# Gym Barbie 💕 (@fitwithclodagh) on tiktok

- id: koinon:creator:tiktok_fitwithclodagh
- url: https://koinonlink.com/kol/tiktok/fitwithclodagh
- schema_version: 1.3

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

## Reach
- followers: 3034
- following: 524
- posts_total: 428
- posts_observed: 2
- verified: false
- size_tier: nano

## 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: 0.9
- category_source: derived_from_recent_content
- topics: GymTok culture, Bodybuilding competition prep and recovery, Motivational mindset for fitness, Female bodybuilders and representation in fitness, Post-workout nutrition, Fitness fashion and styling
- bio: 07
Junior body builder -just keep digging .

You'll never become successful if you do what everybody else is already doing.

## Audience (inferred)
- status: present
- description: Young female fitness enthusiasts and aspiring bodybuilders, mainly teens to early 20s interested in GymTok culture, physique transformation, and motivational content
- roles: general_ai
- seniority: learner
- pain_points: Struggling to find authentic post-competition nutrition guidance, Feeling discouraged by lack of visible progress despite consistent training, Overwhelmed by the pressure to maintain a 'perfect' physique on social media, Finding it hard to stay motivated without a strong community or role model
- 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: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- 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_fitwithclodagh#5179eeab] I will never do this to myself ever again #bodybuilding #postshow #food #foryoupage❤️❤️ #fyp (https://www.tiktok.com/@fitwithclodagh)
- [tiktok_fitwithclodagh#6ca97d7d] I Might Brake, But I Won't
- [tiktok_fitwithclodagh#3618a946] It's time to show us what you're made of.
- [tiktok_fitwithclodagh#65a55915] It is a becoming a big trend on TikTok now! Click here: bodybuilding
- [tiktok_fitwithclodagh#75afc22c] Check out Gym Barbie 💕’s video! #TikTok >
- [tiktok_fitwithclodagh#6b7e645e] Search:
- [tiktok_fitwithclodagh#81db4f59] what to eat after bodybuilding show
- [tiktok_fitwithclodagh#7e4b490f] On CLOUD 9 #fyp #bodybuildingshow #foryoupage❤️❤️ #pcafirstrimers #gymtoks

## 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=45, 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=45, 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=45, method=platform_profile

## Freshness
- profile_checked_days_ago: 45
- 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_fitwithclodagh
- Request removal: https://koinonlink.com/claim?k=tiktok_fitwithclodagh
- Terms: https://koinonlink.com/for-ai