# Eddie Chen | AI Automation (@EddieTheChenster) on youtube

- id: koinon:creator:youtube_eddiethechenster
- url: https://koinonlink.com/kol/youtube/EddieTheChenster
- schema_version: 1.4

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

## Reach
- followers: 4640
- posts_observed: 6
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI voice agents and receptionists for service businesses, Claude Code for building AI systems, ElevenLabs and voice AI tools, AI agency models and pricing strategies, Industry-specific AI automation (roofing, plumbing, healthca
- bio: Work With Me I'm an AI entrepreneur from the UK with an Oxford Deep Learning background. I run an AI agency that helps ...

## Audience (inferred)
- status: present
- description: Small service business owners (roofers, plumbers, healthcare) and aspiring AI agency owners/practitioners building voice AI agents for lead qualification and bookings
- roles: automation
- seniority: practitioner
- pain_points: Qualifying and booking leads 24/7 without hiring staff, High cost of traditional phone systems or employees for reception, Learning to build and deploy reliable AI voice agents quickly, Finding clients and charging premium prices for AI automation services
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 40
- authenticity_basis: profile_shape_only
- credibility_score: 40
- 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_eddiethechenster#1fb08f3e] I Built the Ultimate Speed to Lead AI Voice Agent for a Roofer  #ai  #aireceptionist #voiceai (https://www.youtube.com/@EddieTheChenster)
- [youtube_eddiethechenster#58d007c3] I Built the Ultimate AI Receptionist for Roofers  #ai  #chatgpt #aivoice  #artificialintelligence
- [youtube_eddiethechenster#65bc4050] I Built The Ultimate AI Receptionist for a Plumbing Business  #ai  #chatgpt  #aivoice #plumbing
- [youtube_eddiethechenster#27abde4b] I Built an AI Receptionist that Qualifies $200k Leads   #ai  #chatgpt #aivoice #elevenlabs
- [youtube_eddiethechenster#5acff04f] I Built a $25,000 AI Operating System with Claude Code  #shorts #claude  #automatedsystem #aiagents
- [youtube_eddiethechenster#0199602c] I Tested 200+ Claude Skills. These 5 Are The Best.  #ai  #chatgpt  #artificialintelligence #claude
- [youtube_eddiethechenster#e88952fd] I Built a SpaceX AI Voice Agent To Book Appointments #ai  #chatgpt #artificialintelligence #fyp
- [youtube_eddiethechenster#072fb836] Top 4 AI Agents That Grow Your Revenue Without More Ads #ai  #artificialintelligence #chatgpt #fyp

## 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=70, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=70, 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=70, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=70, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 70
- audience_updated_days_ago: 70

## AI retrieval
- indexing_requests: 12
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
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