# The AI Productivity Coach (@AIProductivityCoach) on youtube

- id: koinon:creator:youtube_aiproductivitycoach
- url: https://koinonlink.com/kol/youtube/AIProductivityCoach
- schema_version: 1.3

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

## Reach
- followers: 36700
- posts_observed: 317
- 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 AI新功能详解（Skills、Artifacts、Code等）, AI生产力技巧与替代提示方法, 多模型对比与选型建议, AI使用限制应对与工作流优化, 新AI发布与实用案例
- bio: AI shouldn't be another thing on your to-do list. It should make your to-do list shorter. I'm Cian, an AI Productivity Coach. I help you ...

## Audience (inferred)
- status: present
- description: Knowledge workers and professionals using AI tools like Claude, ChatGPT, and Gemini to boost daily productivity and streamline workflows
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to keep up with frequent feature updates and iterations in AI tools, AI responses often feel generic or inconsistent, requiring advanced prompting techniques, Limited by token quotas and usage caps, making multi-tool cost management inefficient, Difficult to maintain context and transfer knowledge across platforms, hindering systematic workflow integration
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.85
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 51
- authenticity_basis: profile_shape_only
- credibility_score: 51
- 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_aiproductivitycoach#7e2cc7d8] Why I’d Build a ChatGPT Skill Instead of a Custom GPT (https://www.youtube.com/@AIProductivityCoach)
- [youtube_aiproductivitycoach#227e4312] Why AI Takes So Long to Reply
- [youtube_aiproductivitycoach#66767885] Chain of Thought Prompting Explained in 30 Seconds
- [youtube_aiproductivitycoach#8500b022] I Asked Mumbai What They Wish AI Could Do
- [youtube_aiproductivitycoach#8a3f0297] What Is a Context Window? (Simple Explanation)
- [youtube_aiproductivitycoach#8722fe54] What Is Few-Shot Prompting? Stop Generic AI Answers
- [youtube_aiproductivitycoach#f96e841a] I Asked Mumbai How They Use AI
- [youtube_aiproductivitycoach#ebaee939] The 1 Setting That Saves Hours of AI Chatting

## 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=34, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=34, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=34, 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: 34

## AI retrieval
- indexing_requests: 1
- 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_aiproductivitycoach
- Request removal: https://koinonlink.com/claim?k=youtube_aiproductivitycoach
- Terms: https://koinonlink.com/for-ai