# eComHardy (@ecomhardy) on youtube

- id: koinon:creator:youtube_ecomhardy
- url: https://koinonlink.com/kol/youtube/ecomhardy
- schema_version: 1.4

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

## Reach
- followers: 1510
- posts_observed: 15
- 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: ecommerce
- subcategory: dropship
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Shopify店铺搭建与优化, WordPress/WooCommerce主题与插件推荐, Facebook和Google广告投放, Dropshipping与免费工具使用, 电商转化与销售技巧
- bio: Welcome to our YouTube channel – your go-to place for easy and helpful tutorials on starting and growing your online business.

## Audience (inferred)
- status: present
- description: small and mid-sized e-commerce sellers and independent store operators, primarily execution-level users running dropshipping or private label sales on Shopify or WooCommerce
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to improve ROAS on Facebook and Google ads, Want essential features like discounts, upsells, and themes without paying for apps, Finding it hard to choose between platforms like Shopify, WooCommerce, Amazon, and eBay, Need ways to boost conversion rates and average order value without relying on discounts
- posts_analysed: 40
- confidence: 0.75

## 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: 33
- authenticity_basis: profile_shape_only
- credibility_score: 33
- 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_ecomhardy#c08d7a6e] What to optimize in facebook and google ads for high ROAS (https://www.youtube.com/@ecomhardy)
- [youtube_ecomhardy#31a7661c] Detect who is dropshipping your products on their website for free
- [youtube_ecomhardy#ecd856a5] How to change the button colour of Horizon theme in Shopify Website
- [youtube_ecomhardy#206e2c12] How to Create Buy X Get Y discount on your Shopify store without any app for free
- [youtube_ecomhardy#5088dcf8] Create a Shopify Store Theme in 60 Seconds with AI! (No Code!)
- [youtube_ecomhardy#391ffb1b] How to Preview Shopify  front-end product page with pull preview #ShopifyProductedit
- [youtube_ecomhardy#bc8d6676] why shopify overcomes ebay and amazon?
- [youtube_ecomhardy#3f4cdc7d] where to sell- amazon or ebay

## 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=70, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=70, 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=70, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=75, 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=70, 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=75, 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=75, method=platform_profile

## Freshness
- profile_checked_days_ago: 75
- content_analysed_days_ago: 70
- audience_updated_days_ago: 70

## AI retrieval
- indexing_requests: 10
- 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_ecomhardy
- Request removal: https://koinonlink.com/claim?k=youtube_ecomhardy
- Terms: https://koinonlink.com/for-ai