# Tracy❌ (@tyoung6722) on tiktok

- id: koinon:creator:tiktok_tyoung6722
- url: https://koinonlink.com/kol/tiktok/tyoung6722
- schema_version: 1.2

## Identity
- platform: tiktok
- handle: tyoung6722
- platform_url: https://www.tiktok.com/@tyoung6722
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 95629
- following: 2742
- posts_observed: 9
- 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: entertainment
- subcategory: news_media
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: TikTok trends, effects and sounds, Platform updates and new features, Growth tips and virality strategies, Content creation tutorials for small creators, AI tools and quick content hacks

## Audience (inferred)
- status: present
- description: Small TikTok creators and aspiring influencers focused on growing accounts, learning platform features, and chasing virality
- roles: content
- seniority: learner
- pain_points: Not knowing how to use new TikTok effects, updates and trends to boost reach, Struggling to generate consistent content ideas and maintain posting frequency, Difficulty understanding what makes videos go viral or appear on FYP, Lack of knowledge on free tools like AI video makers and search insights
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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_tyoung6722#50f86f99] My look alike Trend #mylookalike #trending #trendalert (https://www.tiktok.com/@tyoung6722)
- [tiktok_tyoung6722#7dd42b42] original sound - tyoung6722
- [tiktok_tyoung6722#cd41e4a0] It is a becoming a big trend on TikTok now! Click here: mylookalike
- [tiktok_tyoung6722#f9f5e9e7] Check out Tracy❌’s video! #TikTok >
- [tiktok_tyoung6722#6b7e645e] Search:
- [tiktok_tyoung6722#b6c63cee] look alike trend filter
- [tiktok_tyoung6722#c291d81b] Tutorial included - Tips and Tricks on Tiktok  #tiktoktips #smallcreator
- [tiktok_tyoung6722#1433bddb] flip story effect

## 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=37, 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=37, 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=37, method=platform_profile

## Freshness
- profile_checked_days_ago: 37
- 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_tyoung6722
- Request removal: https://koinonlink.com/claim?k=tiktok_tyoung6722
- Terms: https://koinonlink.com/for-ai