# Robert W. Schönholz (@schoenholz) on tiktok

- id: koinon:creator:tiktok_schoenholz
- url: https://koinonlink.com/kol/tiktok/schoenholz
- schema_version: 1.4

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

## Reach
- followers: 5840
- following: 188
- 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: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI image model comparisons for product photography, Prompt libraries and tutorials for AI ad creation, EU AI content labeling regulations in OOH and digital ads, Generating UGC and CGI ads with tools like Sora, Fixing text/logo issues in AI-generated brand visuals
- bio: Co-Founder @ laria

## Audience (inferred)
- status: present
- description: Marketing and e-commerce practitioners in German-speaking markets who create product images and ads with AI tools
- roles: content
- seniority: practitioner
- pain_points: AI models still fail at rendering accurate text, logos and product details, Keeping up with rapid releases of new image/video models and choosing the best one for product shots, Complying with EU AI labeling rules for advertising creatives, Producing realistic UGC-style or CGI ads quickly and at low cost
- posts_analysed: 54
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 41
- authenticity_basis: profile_shape_only
- credibility_score: 41
- 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
- [tiktok_schoenholz#a71e2e1f] "Generiert mit KI", so hat @mediamarktsaturn ihre Werbung zur WM mit @kloppo gekennzeichnet. Jürgen Klopp wurde komplett KI generiert um musste so nicht mehr vor Ort für eine Werbeproduktion sein. Wie findest du KI generierte Testimonials? (https://www.tiktok.com/@schoenholz)
- [tiktok_schoenholz#a9e47f9c] original sound - schoenholz
- [tiktok_schoenholz#d019ed20] Check out Robert W. Schönholz’s video! #TikTok >
- [tiktok_schoenholz#a3cfa025] Käsiger Michael reveal #käsigermicheal #cheesymichael
- [tiktok_schoenholz#9816adf5] It is a becoming a big trend on TikTok now! Click here: käsigermicheal
- [tiktok_schoenholz#6b7e645e] Search:
- [tiktok_schoenholz#6f004f07] käsiger michael original
- [tiktok_schoenholz#348902f2] "Teilweise KI-Generierte Inhalte" - so kennzeichnet @berliner.pilsner ihr OOH Plakat. Selbst bei genaueren Hinschauen, konnte ich nichts entdecken, was KI generiert oder verändert ist. Habt ihr was entdeckt? Für Alkohol Brands ist es immer schwierig Faces zu finden, die für Alkoh

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=86, 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=77, 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=86, 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=86, method=platform_profile

## Freshness
- profile_checked_days_ago: 86
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 11
- 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_schoenholz
- Request removal: https://koinonlink.com/claim?k=tiktok_schoenholz
- Terms: https://koinonlink.com/for-ai