# Kevin Automates (@kevinautomates) on youtube

- id: koinon:creator:youtube_kevinautomates
- url: https://koinonlink.com/kol/youtube/kevinautomates
- schema_version: 1.4

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

## Reach
- followers: 632000
- posts_observed: 3
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Claude/Anthropic updates and prompt hacks, AI video generation and editing automation, Local AI models and coding tools, New AI releases and productivity workflows, Voice cloning and content automation tools
- bio: Welcome to Kevin Automates - Where AI does the heavy lifting so you don't have to. We break down the world of artificial ...

## Audience (inferred)
- status: present
- description: AI practitioners and developers using tools like Claude and ChatGPT for workflow automation, coding, and content creation
- roles: automation
- seniority: practitioner
- pain_points: High recurring costs from multiple AI subscriptions and tools, Time wasted on manual video editing, documentation, and repetitive office tasks, Difficulty keeping up with fast-changing AI models, prompts, and features, Limitations of mainstream AI tools for specialized tasks like local models or native app building
- posts_analysed: 29
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 1
- 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_kevinautomates#a009c7f2] Free Acess For API (https://www.youtube.com/@kevinautomates)
- [youtube_kevinautomates#f2547510] Forget Eleven Labs, try this open-source alternative
- [youtube_kevinautomates#1b7981e6] Learn AI from Google in under 10 minutes #shorts #AI #Google
- [youtube_kevinautomates#42a71c92] This ring replaced my keyboard 🤯
- [youtube_kevinautomates#84f58351] This Claude hack cuts your AI bill by 70%
- [youtube_kevinautomates#1f64fc69] This ChatGPT update is actually insane😯
- [youtube_kevinautomates#bd84bee1] Stop Editing Videos Manually 😲
- [youtube_kevinautomates#20906bdd] One Tool to Clone Every Voice You Need

## 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=80, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=80, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=80, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=50, 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=50, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=69, 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=50, 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=69, 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=69, method=platform_profile

## Freshness
- profile_checked_days_ago: 69
- content_analysed_days_ago: 50
- audience_updated_days_ago: 80

## AI retrieval
- indexing_requests: 9
- 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_kevinautomates
- Request removal: https://koinonlink.com/claim?k=youtube_kevinautomates
- Terms: https://koinonlink.com/for-ai