# AkademikLink (@akademiklink1) on tiktok

- id: koinon:creator:tiktok_akademiklink1
- url: https://koinonlink.com/kol/tiktok/akademiklink1
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: akademiklink1
- platform_url: https://www.tiktok.com/@akademiklink1
- country: Turkey
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 59249
- following: 7
- posts_observed: 2
- 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
- category_confidence: 0.85
- category_source: derived_from_discovery_path
- topics: YKS exam preparation, University choice and ranking, Consumer product testing (food, hygiene, packaging), Social experiments with large-scale public data, Public perception and behavioral trends in Turkey, AI applications in education

## Audience (inferred)
- status: present
- description: Turkish high school students preparing for YKS (university entrance exam), parents of these students, and young adults interested in social experiments and consumer product testing
- roles: general_ai
- seniority: learner
- pain_points: Struggling to choose the right university or major due to lack of reliable data, Feeling overwhelmed by the YKS exam pressure and uncertain about their performance, Doubting the accuracy of product claims (e.g., food, hygiene) they encounter daily, Worried about making wrong life decisions (like university choice) without proper guidance
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 54
- authenticity_basis: profile_shape_only
- credibility_score: 54
- flagged_for_review: false
- koinon_bd_grade: C — 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_akademiklink1#2c9de5d9] En İyi Ekmek Gerçekten Hangisi ?  En iyisi hangisi serimizde bu sefer ekmekleri test ettik... Elbette uyarımızı da yapalım en doğru beslenme için mutlaka işin uzmanına danışın, bu konuda bana bile güvenmeyin jsjshshw Sonuçta burada dediğimiz testleri yaptık ancak mutlaka işin uzm (https://www.tiktok.com/@akademiklink1)
- [tiktok_akademiklink1#8773c811] original sound - akademiklink1
- [tiktok_akademiklink1#23b03bec] It is a becoming a big trend on TikTok now! Click here: akademiklink
- [tiktok_akademiklink1#2ee0c00f] Check out AkademikLink’s video! #TikTok >
- [tiktok_akademiklink1#fbd7c21a] The North Face, Quecha ve LCW montları Outdoor Kar Montudur ve-10 °C'ye kadar etkin bir şekilde sıcaklık koruması sağlayabilirler. Colum

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=59, 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=0, 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=59, 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=59, method=platform_profile

## Freshness
- profile_checked_days_ago: 59
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_akademiklink1
- Request removal: https://koinonlink.com/claim?k=tiktok_akademiklink1
- Terms: https://koinonlink.com/for-ai