# jay juhari (@jay_juhari) on threads

- id: koinon:creator:threads_jay_juhari
- url: https://koinonlink.com/kol/threads/jay_juhari
- schema_version: 1.4

## Identity
- platform: threads
- handle: jay_juhari
- platform_url: https://www.threads.net/@jay_juhari
- website: https://linktr.ee/onehitmedia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1175
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01277
- best_post_interactions: 15
- 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: 0.85
- category_source: derived_from_recent_content
- topics: Meta ads strategy, TikTok marketing & sales, Low-budget ad testing offers, Personal ads coaching
- bio: Co-Founder One Hit Media (003312578-K)
Saya bantu manage paid ads di Meta & TikTok dan Personal Coaching

## Audience (inferred)
- status: present
- description: Malaysian small business owners and budget-conscious entrepreneurs seeking affordable Meta/TikTok ads coaching and testing
- roles: ads
- seniority: learner
- pain_points: Limited ad budget preventing testing, Lack of technical knowledge to run Meta/TikTok ads, Difficulty achieving sales without proven strategies, Need for localized coaching in smaller cities
- posts_analysed: 7
- 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: 31
- authenticity_basis: engagement_observed
- credibility_score: 31
- 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_jay_juhari#4e6e3c10] Pejam celik dah 3juta SALES client aku di TikTok Aku nak share 3 rahsia MARKETING STRATEGY yang aku buat dengan client untuk achieve 7 figures 👇🏻👇🏻👇🏻 (https://www.threads.com/@jay_juhari/post/DXZd32lFHxz)
- [threads_jay_juhari#2c0d6b40] Kenapa banyak bising pasal ANJING je kenapa tak bising pasal budak yang kene tu? Pelik ni
- [threads_jay_juhari#9d2b496d] Ada ke usahawan yang takde modal besar tapi nak cuba run meta ads? Saya nak offer RM200 sahaja untuk 5 hari testing (upah + bajet ads) all in
- [threads_jay_juhari#b5debc9d] Warga kota bharu ada ke yang nak belajar run ads meta atau tiktok minggu ni? Selasa/khamis/sabtu masih ada slot kosong Saya ajar teknikal dan consult strategi content ads sampai balik kelas boleh produce result InShaaAllah
- [threads_jay_juhari#1d99aad0] Alhamdulillah dapat star shop
- [threads_jay_juhari#d1652a15] Tiap tahun bila event rxz member ada je kes kemalangan itu ini mana taknya orang konvoi ramai2 santai engko pula nak racing 24jam Sila nyatakan 1 faedah event rxz ni untuk aku husnuzon
- [threads_jay_juhari#d6e4718e] Review jujur spiderman brand new day Finally boleh tengok mo

## 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=79, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=79, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=79, 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=112, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 79
- audience_updated_days_ago: 79

## AI retrieval
- indexing_requests: 8
- 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_jay_juhari
- Request removal: https://koinonlink.com/claim?k=threads_jay_juhari
- Terms: https://koinonlink.com/for-ai