# MasterClass (@masterclass) on tiktok

- id: koinon:creator:tiktok_masterclass
- url: https://koinonlink.com/kol/tiktok/masterclass
- schema_version: 1.4

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

## Reach
- followers: 1243283
- following: 74
- posts_observed: 1
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.01914
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 24002
- best_post_interactions: 213193
- 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: entertainment
- subcategory: mindset
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: 对话与沟通技巧, 个人存在感与领导力, 批判性思维与学习方法, 直觉与自我认知, 创新与打破常规
- bio: Learn from the best.
Early Access for our next release ⬇️

## Audience (inferred)
- status: present
- description: General consumers and self-improvement enthusiasts, primarily TikTok users looking to learn communication, thinking, and personal skills from celebrities and experts
- roles: consumer
- seniority: consumer
- pain_points: Don't know how to have effective conversations and build meaningful relationships, Lack improvisation and situational control skills, Feeling constrained by social stereotypes, unable to think or act innovatively, Struggle to trust or apply their own intuition
- posts_analysed: 22
- 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: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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_masterclass#e046aa70] Most people think they're good at reading others. Research says they're right about half the time. Former FBI counterintelligence agent Robin Dreeke spent 20 years learning how to beat those odds. Now he's teaching the system in a new class. Our newest class Become the Person Eve (https://www.tiktok.com/@masterclass)
- [tiktok_masterclass#78e9b3e8] original sound - masterclass
- [tiktok_masterclass#0a0ad20d] It is a becoming a big trend on TikTok now! Click here: masterclass
- [tiktok_masterclass#9a66b053] Check out MasterClass’s video! #TikTok >
- [tiktok_masterclass#eb66fa53] @Reba McEntire recalls her first encounter with Dolly Parton at the Grand Ole Opry, a moment from early in her career that she never forgot. Today, we remember #dollyparton and the lasting impact she had on generations of artists and fans. 🦋✨
- [tiktok_masterclass#6b7e645e] Search:
- [tiktok_masterclass#c8323bcc] dolly parton 1977
- [tiktok_masterclass#62606f51] Our new class: The Conversation Advantage with Dr.

## 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=52, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=52, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=52, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=52, 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=52, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=67, 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=52, 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=67, 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=67, method=platform_profile

## Freshness
- profile_checked_days_ago: 67
- content_analysed_days_ago: 52
- audience_updated_days_ago: 52

## AI retrieval
- indexing_requests: 6
- 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_masterclass
- Request removal: https://koinonlink.com/claim?k=tiktok_masterclass
- Terms: https://koinonlink.com/for-ai