# Marziana | Mindtropic Eskayvie (@marzianashukri) on tiktok

- id: koinon:creator:tiktok_marzianashukri
- url: https://koinonlink.com/kol/tiktok/marzianashukri
- schema_version: 1.2

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

## Reach
- followers: 72998
- following: 1103
- posts_total: 1469
- posts_observed: 3
- 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: parenting
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Mindtropic and Eskayvie supplements for kids, Motherhood burnout and emotional rollercoaster, SPM exam preparation and study struggles, Children's learning milestones like 3M and speech delay, Balancing self-care with parenting responsibilities

## Audience (inferred)
- status: present
- description: Malaysian mothers with school-age children, especially those preparing for SPM or dealing with kids' focus and learning issues
- roles: consumer
- seniority: consumer
- pain_points: Mental and emotional load of motherhood while managing family schedules and kids' needs, Children struggling with focus, memory, or exam performance like SPM, Uncertainty about safe supplements to support children's brain health and learning, Feeling isolated in parenting struggles and comparing self to other moms
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 63
- authenticity_basis: profile_shape_only
- credibility_score: 63
- 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_marzianashukri#74b517ee] Kelebihan Mindtropic Eskayvie yang ramai ibu ayah tak tau lagi #Mindtropic #Eskayvie (https://www.tiktok.com/@marzianashukri)
- [tiktok_marzianashukri#16b9ca74] original sound - marzianashukri
- [tiktok_marzianashukri#839dd510] It is a becoming a big trend on TikTok now! Click here: mindtropic
- [tiktok_marzianashukri#7823fa7c] Check out Marziana | Mindtropic Eskayvie’s video! #TikTok >
- [tiktok_marzianashukri#deeea60a] Dari Failed SPM A asbab makan mindtropic  #mindtropic #Spm #reviewJujurMindtropic
- [tiktok_marzianashukri#6a7a50e3] Apa beza Mindtropic dan Diffenz tu ha.... tengok video ni,tapi kalau masih Confuse nak ambik yg mana satu boleh masuk dalam Live MarzianaShukri dan tanya Live Host mar #Eskayvie #mindtropic #diffenz
- [tiktok_marzianashukri#d20de632] Tapi anak perlukan ibu yang sihat dan bahagia juga. Menjadi ibu tak bermaksud kita kena berhenti menjadi diri sendiri. ... #ibu
- [tiktok_marzianashukri#e8e9fe2f] original sound - makmurmotorgaleso

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, 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=42, 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=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=42, 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=42, method=platform_profile

## Freshness
- profile_checked_days_ago: 42
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

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