# Ecommerce Aholic (@eCommerceAholic) on youtube

- id: koinon:creator:youtube_ecommerceaholic
- url: https://koinonlink.com/kol/youtube/eCommerceAholic
- schema_version: 1.4

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

## Reach
- followers: 7910
- posts_observed: 11
- 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: ecom_tools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Shopify pricing and policy changes, eCommerce platform comparisons, Industry news and company updates, Conference and event strategies, Small business eCommerce platform selection
- bio: TJ Gamble aka eCommerceAholic: I have 20 years of eCommerce experience and am the CEO of Jamersan, a Top 50 Magento ...

## Audience (inferred)
- status: present
- description: eCommerce store owners and operators running small to mid-size online businesses, especially those using or evaluating Shopify, Magento, and BigCommerce
- roles: ecom_ops
- seniority: practitioner
- pain_points: Sudden platform price hikes eating into margins, Deciding whether conference and event spend delivers ROI, Navigating frequent platform changes and feature updates, Choosing the right eCommerce platform for long-term scalability
- posts_analysed: 11
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 43
- authenticity_basis: profile_shape_only
- credibility_score: 43
- 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_ecommerceaholic#056dc502] Not everyone cares about ecommerce like some of us do and that's okay. #shorts (https://www.youtube.com/@eCommerceAholic)
- [youtube_ecommerceaholic#4d212d04] Do you have a gameplan when it comes to renting a booth? #shorts
- [youtube_ecommerceaholic#5244e686] Do you think the cost of going to conferences is worth it? #shorts
- [youtube_ecommerceaholic#6a1f90d4] What's your conference game plan? #shorts
- [youtube_ecommerceaholic#b22b7e0f] Are you invested in BigCommerce? #shorts
- [youtube_ecommerceaholic#1a418ae0] So many tech companies are cutting back on staff.. #shorts
- [youtube_ecommerceaholic#e19035f9] Shopify Cancels Their Internal Meetings #shorts
- [youtube_ecommerceaholic#7f1c874c] Bed Bath and Beyond is Probably Filing for Bankruptcy #shorts

## 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=79, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=79, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=79, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=96, 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=79, 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=96, 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=96, method=platform_profile

## Freshness
- profile_checked_days_ago: 96
- content_analysed_days_ago: 79
- audience_updated_days_ago: 79

## AI retrieval
- indexing_requests: 7
- 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_ecommerceaholic
- Request removal: https://koinonlink.com/claim?k=youtube_ecommerceaholic
- Terms: https://koinonlink.com/for-ai