# Madeline Boyer (@madelineboyerr) on tiktok

- id: koinon:creator:tiktok_madelineboyerr
- url: https://koinonlink.com/kol/tiktok/madelineboyerr
- schema_version: 1.4

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

## Reach
- followers: 158088
- following: 134
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: beauty
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: 痘痘肌夜间/晨间护肤 routine, adapalene 和 azelaic acid 使用心得, hypochlorous acid spray 控菌, 肠道健康与皮肤关系（胡萝卜汁、海苔）, 无热卷发和头发护理
- bio: In pursuit of Jesus. 
🐆🍵🧴
[contact removed]

## Audience (inferred)
- status: present
- description: young women, primarily everyday consumers struggling with acne, blackheads, and hormonal breakouts, interested in affordable skincare and hair care
- roles: consumer
- seniority: consumer
- pain_points: recurring blackheads and acne, unable to find safe and effective affordable solutions, difficult to repair compromised skin barrier, gut issues triggering hormonal breakouts and facial inflammation, want to style hair but afraid of heat damage
- 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: profile_shape_only
- 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_madelineboyerr#a4833f30] my acne prone girls buy in bulk 🌝 #antibacterial #hoclspray #acneproneskin #cloggedpores #shoulderbumps (https://www.tiktok.com/@madelineboyerr)
- [tiktok_madelineboyerr#e4b9cb5b] original sound - cordeliav.mp3
- [tiktok_madelineboyerr#446d0bcf] It is a becoming a big trend on TikTok now! Click here: antibacterial
- [tiktok_madelineboyerr#bd5436f4] Check out Madeline Boyer’s video! #TikTok >
- [tiktok_madelineboyerr#6b7e645e] Search:
- [tiktok_madelineboyerr#eab983b6] hypochlorous acid spray
- [tiktok_madelineboyerr#738e6fc1] and a retinoid update for my clogged pores 🌝🤲🏼 #nightroutine #getreadyforbedwithme #cloggedpores #acneroutine #bodycareroutine @GARNIER @Vanicream™ Sensitive Skin Care @Clean Skin Club Shop @I'm From @IUNIK @PURITO SEOUL @Babe Original @laneige_us @Palmer's @NIVEA USA @loréal 
- [tiktok_madelineboyerr#dd732079] original sound - lanadelrayinstrumental

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=78, 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=76, 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=78, 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=78, method=platform_profile

## Freshness
- profile_checked_days_ago: 78
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 11
- 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_madelineboyerr
- Request removal: https://koinonlink.com/claim?k=tiktok_madelineboyerr
- Terms: https://koinonlink.com/for-ai