# Art of Flab (@artofflab) on tiktok

- id: koinon:creator:tiktok_artofflab
- url: https://koinonlink.com/kol/tiktok/artofflab
- schema_version: 1.4

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

## Reach
- followers: 577223
- following: 26
- posts_total: 197
- posts_observed: 8
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.11637
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 447799
- best_post_interactions: 2900152
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: home_living
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: LEGO speed builds and ASMR, Set reviews with fun/difficulty/display ratings, Themed builds (LOTR, Star Wars, cars, Batman), Unboxings and new releases, Alternative brick brands (CADA, Mattel, Hot Wheels)
- bio: speed builds • asmr • fun times • enjoying life 🧱✨🌿

## Audience (inferred)
- status: present
- description: LEGO hobbyists and AFOLs who enjoy ASMR speed builds, satisfying brick assembly, and casual toy unboxings
- roles: consumer
- seniority: consumer
- pain_points: Finger pain and hand fatigue from long builds, High cost and value uncertainty of big sets, Difficulty judging build time and complexity before buying, Finding relaxing, non-talking hobby content to unwind
- 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: engagement_observed
- 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_artofflab#91095c2b] Build Lego LOTR Rivendell With Me! 🧝‍♂️🏰🌳 #lego #asmrlego #legoasmr #afol #lordoftherings #lotr #rivendell (https://www.tiktok.com/@artofflab)
- [tiktok_artofflab#15e75c51] original sound - artofflab
- [tiktok_artofflab#ac81b903] It is a becoming a big trend on TikTok now! Click here: lego
- [tiktok_artofflab#30353b42] Check out Art of Flab’s video! #TikTok >
- [tiktok_artofflab#6b7e645e] Search:
- [tiktok_artofflab#2497333f] lego the lord of the rings rivendell
- [tiktok_artofflab#4ef90531] Build LEGO Gotham City With Me! 🃏🐧😽🦇🚓🌃 Fun: 8.5 Difficulty: 6 Display: 9.5 Finger Pain: 6 Value: 8 Build time: 30 hours around 😅 What a tribute to the dark and gritty home of the Caped Crusader, packed with iconic landmarks, hidden Easter eggs, and enough villainous chaos 
- [tiktok_artofflab#2329ab11] Build Lego Grand Piano With Me! 🎹🎶🎵 #lego #asmrlego #legoasmr #asmr #afol #legotok #lego

## 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=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, 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=0.5, freshness_days=54, 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: 54
- audience_updated_days_ago: 54

## 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_artofflab
- Request removal: https://koinonlink.com/claim?k=tiktok_artofflab
- Terms: https://koinonlink.com/for-ai