# Code Monkey (@CodeMonkeyUnity) on youtube

- id: koinon:creator:youtube_codemonkeyunity
- url: https://koinonlink.com/kol/youtube/CodeMonkeyUnity
- schema_version: 1.4

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

## Reach
- followers: 603000
- posts_observed: 6
- 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: gaming
- subcategory: indie
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Unity C# game development, Steam success and monetization, Game idea validation and iteration, Common indie dev mistakes and habits, Finishing and releasing games
- bio: ... and here you will learn everything about Game Development in Unity using C# taught by a Professional Indie Game Developer.

## Audience (inferred)
- status: present
- description: Indie Unity game developers (mostly solo or small-team) trying to finish, release, and monetize games on Steam
- roles: dev
- seniority: practitioner
- pain_points: Can't finish or ship games, Struggling to pick game ideas that will sell on Steam, Unsure how to market, time launches, or avoid Steam pitfalls, Technical hurdles in Unity (multiplayer, state machines, assets vs custom code)
- posts_analysed: 48
- 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: 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_codemonkeyunity#0c40a77c] I have made $1 MILLION with my games, can I do another? (https://www.youtube.com/@CodeMonkeyUnity)
- [youtube_codemonkeyunity#258173d9] It's NEVER been EASIER to make GAMES!
- [youtube_codemonkeyunity#27fafbf3] Do Players HATE Games that use Assets?
- [youtube_codemonkeyunity#f8961bf7] Game Dev answers Google in 60 SECONDS!
- [youtube_codemonkeyunity#7f7f816f] Release MORE games if you want SUCCESS!
- [youtube_codemonkeyunity#5a597fe6] Can you make a living from making games?
- [youtube_codemonkeyunity#c8fd3a78] Great strategy for making MILLIONS on Steam!
- [youtube_codemonkeyunity#f0318970] Instantly HOOK your players to find SUCCESS!

## 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=63, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=63, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=63, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=63, 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=63, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=91, 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=63, 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=91, 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=91, method=platform_profile

## Freshness
- profile_checked_days_ago: 91
- content_analysed_days_ago: 63
- audience_updated_days_ago: 63

## AI retrieval
- indexing_requests: 10
- 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_codemonkeyunity
- Request removal: https://koinonlink.com/claim?k=youtube_codemonkeyunity
- Terms: https://koinonlink.com/for-ai