# Christian Wolf & Eric Demuth (@BeyondBusinessCast) on youtube

- id: koinon:creator:youtube_beyondbusinesscast
- url: https://koinonlink.com/kol/youtube/BeyondBusinessCast
- schema_version: 1.4

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

## Reach
- followers: 52000
- posts_observed: 1
- 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: dtc_brand
- category_confidence: 0.85
- category_source: derived_from_discovery_path
- topics: Entrepreneurship and starting businesses, Work ethic and quitting mindset, German politics and current events, Personal health and lifestyle, Leaving Germany and relocation
- bio: Beyond Business Cast – mit Eric Demuth & Christian Wolf Eric Demuth (Bitpanda) und Christian Wolf (More Nutrition) reden ...

## Audience (inferred)
- status: present
- description: German-speaking entrepreneurs, self-employed professionals and business enthusiasts interested in founder stories, work ethic and German current affairs
- roles: none
- seniority: practitioner
- pain_points: Coping with major business setbacks and financial losses, Navigating German politics, regulations and social security issues, Managing personal challenges like ADHD, health markers or fertility, Deciding on relocation or staying in Germany amid limited opportunities
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 53
- authenticity_basis: profile_shape_only
- credibility_score: 53
- 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_beyondbusinesscast#4a22faca] Episode 12 - 99% of people quit here #bbcast (https://www.youtube.com/@BeyondBusinessCast)
- [youtube_beyondbusinesscast#b7ceb8cc] Episode 86 - Porsche Job Cuts #beyondbcast
- [youtube_beyondbusinesscast#c8a1507d] Episode 23 - I had to grow up at 8 years old #bbcast
- [youtube_beyondbusinesscast#8a8f7e05] Episode 69 - How we deal with ADHD #bbcast
- [youtube_beyondbusinesscast#e19f5d2c] Episode 64 - What has changed since CVC #beyondbcast
- [youtube_beyondbusinesscast#7359b937] Episode 1 - How Christian became the German Champion #bbcast
- [youtube_beyondbusinesscast#0f3eefd6] Episode 79 - The Path into Politics #beyondbcast
- [youtube_beyondbusinesscast#e530cb85] Episode 86 - The Fascination with Luxury Brands #beyondbcast

## 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=53, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=53, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=53, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=53, 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=53, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=53, 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=53, 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=53, 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=53, method=platform_profile

## Freshness
- profile_checked_days_ago: 53
- content_analysed_days_ago: 53
- audience_updated_days_ago: 53

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 1
- 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
- Claim or correct: https://koinonlink.com/claim?k=youtube_beyondbusinesscast
- Request removal: https://koinonlink.com/claim?k=youtube_beyondbusinesscast
- Terms: https://koinonlink.com/for-ai