# Ayaat (@ayaatmishaal) on tiktok

- id: koinon:creator:tiktok_ayaatmishaal
- url: https://koinonlink.com/kol/tiktok/ayaatmishaal
- schema_version: 1.4

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

## Reach
- followers: 176002
- following: 98
- posts_total: 606
- posts_observed: 4
- verified: false
- size_tier: kol

## 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: lifestyle
- subcategory: travel
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Yonsei夏季留学项目, 首尔留学vlog, 韩国旅行与留学生活, 留学日常分享

## Audience (inferred)
- status: present
- description: high school and college students planning to study in South Korea, especially interested in Yonsei's summer program and life in Seoul
- roles: none
- seniority: learner
- pain_points: lack of firsthand insights on real student life in Seoul and the Yonsei summer program, uncertainty about application processes and details of the summer school experience, difficulty navigating cultural adaptation, photo spots, and daily routines in Seoul
- 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: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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_ayaatmishaal#eb4909bd] solo travelling to seoul for the first time! #korea #seoul #yiss #studyabroad #yonsei  @Korean Air 대한항공 (https://www.tiktok.com/@ayaatmishaal)
- [tiktok_ayaatmishaal#650d36c0] It is a becoming a big trend on TikTok now! Click here: korea
- [tiktok_ayaatmishaal#18e8dfbd] Check out Ayaat’s video! #TikTok >
- [tiktok_ayaatmishaal#6b7e645e] Search:
- [tiktok_ayaatmishaal#8efe5af5] yonsei summer program
- [tiktok_ayaatmishaal#feaebfbf] korea’s photo booths always have me stressing but these pics came out SO GOOD
- [tiktok_ayaatmishaal#579bb4da] Double take song
- [tiktok_ayaatmishaal#e5598fdf] double take

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=72, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

## AI retrieval
- indexing_requests: 10
- 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_ayaatmishaal
- Request removal: https://koinonlink.com/claim?k=tiktok_ayaatmishaal
- Terms: https://koinonlink.com/for-ai