# ابدأي مشروعك من بيتك (@women_small_business) on tiktok

- id: koinon:creator:tiktok_women_small_business
- url: https://koinonlink.com/kol/tiktok/women_small_business
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: women_small_business
- platform_url: https://www.tiktok.com/@women_small_business
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 140581
- following: 153
- posts_total: 92
- posts_observed: 10
- 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: dtc_brand
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Home project ideas, Candle making tutorials and troubleshooting, Cement craft projects, Free beginner courses, Free marketing tips for home businesses

## Audience (inferred)
- status: present
- description: Arabic-speaking women interested in starting small home-based handmade craft businesses, especially candle making
- roles: consumer
- seniority: learner
- pain_points: Finding simple, low-cost home project ideas that can sell, Troubleshooting craft issues like candle scent throw, burning problems and material waste, Learning free marketing methods for small projects, Accessing free training without needing paid certificates
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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
- [tiktok_women_small_business#ed8fe3b8] حابة تبدأي مشروع منزلي مميز جداا عن الاسواق؟ 😍🔥 خليكي معي يلاااا 🤌🔥 #فكرة_مشروع #مشاريع_ناجحة #مشاريع_منزليه #صناعات_يدوية (https://www.tiktok.com/@women_small_business)
- [tiktok_women_small_business#dfdbf193] original sound - women_small_business
- [tiktok_women_small_business#5462484a] Gel gör beni Aşk Neyledi
- [tiktok_women_small_business#7d8f3ca2] It is a becoming a big trend on TikTok now! Click here: فكرة_مشروع
- [tiktok_women_small_business#08ffb90b] Check out ابدأي مشروعك من بيتك’s video! #TikTok >
- [tiktok_women_small_business#49306b4f] #answer to @Meriem Ahmed كتير منكم بسألوا هالسؤال 🤍
- [tiktok_women_small_business#23dd82d6] Buffering
- [tiktok_women_small_business#b48b35a3] Way Back Home

## 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=71, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=71, 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=71, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=71, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 71
- audience_updated_days_ago: 71

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