon_bd_fit_and_engagement",
      "formula": "fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine.",
      "comparable_across_platforms": false,
      "interpretation": "NOT a quality score and NOT fit for your campaign — it grades Koinon own partner-outreach interest in gaming, e-commerce and software. A \"C\" usually means \"outside those industries\" or \"not yet scored\".",
      "explained_at": "https://koinonlink.com/for-ai#koinon_bd_grade"
    },
    "interpretation": "Signals for triage, not verdicts. A flag means the profile is worth a manual check."
  },
  "evidence": [
    {
      "evidence_id": "instagram_buildinpublicadam#4d51a345",
      "type": "creator_content",
      "excerpt": "Dans un monde où on nous vend de partout sur les réseaux sociaux qu’être heureux, c’est être seul, faire ce qu’on veut quand on veut, s’amuser sans attaches, ne plus bâtir de famille, ne plus être sérieux, et consommer les relations comme des produits jetables… J’aimerais vous pa",
      "source_url": "https://www.instagram.com/buildinpublicadam/",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "instagram_buildinpublicadam#ab0a8e7b",
      "type": "creator_content",
      "excerpt": "Il y a 6 mois, j’ai commencé un nouveau compte Instagram en partant de 0. Après avoir développé des problèmes de santé, je voulais documenter ma guérison et transmettre ce que j’avais appris en +5 ans de recherches. Je n’étais pas médecin. Personne ne me connaissait. 6 mois après",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "instagram_buildinpublicadam#dab709d0",
      "type": "creator_content",
      "excerpt": "Aujourd’hui, je suis fier de vous présenter @herafrance.app Commentez “HERA” pour recevoir le lien de l’Apple store.🍉🥑🧬 Après plusieurs mois de travail avec mon équipe, des centaines d’heures de recherche, de développement et de tests, mon application IA est enfin disponible. ",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    }
  ],
  "provenance": [
    {
      "field": "audience.description",
      "source_type": "ai_inferred",
      "confidence": 0.4,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.roles",
      "source_type": "ai_inferred",
      "confidence": 0.4,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.seniority",
      "source_type": "ai_inferred",
      "confidence": 0.4,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "commercial.audience_buyer_fit",
      "source_type": "ai_inferred",
      "confidence": 0.6,
      "freshness_days": 7,
      "method": "llm_scorer",
      "note": "Relative signal within Koinon indexing, not a market-wide score."
    },
    {
      "field": "commercial.promotion_intent",
      "source_type": "ai_inferred",
      "confidence": 0.6,
      "freshness_days": 7,
      "method": "llm_scorer"
    },
    {
      "field": "quality.anomaly_flags",
      "source_type": "heuristic",
      "confidence": 0.5,
      "freshness_days": 43,
      "method": "profile_snapshot_and_engagement_ratio_heuristic",
      "note": "Means \"worth a manual check\", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person."
    },
    {
      "field": "quality.authenticity_score",
      "source_type": "heuristic",
      "confidence": 0.25,
      "freshness_days": 7,
      "method": "Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58.",
      "note": "The input set differs by platform; do not compare this score across platforms."
    },
    {
      "field": "quality.koinon_bd_grade",
      "source_type": "ai_inferred",
      "confidence": 0.5,
      "freshness_days": 43,
      "method": "llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine.",
      "note": "Koinon partner-outreach fit, not creator quality."
    },
    {
      "field": "reach.followers",
      "source_type": "observed",
      "confidence": 0.95,
      "freshness_days": 43,
      "method": "platform_profile"
    }
  ],
  "method_notes": {
    "llm_persona_from_recent_content": "Computed from posts read live at analysis time; those posts are NOT retained. The excerpts in evidence[] are separately collected profile content and are NOT the inputs to this inference. Do not cite them as its supporting evidence."
  },
  "freshness": {
    "profile_checked_days_ago": 43,
    "content_analysed_days_ago": 7,
    "audience_updated_days_ago": 0,
    "generated_at": "2026-09-06T03:19:55.331Z"
  },
  "retrieval": {
    "indexing_requests": 1,
    "user_triggered_requests": 0,
    "last_user_triggered_day": null,
    "note": "Being indexed in bulk is not the same as being retrieved to answer a question."
  },
  "relationships": {
    "platform_entity": "https://koinonlink.com/creators/instagram",
    "category_entity": "https://koinonlink.com/product-category/lifestyle"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
    "claim_url": "https://koinonlink.com/claim?k=instagram_buildinpublicadam",
    "removal_url": "https://koinonlink.com/claim?k=instagram_buildinpublicadam"
  }
}