# Kevin Stratvert (@KevinStratvert) on youtube

- id: koinon:creator:youtube_kevinstratvert
- url: https://koinonlink.com/kol/youtube/KevinStratvert
- schema_version: 1.3

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

## Reach
- followers: 4410000
- posts_observed: 30
- verified: false
- size_tier: kol

## 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: 0.97
- category_source: derived_from_recent_content
- topics: ChatGPT/Claude/Gemini等AI工具教程, Microsoft Office（Excel/Word/Outlook）效率技巧, 免费AI视频/语音/聊天机器人工具, AI Agent与自动化搭建, PC/手机生产力小技巧
- bio: Learn AI, productivity tools, and modern software with fast, step-by-step tutorials. From tools like ChatGPT (OpenAI), Claude ...

## Audience (inferred)
- status: present
- description: Office professionals and productivity enthusiasts who primarily use Microsoft/Google tools and want to boost daily efficiency with AI
- roles: general_ai
- seniority: practitioner
- pain_points: Too much time spent on repetitive tasks (e.g., Excel, emails, meeting notes), New AI tools evolve quickly but unclear how to apply them practically, Looking for free or low-cost alternatives to paid software, Don’t know how to set up basic AI automation workflows
- posts_analysed: 48
- 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: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_kevinstratvert#61c8a596] Claude Artifacts are incredibly powerful 🤯 (https://www.youtube.com/@KevinStratvert)
- [youtube_kevinstratvert#755fac35] How to Change Your Gmail Password
- [youtube_kevinstratvert#626e66f6] How to Delete Instagram Account Permanently
- [youtube_kevinstratvert#93c465fd] How to Create a Dashboard with ChatGPT 📊 #ChatGPT_partner  @OpenAI
- [youtube_kevinstratvert#9d8eb3d6] Claude Chat vs. Claude Cowork: What’s the difference?
- [youtube_kevinstratvert#76005392] How to Connect Claude Cowork to M365: Outlook, Teams, SharePoint & Calendar
- [youtube_kevinstratvert#cab9bedc] How to Turn Off Active on Instagram
- [youtube_kevinstratvert#856e9e9f] Could Your Business Survive a Cyberattack? 🔒

## 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=35, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=35, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=35, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=1, 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=0, 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=1, 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=1, method=platform_profile

## Freshness
- profile_checked_days_ago: 1
- content_analysed_days_ago: 0
- audience_updated_days_ago: 35

## AI retrieval
- indexing_requests: 0
- 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=youtube_kevinstratvert
- Request removal: https://koinonlink.com/claim?k=youtube_kevinstratvert
- Terms: https://koinonlink.com/for-ai