# Zahrah (@mnizahrahh) on threads

- id: koinon:creator:threads_mnizahrahh
- url: https://koinonlink.com/kol/threads/mnizahrahh
- schema_version: 1.4

## Identity
- platform: threads
- handle: mnizahrahh
- platform_url: https://www.threads.net/@mnizahrahh
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 930
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.19785
- best_post_interactions: 184
- 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: Emotional eating and personal discipline, Local food and snack cravings, Small business operations in Malaysia, Handmade goods and clothing production, Second-hand equipment for small businesses, Word-of-mouth marketing in local food businesses
- bio: Dunia hanya sementara.

## Audience (inferred)
- status: present
- description: Small business owners and side hustlers in Malaysia, mainly focused on local retail, food, and handmade goods, with a strong emphasis on daily struggles, cravings, and practical business decisions
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to maintain discipline in diet due to stress and emotional eating, Facing constant cravings that sabotage personal goals like weight loss, Having difficulty finding reliable local suppliers or equipment for small-scale production, Dealing with the emotional toll of running a small business without clear marketing strategies
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 35
- authenticity_basis: engagement_observed
- credibility_score: 35
- 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_mnizahrahh#6d26ef05] Titik tertinggi kau bila kau baru je plan nak jual moto untuk survive bulan ni, tiba2 ada orang mesej nak pinjam duit sebab nak beli moto 😂😂😂😂 (https://www.threads.com/@mnizahrahh/post/DYNAwY5CQLm)
- [threads_mnizahrahh#d97effe2] Sedapnya makan Cinnamon Rolls panas2.. Tadi order untuk office,ads extra. Balik panaskan. Satu dengan oven, satu dengan pengukus. I prefer pakai pengukus. Lembab2 camtu. Order dekat Waheeda Kitchen.
- [threads_mnizahrahh#5e35295f] Cannot diet when stressed. Food is the only my comfort things .
- [threads_mnizahrahh#3fc94629] Craving donut susu pulak dah.. makin nak diet makin banyak craving nya!
- [threads_mnizahrahh#aff98a56] Mesin jahit industry untuk dilepaskan. Harga open RM1200 . All works well. Boleh datang test drive dulu. Lokasi : Kulim Kedah .
- [threads_mnizahrahh#e39a58bb] Ada kedai makan yang tak perlu marketing pun.. sebab makanan and servis dia sendiri dah jadi 'bahan marketing' percuma.
- [threads_mnizahrahh#511b3a98] Craving cinnamon rolls. Dekat mana ada jual dekat Kulim ni?
- [threads_mnizahrahh#034fee13] Dah lebih 10 tahun fokus baju lelaki . dah mula start buat baju perempuan pulak.. Lately ramai

## 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=122, 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=122, 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=122, method=platform_profile

## Freshness
- profile_checked_days_ago: 122
- content_analysed_days_ago: 78
- 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=threads_mnizahrahh
- Request removal: https://koinonlink.com/claim?k=threads_mnizahrahh
- Terms: https://koinonlink.com/for-ai