# Mel Robbins (@melrobbins) on tiktok

- id: koinon:creator:tiktok_melrobbins
- url: https://koinonlink.com/kol/tiktok/melrobbins
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: melrobbins
- platform_url: https://www.tiktok.com/@melrobbins
- website: Linktr.ee/melrobbins
- country: United States
- entity_type: creator
- person_id: koinon:person:youtube_melrobbins

## Reach
- followers: 5870602
- following: 47
- posts_observed: 5
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.10434
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 477949
- best_post_interactions: 2580936
- 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: software
- category_confidence: 0.95
- category_source: derived_from_discovery_path
- topics: Let Them Theory, 5 Second Rule, 情绪管理与情感智力, 营养、睡眠与衰老科学, 女性健康（更年期、PCOS等）, 人生目的与幸福感
- bio: Author, Podcaster, Friend
💚 The LET THEM Theory
🎧 The Mel Robbins Podcast
💡 Co-founder Pure Genius Protein

## Audience (inferred)
- status: present
- description: General consumers, especially adult audiences seeking self-improvement, mental well-being, and lifestyle optimization (with a higher proportion of women)
- roles: consumer, general_ai
- seniority: consumer
- pain_points: Stuck in anxiety, negative emotions, or overthinking, Struggling to stick to good habits or overcome procrastination and hitting snooze, Overthinking others' behavior or mixed signals in relationships, Feeling uneasy about life transitions like perimenopause, aging, and healthy aging
- posts_analysed: 100
- confidence: 0.9

## 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_melrobbins#88c8e02c] Stop wasting energy on trying to get other people to meet YOUR expectations. Instead, try using the “Let Them Theory.” 💥 Listen now on the #melrobbinspodcast!! “The “Let Them Theory”: A Life Changing Mindset Hack That 15 Million People Can’t Stop Talking About” 🔗 in bio #melrob (https://www.tiktok.com/@melrobbins)
- [tiktok_melrobbins#27decfa0] original sound - melrobbins
- [tiktok_melrobbins#a88b7923] It is a becoming a big trend on TikTok now! Click here: melrobbinspodcast
- [tiktok_melrobbins#d6a4d5c3] Check out Mel Robbins’s video! #TikTok >
- [tiktok_melrobbins#6b7e645e] Search:
- [tiktok_melrobbins#4bd5f41c] let them theory by mel robbins
- [tiktok_melrobbins#e81fd4b5] Episode 40 | STOP hitting the snooze button! ⏰ You know that you should get up when your #alarm rings, BUT did you know that there are science-backed reasons why the #snoozebutton is RUINING your day?! Yup. That’s right. You might think you’re doing yourself a fa

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=33, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=33, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=33, 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=33, 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=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=33, 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=33, method=platform_profile

## Freshness
- profile_checked_days_ago: 33
- content_analysed_days_ago: 0
- audience_updated_days_ago: 33

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