# Yapay Zeka Okulu (@yzokulu) on tiktok

- id: koinon:creator:tiktok_yzokulu
- url: https://koinonlink.com/kol/tiktok/yzokulu
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: yzokulu
- platform_url: https://www.tiktok.com/@yzokulu
- country: Turkey
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 11543
- following: 3
- posts_total: 316
- posts_observed: 6
- verified: false
- size_tier: koc

## Engagement
- status: not_collected
- 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
- category: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI ile mimari render ve 3D modelleme, Prompt ile video/animasyon üretimi (Kling AI vb.), Fotoğraf düzenleme, ışık ve efekt uygulamaları, AI araçlarını birbirine bağlama ve iş akışı otomasyonu, İçerik üretimi için pratik AI tool'ları
- bio: Yapay zeka ile ilgili aradığın her şey.

## Audience (inferred)
- status: present
- description: Turkish-speaking AI enthusiasts and content creators, especially practitioners working on visual/video generation, architectural rendering, and prompt-based creative projects
- roles: general_ai
- seniority: learner
- pain_points: Creating professional videos and animations without knowing how to code, Achieving precise control over textures and materials in architectural renders, Producing short-film-style content with consistent characters and environments, Finding fast AI solutions for lighting, effects, and editing in photos and videos
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 53
- authenticity_basis: profile_shape_only
- credibility_score: 53
- flagged_for_review: false
- koinon_bd_grade: B — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_yzokulu#408ed7f0] ArchiVinci AI ile, mimari renderdaki seçili alanları değiştirin ve farklı doku alternatiflerini saniyeler içinde gerçekçi renderlar üreterek deneyin. Yukarıdaki videoda adım adım nasıl yapılacağını anlattık! 👆 Beğenmeyi ve kaydetmeyi unutmayın! 🔖 (https://www.tiktok.com/@yzokulu)
- [tiktok_yzokulu#a1bd6d0c] original sound - yzokulu
- [tiktok_yzokulu#7a452575] Check out Yapay Zeka Okulu’s video! #TikTok >
- [tiktok_yzokulu#37889ed0] Cumhuriyetimizin 100. Yılında, yapay zeka yardımıyla Cumhuriyetimizin kurucusu Ulu Önder Atatürk ile fotoğrafını oluştur🇹🇷 #cumhuriyetbayramı
- [tiktok_yzokulu#5435b8af] 29 Ekim Cumhuriyet Bayramı kutlu olsun!  🇹🇷 Özel bayram efektlerini  kullanarak sen de bu çoşkuya katıl, hep birlikte cumhuriyetin 99. yıl dönümünü kutlayalım!
- [tiktok_yzokulu#7e333b8b] It is a becoming a big trend on TikTok now! Click here: cumhuriyetbayramı
- [tiktok_yzokulu#a6990403] Farklı fotoğrafları birleştirerek tek bir resim oluşturma #yapayzeka #fotoğraf #fotoğraf

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=70, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=70, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=70, 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. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=93, 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. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 70
- audience_updated_days_ago: 70

## AI retrieval
- indexing_requests: 9
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_yzokulu
- Request removal: https://koinonlink.com/claim?k=tiktok_yzokulu
- Terms: https://koinonlink.com/for-ai