# Praktisi Digital Marketing Indonesia 🤝 MasAri (@masaridigital) on threads

- id: koinon:creator:threads_masaridigital
- url: https://koinonlink.com/kol/threads/masaridigital
- schema_version: 1.4

## Identity
- platform: threads
- handle: masaridigital
- platform_url: https://www.threads.net/@masaridigital
- website: https://lynk.id/masaridigitalmarketing
- country: Indonesia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1963
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.04992
- best_post_interactions: 98
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: ecom_ads
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Customer journey in digital marketing, Ad campaign strategy for small businesses, Content that converts, Building trust through digital presence, Digital marketing for business owners
- bio: 🚀 Digital Performance & Growth Specialist
🪝 Raih Mimpimu Lewat Digital Marketing
#JanganAsalMainDigital
🧠 Internet Marketer Sejak 2007
📩 Kolab? DM

## Audience (inferred)
- status: present
- description: Indonesian small business owners and digital marketing beginners who struggle with understanding the full customer journey and expect quick results from ads
- roles: ads
- seniority: practitioner
- pain_points: Not understanding the full customer journey leads to wasted ad spend, Expecting instant ROI from ads without proper strategy, Lack of clear messaging or content that converts, Difficulty in building trust and credibility with customers through digital channels
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 40
- authenticity_basis: engagement_observed
- credibility_score: 40
- 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
- [threads_masaridigital#db143d41] Buat business owner... Jangan berharap banyak dengan pasang iklan dan endorse kalau belum paham betul alurnya. Bukan bimsalabim, pasang iklan selalu untung. Kalo hasilnya nggak pernah boncos, yang bantu pasang iklan itu nggak bakal kerja sama orang. Yang dibutuhin itu, analisa da (https://www.threads.com/@masaridigital/post/DLWeNpdzkEl)
- [threads_masaridigital#78e01e51] Gara-gara tadi liat orang tabrakan di Setu, terus tiba-tiba mikir soal jatoh sebentar. Pas mau balik, udah niat pulang. Tapi ngopi dulu lah bentar, jadi muter balik. Gud feeling udah nggak enak tapi dipaksa. Pas nengok tempat kopi di sebrang, terus ngerem mendadak karena didepan 
- [threads_masaridigital#708f20f0] Coba spill 1 buku atau pesan dari orang, yang membantumu untuk meruba

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=119, 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=78, 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=119, 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=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 78
- audience_updated_days_ago: 20

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