# Dedy Liem (@DedyLiem) on youtube

- id: koinon:creator:youtube_dedyliem
- url: https://koinonlink.com/kol/youtube/DedyLiem
- schema_version: 1.2

## Identity
- platform: youtube
- handle: DedyLiem
- platform_url: https://www.youtube.com/@DedyLiem
- country: Indonesia
- entity_type: creator
- person_id: koinon:person:youtube_dedyliem

## Reach
- followers: 150000
- 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: ecommerce
- subcategory: marketplace
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Shopee ads performance and optimization, Marketplace taxation and government fees, Platform policy updates and seller compliance, DLCM community roadshows and offline events, Daily struggles of small online sellers
- bio: Saluran yang berisi aneka tips dan trik berjualan secara online khususnya di marketplace seperti Lazada, Tokopedia, Shopee, ...

## Audience (inferred)
- status: present
- description: Indonesian small-to-medium online marketplace sellers, mainly on Shopee, Tokopedia and Lazada, who run their own stores or manage ads and compliance
- roles: ecom_ops
- seniority: practitioner
- pain_points: Marketplace taxes and admin fees suddenly cutting into profits, Running Shopee ads but sales still not growing, Frequent platform policy changes and extra fees that sellers must react to quickly, Need to stay compliant with new rules (NIB, SKB, halal cert) while keeping operations running
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 0.9
- 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: 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
- [youtube_dedyliem#30b5a79a] Use this as a reminder for yourself😊#DedyLiem #DLCM #GreetingsProfits (https://www.youtube.com/@DedyLiem)
- [youtube_dedyliem#d1053912] Disuruh bayar tepat waktu, kirain karena urgent untuk urusan negara.
- [youtube_dedyliem#4737892e] The sensation of shopping at a legendary bedding store in Jogja
- [youtube_dedyliem#a3f6a068] 8 kota, 2 bulan, dan begitu banyak cerita. DLCM Roadshow 2026 telah selesai! Terima kasih
- [youtube_dedyliem#ede4f235] Persaingan platform jualan online sepertinya akan semakin menarik nih🤔#DedyLiem #DLCM #SalamCuan
- [youtube_dedyliem#80cb0b6d] Shocked but not surprised😂#DedyLiem #DLCM #SalamCuan
- [youtube_dedyliem#bc7a0c5b] Semoga kakaknya bisa nafas ya😭Source:  Threads @mahesti.jpg#DedyLiem #DLCM #SalamCuan
- [youtube_dedyliem#a7321434] August 25, 2026

## 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=0, 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=0, 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=0, method=platform_profile

## Freshness
- profile_checked_days_ago: 0
- 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=youtube_dedyliem
- Request removal: https://koinonlink.com/claim?k=youtube_dedyliem
- Terms: https://koinonlink.com/for-ai