# Marketing Business Network (@MarketingBusinessNetwork) on youtube

- id: koinon:creator:youtube_marketingbusinessnetwork
- url: https://koinonlink.com/kol/youtube/MarketingBusinessNetwork
- schema_version: 1.4

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

## Reach
- followers: 45100
- posts_observed: 3
- 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: entertainment
- subcategory: edu_science
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 消费者心理学与购物行为, AI在职场的使用与影子AI, 广告与营销趋势, 个人理财与预算方法, 商业故事与基础概念
- bio: Marketing Business Network uploads simple and easy-to-understand explanations of common terms used in the world of ...

## Audience (inferred)
- status: present
- description: marketing and business enthusiasts, including professionals or students interested in consumer psychology, advertising trends, and personal finance
- roles: consumer
- seniority: learner
- pain_points: struggling to grasp the real-world meaning of marketing and business jargon, making purchasing decisions driven by emotions without self-awareness, wanting to learn simple budgeting and investing methods but can't find easy-to-understand resources
- posts_analysed: 13
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 53
- authenticity_basis: profile_shape_only
- credibility_score: 53
- 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_marketingbusinessnetwork#96298eab] AI Shame... Why We Hide Our AI Use 🤖 #AIShame #ShadowAI #ArtificialIntelligence #AIAtWork (https://www.youtube.com/@MarketingBusinessNetwork)
- [youtube_marketingbusinessnetwork#4b79a40c] Half of workers use AI unofficially. What’s shadow AI? #AI #FutureOfWork #ShadowAI
- [youtube_marketingbusinessnetwork#2c437c5a] The Hidden Science of Shopping 🛒🏪  #smartshopping #consumerpsychology #RetailPsychology
- [youtube_marketingbusinessnetwork#5eebdc72] Are your purchases rational or emotional? 🛒 #behavioraleconomics #smartshopping
- [youtube_marketingbusinessnetwork#1fc20b28] Why You Buy More Than You Planned? 🛒💸 #consumerpsychology  #behavioraleconomics #smartshopping
- [youtube_marketingbusinessnetwork#2be970e3] What is Investing? A Simple Overview   #financialeducation #investing
- [youtube_marketingbusinessnetwork#6c935bac] The Inspiring Story of Colonel Sanders 🍗✨ #inspiration #business #kfc #colonelsanders
- [youtube_marketingbusinessnetwork#f5ce88c2] Simplest Budgeting Method in 2024 #budgetingtips #easybudgeting #finacialgoals #financialfreedom

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=67, 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=67, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=95, 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=67, 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=95, 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=95, method=platform_profile

## Freshness
- profile_checked_days_ago: 95
- content_analysed_days_ago: 67
- audience_updated_days_ago: 67

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