# Mama Chila & Alma 👧🏻👧🏻 (@wulanmiulan) on tiktok

- id: koinon:creator:tiktok_wulanmiulan
- url: https://koinonlink.com/kol/tiktok/wulanmiulan
- schema_version: 1.3

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

## Reach
- followers: 965007
- following: 1545
- posts_total: 1062
- posts_observed: 6
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Setelan & kaos anak Korean style, Souvenir ultah & goodie bag anak, Buku & alat belajar membaca, Baju renang & outer anak, Mainan slime, pasir salju, water beads, Sepatu & sandal anak couple
- bio: ✨ Mainan Anak Viral✨
LIVE SETIAP HARI

## Audience (inferred)
- status: present
- description: Indonesian mothers with young children (toddlers to early teens) who buy affordable cute kids' clothing, toys, school prep items and party favors
- roles: consumer
- seniority: consumer
- pain_points: Mencari pakaian anak yang lucu, nyaman, adem dan murah untuk dipakai sehari-hari, Membutuhkan souvenir ultah/goodie bag yang unik, murah dan praktis dalam jumlah banyak, Mempersiapkan anak PAUD/TK/SD agar cepat lancar membaca dan siap belajar, Mencari mainan sensory play dan aktivitas kreatif yang aman serta menghibur anak di rumah
- posts_analysed: 71
- 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: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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_wulanmiulan#acfb0b4f] Lemari kosmetik atau lemari skincare yang ukuran mini ~ bikin skincare dan make up jadi gak berantakan di mana mana ✨😍#lemari #lemarimakeup #lemariskincare #fyp (https://www.tiktok.com/@wulanmiulan)
- [tiktok_wulanmiulan#beb13123] A cute song with heartwarming whistles and ukulele(1492682)
- [tiktok_wulanmiulan#a9b5b44d] It is a becoming a big trend on TikTok now! Click here: lemari
- [tiktok_wulanmiulan#84e48b61] Check out Mama Chila & Alma 👧🏻👧🏻’s video! #TikTok >
- [tiktok_wulanmiulan#06fd75cd] Sekali cekout udah dapat Set bantal & guling untuk anak, Harga murah tapi bahan halus lembut empuk nyaman dipeluk. Cocok untuk anak usia 1-7 tahun 😍 #bantalguling #bantalgulinganak #bantalanak #bantallucu
- [tiktok_wulanmiulan#7f55c75c] original sound - wulanmiulan
- [tiktok_wulanmiulan#b066ab45] Ikat rambut gemes yang  warna warni bikin rambut anak jadi makin berwarna ✨😍#ikatrambut #hiasanrambut #ikatrambutgemes #fyp
- [tiktok_wulanmiulan#000c3820] original sound - tamutami_999

## 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=32, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=32, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=32, 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=43, 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=43, 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=43, method=platform_profile

## Freshness
- profile_checked_days_ago: 43
- content_analysed_days_ago: 0
- audience_updated_days_ago: 32

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