{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:instagram_erdemframe",
  "url": "https://koinonlink.com/kol/instagram/erdemframe",
  "alternate": {
    "html": "https://koinonlink.com/kol/instagram/erdemframe",
    "json": "https://koinonlink.com/kol/instagram/erdemframe.json",
    "markdown": "https://koinonlink.com/kol/instagram/erdemframe.md"
  },
  "identity": {
    "display_name": "AI agents",
    "handle": "erdemframe",
    "platform": "instagram",
    "platform_url": "https://www.instagram.com/erdemframe/",
    "website": "https://vt.tiktok.com/ZSufGjtFG/",
    "country": null,
    "country_name": null,
    "location_text": null,
    "entity_type": "creator",
    "person_id": "koinon:person:instagram_erdemframe",
    "person_id_note": null,
    "other_accounts": [
      {
        "platform": "instagram",
        "handle": "promptreaktor",
        "url": "https://koinonlink.com/kol/instagram/promptreaktor"
      }
    ],
    "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": 5684,
    "following": 27,
    "posts_total": null,
    "posts_observed": 24,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "nano"
  },
  "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": "⟢ Gerçek değil, yapay.\nAma etki %100 ֍\n🤖 AI Visual Creator\n🎬 Hayal → Görsel ⟣",
    "topics": [
      "AI-generated cinematic visuals",
      "Prompt engineering for realism",
      "Turkish cultural and national identity in AI art",
      "Sports-themed AI imagery",
      "Ultra-realistic image generation",
      "Visual storytelling through AI"
    ],
    "topics_en": [
      "AI-generated cinematic visuals",
      "Prompt engineering for realism",
      "Turkish cultural and national identity in AI art",
      "Sports-themed AI imagery",
      "Ultra-realistic image generation",
      "Visual storytelling through AI"
    ],
    "topics_zh": [
      "AI生成的电影感视觉",
      "提示工程实现逼真效果",
      "AI艺术中的土耳其文化与国家认同",
      "体育主题的AI图像",
      "超写实图像生成",
      "通过AI进行视觉叙事"
    ],
    "category": "software",
    "category_label": "Software",
    "subcategory": "ai_tools",
    "subcategory_label": "AI tools / agents",
    "category_confidence": 0.95,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Turkish visual creators and AI art enthusiasts interested in cinematic, ultra-realistic AI-generated imagery, especially sports and national identity themes",
    "roles": [
      "content"
    ],
    "seniority": "practitioner",
    "pain_points": [
      "Struggling to generate consistent high-quality cinematic AI visuals with precise prompt engineering",
      "Frustrated by the lack of reliable tools to turn abstract ideas into detailed, realistic images",
      "Need better ways to optimize prompts for specific cultural or national aesthetics (e.g., Turkish football team imagery)",
      "Overwhelmed by the trial-and-error process of achieving desired visual outcomes"
    ],
    "posts_analysed": 10,
    "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": 41,
    "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": 41,
    "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_erdemframe#e218bde9",
      "type": "creator_content",
      "excerpt": "Direksiyon kimde belli, sizi Formula1 pilotu yapacak prompt yorumda sabit 🎯 #f1 #formula1 #pitlane #motorsport #cinematic",
      "source_url": "https://www.instagram.com/erdemframe/",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "instagram_erdemframe#4eceb891",
      "type": "creator_content",
      "excerpt": "Bu alan, cesurların sahası ⚔️💀 #EpicSword #Sinematik #KılıçSavaşı #ultrarealistic",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "instagram_erdemframe#8b54b1be",
      "type": "creator_content",
      "excerpt": "2900 metre de içecekler için buz almaya giderken :-)",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "instagram_erdemframe#7b96285a",
      "type": "creator_content",
      "excerpt": "Kiraz mevsimi 🍒 #kiraz #kirazmevsimi #sadness",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "instagram_erdemframe#e766bb0d",
      "type": "creator_content",
      "excerpt": "Eski ruhlar🇹🇷 #türkiye #amillitakım",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "instagram_erdemframe#de46e11d",
      "type": "creator_content",
      "excerpt": "İyi bayramlar :-)",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "instagram_erdemframe#5b0fc463",
      "type": "creator_content",
      "excerpt": "#toros #torosdağları",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "instagram_erdemframe#6402b710",
      "type": "creator_content",
      "excerpt": "Kadim topraklar ⃤⃤⃤⃤⃤⃤ #reels #viral",
      "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": 14,
      "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": 14,
      "method": "llm_scorer"
    },
    {
      "field": "quality.anomaly_flags",
      "source_type": "heuristic",
      "confidence": 0.5,
      "freshness_days": 8,
      "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": 14,
      "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": 8,
      "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": 8,
      "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": 8,
    "content_analysed_days_ago": 14,
    "audience_updated_days_ago": 0,
    "generated_at": "2026-09-06T01:24:25.176Z"
  },
  "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/software"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
    "claim_url": "https://koinonlink.com/claim?k=instagram_erdemframe",
    "removal_url": "https://koinonlink.com/claim?k=instagram_erdemframe"
  }
}