# Bardan - Digital Marketer (@bardanslm) on x

- id: koinon:creator:x_bardanslm
- url: https://koinonlink.com/kol/x/bardanslm
- schema_version: 1.4

## Identity
- platform: x
- handle: bardanslm
- platform_url: https://twitter.com/bardanslm
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 38341
- following: 7433
- posts_total: 60751
- posts_observed: 7
- posts_per_day: 10.94
- account_age_days: 5553
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.03398
- best_post_interactions: 1303
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- 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: 0.85
- category_source: derived_from_recent_content
- topics: Facebook Ads success stories, Scaling e-commerce sales online, Low-budget online business models, E-commerce operations with minimal team, Real case studies of online product sales
- bio: mohon maaf pendaftaran workshop facebook ads ctwa diundur di bulan juli ya 🙏🏻

tanggal pendaftarannya menyusul 🙏🏻 chat dr skrng ke mba sabila 081389027939

## Audience (inferred)
- status: present
- description: Small to mid-sized e-commerce sellers in Indonesia, primarily focusing on Facebook Ads and online sales with low to moderate budgets
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to generate consistent sales without face-to-face customer interaction, Finding it hard to scale online sales beyond initial success, Lacking reliable support or team members to handle operations during growth, Difficulty in converting online visibility into real purchases
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 90
- authenticity_basis: engagement_observed
- credibility_score: 90
- flagged_for_review: false
- koinon_bd_grade: A — 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
- [x_bardanslm#52e1113c] online itu magic. (https://twitter.com/bardanslm/status/2007591829324345750)
- [x_bardanslm#b39950a2] orang bisa beli dagangan kita padahal enggak kenal, tanpa liat langsung, atau tanpa ngecek dulu.
- [x_bardanslm#1a4aa098] pembeliannya jg bisa masif.
- [x_bardanslm#d2af9801] salah 1 gong pertama saya jualan adalah tahun 2016 jualan di tokopedia, jualan mug impor mighty mug versi china, sehari omsetnya bisa 4-5 juta. modal 50 ribu dijual diatas 100 ribu impor sendiri.
- [x_bardanslm#a476a4f0] tim baru 1 dia bantuin packing sambil kuliah, biasa cm k

## 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=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=79, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 79
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 12
- 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=x_bardanslm
- Request removal: https://koinonlink.com/claim?k=x_bardanslm
- Terms: https://koinonlink.com/for-ai