# Ecommerce Expert (@ecomexpert) on tiktok

- id: koinon:creator:tiktok_ecomexpert
- url: https://koinonlink.com/kol/tiktok/ecomexpert
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: ecomexpert
- platform_url: https://www.tiktok.com/@ecomexpert
- country: Spain
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 14566
- following: 411
- posts_total: 440
- posts_observed: 15
- 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: ecommerce
- subcategory: dropship
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Ecommerce en dropshipping verdienmodellen, Simpele producten die veel omzet genereren, Verschillen tussen platforms (Bol, Amazon, AliExpress), AI-tools om kosten te besparen, Overstap naar vastgoed in Spanje, Online side hustles en passief inkomen

## Audience (inferred)
- status: present
- description: Nederlandse en Belgische aspirant online ondernemers en starters die willen verdienen met e-commerce, dropshipping of simpele productverkoop
- roles: ecom_ops
- seniority: learner
- pain_points: Niet weten waar te beginnen met online ondernemen zonder ervaring, Moeite met het vinden van winnaarsproducten en juiste leveranciers (Ali vs Alibaba), Onzekerheid over platforms zoals Bol.com versus Amazon, Frustratie over inconsistente inkomsten en hoge kosten in e-commerce
- posts_analysed: 98
- confidence: 0.9

## 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: 54
- authenticity_basis: profile_shape_only
- credibility_score: 54
- 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
- [tiktok_ecomexpert#cc3a8a1d] Het is eigenlijk bizar wat voor mogelijkheden Amazon met zich mee brengt #voorjou #nederland #ondernemen #verkopenopamazon (https://www.tiktok.com/@ecomexpert)
- [tiktok_ecomexpert#ef6734d4] original sound - miaelliot7
- [tiktok_ecomexpert#ff74d699] INDUSTRY BABY
- [tiktok_ecomexpert#44b78a08] It is a becoming a big trend on TikTok now! Click here: voorjou
- [tiktok_ecomexpert#0ee1fc7b] Check out Ecommerce Expert’s video! #TikTok >
- [tiktok_ecomexpert#927d3e8b] Dropshippen op bol is verleden tijd…#ecommerce #ondernemen #motivatie #onlinewerken #ondernemer #dropshipping
- [tiktok_ecomexpert#c89152d3] Lazy Sunday
- [tiktok_ecomexpert#9a93ff17] Overal ter wereld geld verdienen 🤔 #geldverdienen #ecommerce  #ondernemen #passiefgeld #motivatie #reizen

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=49, 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=49, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=56, 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=49, 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=56, 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=56, method=platform_profile

## Freshness
- profile_checked_days_ago: 56
- content_analysed_days_ago: 49
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 12
- 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=tiktok_ecomexpert
- Request removal: https://koinonlink.com/claim?k=tiktok_ecomexpert
- Terms: https://koinonlink.com/for-ai