# Automate AI Consulting (@AutomateAIConsulting) on youtube

- id: koinon:creator:youtube_automateaiconsulting
- url: https://koinonlink.com/kol/youtube/AutomateAIConsulting
- schema_version: 1.4

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

## Reach
- followers: 22800
- posts_observed: 1447
- verified: false
- size_tier: koc

## 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 Code高级用法与插件开发, 无代码AI建站与3D/动画网站生成, AI Agent、n8n工作流与多代理自动化, 用AI替代设计、营销、视频团队, AI服务销售与客户获取（外联、定价、利基）, 免费AI工具替代付费方案
- bio: Join AI Money Hub Stop learning AI. Start making money with it. Join today: https://www.skool.com/ai-money-hub/about Forget ...

## Audience (inferred)
- status: present
- description: solopreneurs, AI service providers, and small business owners who want to use AI (especially Claude) for automation, website building, marketing, and making money
- roles: automation, sales
- seniority: practitioner
- pain_points: no coding skills but need to quickly build websites and automate workflows, high subscription costs and hassle of switching between multiple AI tools, struggling to find reliable clients or unsure how to pitch AI automation projects, overwhelmed by repetitive manual tasks and want to fully replace their team with AI agents
- posts_analysed: 47
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.8
- 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: 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.

## 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=83, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=83, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=83, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=21, 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=21, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=46, 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=21, 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=46, 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=46, method=platform_profile

## Freshness
- profile_checked_days_ago: 46
- content_analysed_days_ago: 21
- audience_updated_days_ago: 83

## AI retrieval
- indexing_requests: 13
- 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_automateaiconsulting
- Request removal: https://koinonlink.com/claim?k=youtube_automateaiconsulting
- Terms: https://koinonlink.com/for-ai