# Abby ⚘ (@abbymalyszka) on tiktok

- id: koinon:creator:tiktok_abbymalyszka
- url: https://koinonlink.com/kol/tiktok/abbymalyszka
- schema_version: 1.4

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

## Reach
- followers: 30858
- following: 288
- posts_observed: 1
- verified: false
- size_tier: koc

## 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: Olive skin makeup tutorials, MAC blush and lipstick reviews, Blush swatches on fair olive skin, ILIA and other clean beauty products, Perfume and hair growth reviews

## Audience (inferred)
- status: present
- description: Fair to light neutral olive-skinned women seeking makeup product recommendations and tutorials that suit their skin tone
- roles: consumer
- seniority: consumer
- pain_points: Finding makeup shades and blushes that actually flatter olive skin without looking off, Wasting money on products that don't perform well on their specific complexion, Lack of authentic swatches and reviews for olive-friendly cosmetics
- 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: 50
- authenticity_basis: profile_shape_only
- credibility_score: 50
- 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_abbymalyszka#bfa21ac2] Ethereal sun-kissed makeup tutorial on neutral olive skin✨  GRWM and I’ll show you how I got this rosy bronzed makeup look 🥀✨🌞 #sunkissedmakeup #oliveskin #ethereal #grwm #makeuptutorial (https://www.tiktok.com/@abbymalyszka)
- [tiktok_abbymalyszka#4ac0496c] It is a becoming a big trend on TikTok now! Click here: sunkissedmakeup
- [tiktok_abbymalyszka#fb7c0079] Check out Abby ⚘’s video! #TikTok >
- [tiktok_abbymalyszka#13c42db8] Mac’s Antique Velvet blush and lipstick on fair neutral olive skin ✨ New Skinfinish Colourstruck Blush in “Antique Velvet”  Macximal Silky Matte Lipstick in “Antique Velvet” #fairoliveskin #oliveskin #lipstick #blush #maccosmetics
- [tiktok_abbymalyszka#3e53b82f] original sound - abbymalyszka
- [tiktok_abbymalyszka#6b7e645e] Search:
- [tiktok_abbymalyszka#22900809] antique velvet mac blush
- [tiktok_abbymalyszka#45fbfad2] Dark Mac lipsticks on fair olive skin 🖤 @maccosmetics  Macximal Silky Matte lipstick in “Sin” MAC Crèmesheen lipstick in “Hang Up” *Discontinuted  Macximal Silky Matte lipstick in “Antique Velve

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=61, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 61
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 9
- 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_abbymalyszka
- Request removal: https://koinonlink.com/claim?k=tiktok_abbymalyszka
- Terms: https://koinonlink.com/for-ai