# How to Run a Retail Store (@howtorunaretailstore) on youtube

- id: koinon:creator:youtube_howtorunaretailstore
- url: https://koinonlink.com/kol/youtube/howtorunaretailstore
- schema_version: 1.4

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

## Reach
- followers: 5920
- posts_observed: 10
- verified: false
- size_tier: nano

## 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: lifestyle
- subcategory: home_living
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: store display and visual merchandising makeovers, wholesale buying trips and market strategies, retail sales hacks and pricing tips, boutique interior design and DIY projects, small business owner daily operations and mistakes to avoid
- bio: I'm Sara and I'm here to help you maximize your brick & mortar storefront, so you can make the most money possible! For tons of ...

## Audience (inferred)
- status: present
- description: Small brick-and-mortar retail store and boutique owners focused on physical storefront operations and sales growth
- roles: sales
- seniority: decision_maker
- pain_points: Low daily sales and ineffective merchandising that fails to convert browsers, Costly inventory buying mistakes and poor wholesale market decisions, Time wasted on manual pricing, displays, and store layout changes, Difficulty creating engaging in-store experiences that boost average order value
- posts_analysed: 47
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 41
- authenticity_basis: profile_shape_only
- credibility_score: 41
- 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
- [youtube_howtorunaretailstore#31ba4e35] This cheap and easy hack will give your window high impact every time! #boutiquelife #makeover (https://www.youtube.com/@howtorunaretailstore)
- [youtube_howtorunaretailstore#ba33ab85] Giving this boring display a makeover.  What do you think? #visualdisplay #decor #makeover
- [youtube_howtorunaretailstore#82c23f4f] My staff thought I was crazy! But taking out 2 dressing rooms to make room for a home vibe was 🏆
- [youtube_howtorunaretailstore#e878d6cb] The confusing life of retail 😂 #retail #smallbusiness
- [youtube_howtorunaretailstore#5f71738e] From Summer to Fall: Inside Our Boutique Transformation! #Retail
- [youtube_howtorunaretailstore#3a7fc379] Check out this cute interactive way to sell Fall Hats! All add on’s…purchased on Amazon!
- [youtube_howtorunaretailstore#3af3c1b3] This hack for pricing your inventory will save you so much time! #smallbusiness #retailbusiness
- [youtube_howtorunaretailstore#4107aff8] This simple tip in your retail store will make you more money EVERY DAY!

## 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=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, 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=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=75, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

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