# Shopify++ (@shopifyplusplus) on youtube

- id: koinon:creator:youtube_shopifyplusplus
- url: https://koinonlink.com/kol/youtube/shopifyplusplus
- schema_version: 1.3

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

## Reach
- followers: 22400
- posts_observed: 336
- 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: software
- subcategory: devtools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Shopify theme development, Shopify app development, Liquid programming, Shopify API and CLI, Checkout and metafield customization
- bio: ... you will learn about: • Shopify theme development and customization • Shopify app and private app development • Shopify store ...

## Audience (inferred)
- status: present
- description: Shopify developers, freelancers and e-commerce operators who build or customize stores using code
- roles: dev
- seniority: practitioner
- pain_points: Struggling with Liquid templating and theme customization, Building and deploying Shopify apps or private apps, Handling API authentication, metafields and checkout modifications, Using Shopify CLI effectively for development workflows
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 49
- authenticity_basis: profile_shape_only
- credibility_score: 49
- 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_shopifyplusplus#2c9e8301] Create powerful pair and bulk discounts to order value and flexible promotional offers. (https://www.youtube.com/@shopifyplusplus)
- [youtube_shopifyplusplus#4914b198] Start a New Web Development Course - Figma to Shopify #education #ecommerce #shopifytheme #web
- [youtube_shopifyplusplus#5baae605] How to Get Shopify Access Tokan - #ecommerce #shopfiy #api #sho #shopifysuccess #dropshipping
- [youtube_shopifyplusplus#2057bd98] Shopify Metafields | Add Additional Details From Metafields #ecommerce #nodejs #shopifydeveloper
- [youtube_shopifyplusplus#51254002] Shopify App Store Hosting Pricing and Plan | #ecommerce #shopifyapp #shopify #shopifypartners
- [youtube_shopifyplusplus#b25a1be6] How to Customize Shopify Checkout Page #ecommerce #coding #shopify #shopifyapp #shopifytheme #nodejs
- [youtube_shopifyplusplus#0c3e3a57] Shopify Crash Course One Video #ecommerce #coding #ecommerceapp  #programming #nodejs
- [youtube_shopifyplusplus#268b053d] For Loop | shopify for loop in hindi | for loop liquid Programming Hindi | Liquid Programming

## 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=33, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=33, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=33, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=0, 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=0, 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=0, 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=0, method=platform_profile

## Freshness
- profile_checked_days_ago: 0
- content_analysed_days_ago: 0
- audience_updated_days_ago: 33

## AI retrieval
- indexing_requests: 1
- 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_shopifyplusplus
- Request removal: https://koinonlink.com/claim?k=youtube_shopifyplusplus
- Terms: https://koinonlink.com/for-ai