# Raj Business Tips (@rajbusinesstips3278) on youtube

- id: koinon:creator:youtube_rajbusinesstips3278
- url: https://koinonlink.com/kol/youtube/rajbusinesstips3278
- schema_version: 1.4

## Identity
- platform: youtube
- handle: rajbusinesstips3278
- platform_url: https://www.youtube.com/@rajbusinesstips3278
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 28900
- posts_observed: 2
- verified: false
- size_tier: koc

## 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: supply
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Santipur纱丽批发市场, 低价手织纱丽与Jamdani纱丽, 库尔塔与睡衣批发价格, 工厂直供散装采购, 货到付款与小额起批

## Audience (inferred)
- status: present
- description: Small-scale clothing retailers, wholesale resellers, and street vendors in India and Bangladesh, primarily reselling garments like sarees and kurtas purchased at low prices through wholesale channels
- roles: sales
- seniority: practitioner
- pain_points: Difficulty finding reliable, low-cost factory direct suppliers, High minimum order quantities causing financial strain, Inability to order remotely and lack of cash-on-delivery options, Challenges in bulk purchasing popular handwoven sarees and printed styles
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 50
- authenticity_basis: profile_shape_only
- credibility_score: 50
- flagged_for_review: false
- koinon_bd_grade: B — 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
- [youtube_rajbusinesstips3278#e0e5270f] santipur saree wholesale market #santipur_saree_market #shorts #frog #viralvideo (https://www.youtube.com/@rajbusinesstips3278)
- [youtube_rajbusinesstips3278#bfafadc7] Our Website "Bongobastra" For you 🥰 www.bongobastra.com #shots #viralvideo #saree
- [youtube_rajbusinesstips3278#290b6f15] santipur saree wholesale market #saree #jamdani_saree_price #shots #shorts #viralvideo #viralshorts
- [youtube_rajbusinesstips3278#3364adc8] Buy Shantipur printed saree for just 80 taka #saree #shorts #viral #santipursareemarket #shots
- [youtube_rajbusinesstips3278#aab03970] Buy Banarasi saree for just 350 taka #saree #santipursareemarket #shorts #viral #banarasi #shots
- [youtube_rajbusinesstips3278#95250538] Buy Shantipur sarees at a very cheap price at Santipur saree wholesale market #saree #shots #vira...
- [youtube_rajbusinesstips3278#c9153be9] #shorts #kurti
- [youtube_rajbusinesstips3278#433e49a0] Shantipur special jamdani saree cash on delivery available #saree #shorts #viral #shots

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=62, 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=61, 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=62, 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=62, method=platform_profile

## Freshness
- profile_checked_days_ago: 62
- content_analysed_days_ago: 61
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 11
- 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=youtube_rajbusinesstips3278
- Request removal: https://koinonlink.com/claim?k=youtube_rajbusinesstips3278
- Terms: https://koinonlink.com/for-ai