# Franz Bubert (@franzbubert7287) on youtube

- id: koinon:creator:youtube_franzbubert7287
- url: https://koinonlink.com/kol/youtube/franzbubert7287
- schema_version: 1.4

## Identity
- platform: youtube
- handle: franzbubert7287
- platform_url: https://www.youtube.com/@franzbubert7287
- country: Germany
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2130
- posts_observed: 1
- 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_ads
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Shopify store setup and product page optimization, Dropshipping product research and winning items, AI compliance and labeling requirements for online shops, Ad platforms and retargeting strategies, Store automation, upsells, bundles and revenue optimization
- bio: Herzlich Willkommen auf meinen E-Commerce Kanal. Hier gibt es regelmäßig Content zum Thema Shopify Dropshipping, ...

## Audience (inferred)
- status: present
- description: Shopify dropshipping beginners and small online store owners/operators running or starting e-commerce businesses
- roles: ecom_ops
- seniority: learner
- pain_points: Finding winning products that actually sell without wasting time, Losing money on ads (Meta/TikTok/Google) especially at the start, Complying with new AI labeling and disclaimer rules for images/content in shops, Low revenue per order and high cart abandonment rates
- posts_analysed: 48
- confidence: 0.75

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

## Quality signals
- authenticity_score: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- 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_franzbubert7287#dffebb52] The Correct Layout for a Product Page That Actually Sells (https://www.youtube.com/@franzbubert7287)
- [youtube_franzbubert7287#0c5e7ee3] Setting up Retargeting: How to win back almost-lost customers
- [youtube_franzbubert7287#3dc3fc9f] Labeling AI in your online shop: Exactly what goes where
- [youtube_franzbubert7287#1b58e0f3] Why Your Offer Is More Important Than Your Product for Online Stores
- [youtube_franzbubert7287#36171925] Why Constant Discounts Kill Your Online Store and Eat Your Margins
- [youtube_franzbubert7287#83e08e1e] Who is actually enforcing the new AI Act? #shopify #ecom #shorts
- [youtube_franzbubert7287#2a58b07d] Who is liable for AI content in your shop, you or the tool?
- [youtube_franzbubert7287#ac0adf15] How to properly label AI content for your online shop #shopify #ecom #shorts

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=78, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 14
- user_triggered_requests: 2
- last_user_triggered_day: 2026-10-03
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
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- Request removal: https://koinonlink.com/claim?k=youtube_franzbubert7287
- Terms: https://koinonlink.com/for-ai