# Clipsbywendy (@clipsbywendyy) on tiktok

- id: koinon:creator:tiktok_clipsbywendyy
- url: https://koinonlink.com/kol/tiktok/clipsbywendyy
- schema_version: 1.4

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

## Reach
- followers: 74121
- following: 55
- posts_observed: 1
- 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: comedy
- category_confidence: 0.87
- category_source: derived_from_recent_content
- topics: Kick streamer drama, Sophie Rain与Clavicular关系片段, BabyAlien街头互动, 墨西哥足球比赛集锦, Amanda Solis和Zavala反应视频

## Audience (inferred)
- status: present
- description: Young TikTok users who mainly follow gossip, romantic drama, and Mexican football highlights from Kick streamers
- roles: consumer
- seniority: consumer
- pain_points: Missing the latest drama and relationship updates from their favorite streamers, Want to quickly find funny clips from BabyAlien or Sophie Rain, Need top moments and reaction videos from Mexico national team matches, Want to stay updated on Amanda and Zavala's daily reaction content
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 55
- authenticity_basis: profile_shape_only
- credibility_score: 55
- 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_clipsbywendyy#f9cd29d4] Kanel Joseph breaks his silence and apologizes to Stable Ronaldo and Lacy. #kickstream #streameruniversity #streameruniversityclips (https://www.tiktok.com/@clipsbywendyy)
- [tiktok_clipsbywendyy#2585cda6] original sound - clipsbywendyy
- [tiktok_clipsbywendyy#6f97ef4f] It is a becoming a big trend on TikTok now! Click here: kickstream
- [tiktok_clipsbywendyy#10516924] Check out Clipsbywendy’s video! #TikTok >
- [tiktok_clipsbywendyy#611d86e6] Crystal and Yonna were shocked after Silky proposed to another girl #kickstream #streameruniversity #streameruniversityclips
- [tiktok_clipsbywendyy#bcc7e394] Mexico Goal Today Mexico Goals Today Mexico vs Ecuador Goals Mexico vs Ecuador All Goals Mexico Goal Highlights Mexico Goal Celebration Mexico First Goal Today Mexico Second Goal Today Mexico Scored Today Mexico Amazing Goal Mexico World Cup Goal Mexico World Cup 2026 Goals Mexic

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=114, 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=62, 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=114, 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=114, method=platform_profile

## Freshness
- profile_checked_days_ago: 114
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

## AI retrieval
- indexing_requests: 12
- 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_clipsbywendyy
- Request removal: https://koinonlink.com/claim?k=tiktok_clipsbywendyy
- Terms: https://koinonlink.com/for-ai