# Sandra Völzke KI (@sandravoelzkeki) on tiktok

- id: koinon:creator:tiktok_sandravoelzkeki
- url: https://koinonlink.com/kol/tiktok/sandravoelzkeki
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: sandravoelzkeki
- platform_url: https://www.tiktok.com/@sandravoelzkeki
- website: https://voelzke-consulting.de/quickcheck
- country: Germany
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3528
- following: 227
- 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: 0.92
- category_source: derived_from_recent_content
- topics: EU AI Act Compliance, KI-Schulungen & Förderung (QCG), KI-Tools für Arbeitsalltag (Claude, Perplexity), Effizienz- und Kostenersparnis durch KI, Mitarbeiter-KI-Kompetenz & Gehaltsvorteile
- bio: KI-Schulungen 
KI Tools & News.
🤖 Meistere KI  & lass sie für dich arbeiten

## Audience (inferred)
- status: present
- description: German business managers and leaders in SMEs who must train employees on AI and ensure compliance with the EU AI Act
- roles: general_ai
- seniority: decision_maker
- pain_points: Avoid fines under EU AI Act Article 4 of up to €15 million, Bear AI training costs or find funding opportunities, Employees misuse or inefficiently use AI, AI projects fail, wasting time and budget
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- authenticity_basis: profile_shape_only
- credibility_score: 38
- 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_sandravoelzkeki#e96b3e06] Ich habe 1.450 Menschen in KI geschult. Weißt du, was fast alle nach der Schulung sagen? „Ich hätte nicht gedacht, dass das so einfach ist." Nicht: „Wow, das ist kompliziert." Nicht: „Das ist nichts für mich." Sondern: Warum hat mir das niemand früher gezeigt? KI ist kein Hexenwe (https://www.tiktok.com/@sandravoelzkeki)
- [tiktok_sandravoelzkeki#c6bc3c78] original sound - speedsecret8764
- [tiktok_sandravoelzkeki#1ed1c6f2] It is a becoming a big trend on TikTok now! Click here: ki
- [tiktok_sandravoelzkeki#5084f0ca] Check out Sandra Völzke KI’s video! #TikTok >
- [tiktok_sandravoelzkeki#6be571f3] Seit dem 2. August 2026 gilt der EU AI Act vollständig — auch für dein Untern

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=100, 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=57, 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=100, 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=100, method=platform_profile

## Freshness
- profile_checked_days_ago: 100
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

## 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_sandravoelzkeki
- Request removal: https://koinonlink.com/claim?k=tiktok_sandravoelzkeki
- Terms: https://koinonlink.com/for-ai