# i.cary.weights (@i.cary.weights) on tiktok

- id: koinon:creator:tiktok_i.cary.weights
- url: https://koinonlink.com/kol/tiktok/i.cary.weights
- schema_version: 1.4

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

## Reach
- followers: 25333
- following: 31
- posts_total: 1051
- posts_observed: 11
- 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: lifestyle
- subcategory: fitness
- category_confidence: 0.98
- category_source: derived_from_recent_content
- topics: homeworkout无器械训练, 腹肌训练教程, 腿部训练, 健身motivation, 初级健身动作示范

## Audience (inferred)
- status: present
- description: Fitness enthusiasts, especially beginners or intermediates looking to build abs and full-body strength at home without equipment
- roles: consumer
- seniority: learner
- pain_points: Don't know how to work out at home without equipment, Struggle to see results with ab workouts and lose motivation, Lack motivation to do leg exercises and often skip them, Need simple, repeatable daily workout moves
- posts_analysed: 29
- confidence: 0.6

## 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: 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_i.cary.weights#a2c6803d] On a smith though. #SplashSummerVibe #ShowUrGrillSkillz #GymTok #gym #weights #icaryweights #caryhan #gymmotivation (https://www.tiktok.com/@i.cary.weights)
- [tiktok_i.cary.weights#45b4575e] original sound - kilxaz
- [tiktok_i.cary.weights#1e0efe84] Heavenly
- [tiktok_i.cary.weights#6303474b] It is a becoming a big trend on TikTok now! Click here: SplashSummerVibe
- [tiktok_i.cary.weights#bcda205d] Check out i.cary.weights’s video! #TikTok >
- [tiktok_i.cary.weights#51f1ed31] can’t skip it #legday #legdayworkout #homeworkout #gym #legs
- [tiktok_i.cary.weights#f4d1eea1] original sound - i.cary.weights
- [tiktok_i.cary.weights#d1a2aa2e] Every day is leg day.

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=53, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=53, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=53, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=53, 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=53, 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=53, 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: 53
- audience_updated_days_ago: 53

## 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_i.cary.weights
- Request removal: https://koinonlink.com/claim?k=tiktok_i.cary.weights
- Terms: https://koinonlink.com/for-ai