# Alex, PhD AI (@AlexGurbych) on youtube

- id: koinon:creator:youtube_alexgurbych
- url: https://koinonlink.com/kol/youtube/AlexGurbych
- schema_version: 1.4

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

## Reach
- followers: 1510
- posts_observed: 2
- 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: 0.97
- category_source: derived_from_recent_content
- topics: AI Agents and automation, Prompt engineering and fixes, Workflow automation with n8n, Startup funding and AI news, Vibe coding and AI tools
- bio: AI Agents | Vibe Coding for Founders Vibe-code products, automate business workflows, and test startup ideas faster. I'm Alex ...

## Audience (inferred)
- status: present
- description: Startup founders and entrepreneurs building AI products and automating business workflows with agents and no-code tools
- roles: automation
- seniority: decision_maker
- pain_points: Crafting reliable prompts that avoid hallucinations and outdated info, Deploying AI agents for sales proposals, content, and client interactions, Integrating tools like n8n, Cursor, and RAG into real workflows, Tracking fast-moving AI funding rounds and startup trends
- posts_analysed: 34
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 33
- authenticity_basis: profile_shape_only
- credibility_score: 33
- 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
- [youtube_alexgurbych#6a22fa4c] 500 million views for just $500 (https://www.youtube.com/@AlexGurbych)
- [youtube_alexgurbych#8e68c861] Did the Muscovites steal Facebook? #news #investments
- [youtube_alexgurbych#fc1e05e2] Increased sales of the E-commerce store by 3 times
- [youtube_alexgurbych#da8211fd] How to become an AI consultant?
- [youtube_alexgurbych#08b06e6e] АІ-агент спілкується з клієнтами страхових #інвестиції #business #podcast
- [youtube_alexgurbych#42c00857] Здавати обличчя в оренду?
- [youtube_alexgurbych#07d2e10b] Cursor IDE + Notion using MCP
- [youtube_alexgurbych#80de1aa4] АІ агенти захоплюють світ?

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=84, 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=78, 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=84, 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=84, method=platform_profile

## Freshness
- profile_checked_days_ago: 84
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

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