# Andy Bruckschlögl (@andy_bruckschloegl) on tiktok

- id: koinon:creator:tiktok_andy_bruckschloegl
- url: https://koinonlink.com/kol/tiktok/andy_bruckschloegl
- schema_version: 1.4

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

## Reach
- followers: 4056
- following: 33
- posts_observed: 3
- 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: 0.85
- category_source: derived_from_recent_content
- topics: Innovative startup inventions, Sustainable and green technology, Robotics and automation solutions, Founder stories and business models, Leadership and personal learnings from 20s/30s
- bio: 👷‍♂️ Empowering founders!
🥨 Gründer @Bits & Pretzels & 7 Startups
😵‍💫 Mehrere Millionen € versenkt  
📘 “Startup!” 3x Manager Magazin Bestseller

## Audience (inferred)
- status: present
- description: German-speaking entrepreneurs, founders and business managers interested in startup innovations and new tech ideas
- roles: none
- seniority: decision_maker
- pain_points: Finding fresh, scalable business ideas quickly, Keeping up with emerging hardware and sustainability tech, Leadership challenges when scaling teams beyond 100 people, Balancing innovation hype with real-world implementation risks
- posts_analysed: 40
- confidence: 0.75

## 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: 39
- authenticity_basis: profile_shape_only
- credibility_score: 39
- 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_andy_bruckschloegl#df0d6ae2] Bei mir lief nicht immer alles perfekt, es gab viele ups und viele downs. Das ist meine Geschichte. (https://www.tiktok.com/@andy_bruckschloegl)
- [tiktok_andy_bruckschloegl#f3e729e9] original sound - andy_bruckschloegl
- [tiktok_andy_bruckschloegl#54aa60d7] Check out Andy Bruckschlögl’s video! #TikTok >
- [tiktok_andy_bruckschloegl#aa1ef8f7] Eine ganze Bowlingbahn, im Anhänger 🎳 Ein Gründer aus der Türkei hat eine komplett ausgestattete Bowlingbahn in einen Anhänger gebaut, in wenigen Minuten aufgebaut. Keine eigene Immobilie, keine Halle nötig, sondern einfach zum Kunden fahren, zu Firmenfeiern oder Geburtstagen. D
- [tiktok_andy_bruckschloegl#12c1e836] Dieser Friseur hat seinen Laden zugemacht und kommt jetzt einfach zu dir 💈 Er hat sich

## 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=70, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=70, 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=70, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=101, 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=70, 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=101, 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=101, method=platform_profile

## Freshness
- profile_checked_days_ago: 101
- content_analysed_days_ago: 70
- audience_updated_days_ago: 70

## AI retrieval
- indexing_requests: 8
- 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_andy_bruckschloegl
- Request removal: https://koinonlink.com/claim?k=tiktok_andy_bruckschloegl
- Terms: https://koinonlink.com/for-ai