# Bernd Roschnik (@Broschnik) on x

- id: koinon:creator:x_broschnik
- url: https://koinonlink.com/kol/x/Broschnik
- schema_version: 1.4

## Identity
- platform: x
- handle: Broschnik
- platform_url: https://twitter.com/Broschnik
- country: Germany
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 9001
- following: 9269
- posts_total: 984
- posts_observed: 1
- posts_per_day: 0.18
- account_age_days: 5478
- 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: martech
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: 数字经济与网政策, 欧盟法规（DMA等）, 德国创新与创业生态, 数字教育, 5G与数字基础设施, 政策活动与高管讨论
- bio: Public Affairs Manager @365Sherpas | Fokus #Digitalwirtschaft 💾, #Netzpolitik 📠 & #Innovation 🚀

## Audience (inferred)
- status: present
- description: German professionals in digital economy and internet policy, including PR managers, policymakers, innovation stakeholders, and tech industry executives
- roles: none
- seniority: decision_maker
- pain_points: Uncertainty around EU Digital Markets Act enforcement, Regulatory and infrastructure barriers to Germany's digital transformation, Insufficient普及 of digital education and coding instruction, Public resistance to emerging technologies like 5G
- posts_analysed: 20
- confidence: 0.6

## 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: 49
- authenticity_basis: profile_shape_only
- credibility_score: 49
- 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
- [x_broschnik#192b410e] Spannende Diskussion über #ecommerce in #Deutschland. Fazit des E-Commerce-Atlas: es gibt noch immer messbare Unterschiede zwischen Ost und West, z.B. bei der Kapitalverteilung oder der Unternehmensgröße. @bevh_org @AmazonNewsDE https://t.co/RdsWw1OovJ (https://twitter.com/Broschnik/status/1656349870377009157)
- [x_broschnik#132fa801] 1 #Leseempfehlung: meine lieben Kolleg:innen @the_hake, @MarenMeinzinger und @TobiJerzi analysieren #Frankreich nach der #Wahl
- [x_broschnik#3704434f] The Digital Marktes Act is about to come. The regulatory approach focuses on so called digital gatekeepers. But how will it be enforced? @christophecrgt collected for @Bruegel_org some interesting insights on that issue https://t.co/bKZKOwQzMm
- [x_broschnik#9dd1ec56] Zum Abschluss des heutigen Tages skizziert Vize-EU-Kommissionspräsidentin @vestager #WTI21 ihre Ideen für die digitale Transformation in #Europa https://t.co/TfGyJAxOuW
- [x_broschnik#aec1a7d9] Auf dem #WTI21 diskutieren wir über die Zukunft der Gründerszene in Deutschland: welche Rahmenbedingungen brauchen #Startups? Mit @DianaRees12 @ingdiba @tj_tweets @SevenVentures @KPMG_DE https://t.co/UjecwlYybp
- [x_broschnik#f18a376c] .@kaiwegner Spitzenkandidat @cduberlin will die digitale Transformation der Berliner Verwaltung vorantreiben, damit die #Berlin smart und wieder Vorreiter wird. #WTI21 https://t.co/yAt6Zw0xme
- [x_broschnik#2feea254] Die Präsidentin @Wirtschaftsrat Astrid Hamker diskutiert gerade im Lunch @ Learn mit Stephan Röckemann und Hans-Joachim Karupka über die neue Ergebnisse der Studie https://t.co/v1ljiFflYy @PhilipMorrisDE #WTI21 https://t.co/uvbdPgPJHF
- [x_broschnik#81d73ce6] In unserem Spitzengespräch zum Auftakt des #WTI21 diskutieren @GoeringEckardt, @rbrinkhaus und @Wissing über die Prinzipien der Sozialen Marktwirtschaft im digitalen Zeitalter: https://t.co/xDVLGpepns @Wirtschaftsrat https://t.co/cSZ1MeCmqJ

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, 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=76, 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: 76
- audience_updated_days_ago: 76

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