# GINI CARANYA (@ginicaranyaofficial) on tiktok

- id: koinon:creator:tiktok_ginicaranyaofficial
- url: https://koinonlink.com/kol/tiktok/ginicaranyaofficial
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: ginicaranyaofficial
- platform_url: https://www.tiktok.com/@ginicaranyaofficial
- website: https://gco.co.id/saluranwa/
- country: Indonesia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4996402
- following: 111
- posts_total: 1028
- posts_observed: 6
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.03312
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 723
- best_post_interactions: 4744
- 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
- subcategory: app
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Catat Duit系列记账App（Ojol版、学生版、通用版）, Android手机美化与自定义（壁纸、图标、launcher）, 语音/扫码记账、云端文件操作, 游戏优化与电池健康检查, 数字充值与GCO Digital生态
- bio: Gimana Caranya?
#GiniCaranya
💡 Solusi Anti Gaptek | Tutorial HP & App
📱 Developer aplikasi Android & iOS
🔥 Fitur baru app & beta beta tester👇

## Audience (inferred)
- status: present
- description: Ordinary Indonesian Android users, especially ojol drivers, students, and those who want simple budgeting or phone customization
- roles: consumer
- seniority: consumer
- pain_points: Tracking expenses is too cumbersome (requires manual entry of amounts and categories), Don't know where money goes—always empty by month-end, Old-fashioned phone interface; want iOS-style or transparent wallpapers but don't know how to set them, Game lag and unclear battery usage; want to optimize but afraid of breaking the phone
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: engagement_observed
- credibility_score: 66
- flagged_for_review: false
- koinon_bd_grade: B — 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_ginicaranyaofficial#7bbaccec] Catat order sekali tap, bensin & pengeluaran kecatat, penghasilan bersih narik langsung keliatan. Cari aja "Catat Duit Ojol" di Play Store atau App Store 👀 #GiniCaranya #GiniCaranyaOfficial #GiniCaranyaStudio #CatatDuitOjol (https://www.tiktok.com/@ginicaranyaofficial)
- [tiktok_ginicaranyaofficial#092572a4] original sound - elart.rmx
- [tiktok_ginicaranyaofficial#e60192a2] It is a becoming a big trend on TikTok now! Click here: ginicaranya
- [tiktok_ginicaranyaofficial#f21f47e7] Check out GINI CARANYA’s video! #TikTok >
- [tiktok_ginicaranyaofficial#51b6fcc1] Yang kemarin ga kebagian slot beta, sekarang sudah resmi rilis untuk publik 🔥
- [tiktok_ginicaranyaofficial#bd255b24] Mulai Agustus 2026, fitur premium semua aplikasi Gini Caranya Studio dikelola dalam satu akun GCO Digital. Detail lengkapnya ada di Saluran WA — link di bio 👀 #GiniCaranya #GiniCaranyaStudio #GCODigital
- [tiktok_ginicaranyaofficial#0c6125f5] Daylight by Maroon 5
- [tiktok_ginicaranyaofficial#723db6dc] Info buat pengguna app GCO 📢

## 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=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=0.5, 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=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: 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_ginicaranyaofficial
- Request removal: https://koinonlink.com/claim?k=tiktok_ginicaranyaofficial
- Terms: https://koinonlink.com/for-ai