# Indie Game Academy (@indiegameacademy) on youtube

- id: koinon:creator:youtube_indiegameacademy
- url: https://koinonlink.com/kol/youtube/indiegameacademy
- schema_version: 1.3

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

## Reach
- followers: 2460
- posts_observed: 28
- 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: gaming
- subcategory: indie
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Indie game development and release, Steam marketing and wishlisting, Game mechanics, combat and design, Content strategy for indie studios
- bio: Indie Game Academy educates you on how to build and release your first video game, no matter where you are in your gamedev ...

## Audience (inferred)
- status: present
- description: Aspiring indie game developers and solo/hobbyist creators building and releasing their first video games on Steam
- roles: dev
- seniority: learner
- pain_points: Finishing and shipping their first game instead of getting stuck in development, Getting wishlists and visibility on Steam without a big budget, Designing balanced combat, mechanics and progression systems, Creating promotional content that actually drives organic interest
- posts_analysed: 47
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- 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_indiegameacademy#fe2fb794] Cute Cozy Adventure Cat Game Incoming! Whiskers, Wizards and Wands is Available on Steam! #indiegame (https://www.youtube.com/@indiegameacademy)
- [youtube_indiegameacademy#2115bd29] I Am Bread but now you are a box?! Wishlist The Box is Alive on Steam! #game
- [youtube_indiegameacademy#4be747b3] What if Slay the Spire had a baby with Mass Effect? 🌌🃏 Wishlist Daugther of the Rift on Steam! #game
- [youtube_indiegameacademy#b2ab6ad4] Game Mechanics Mishap #shorts
- [youtube_indiegameacademy#8d166310] Navigating Combat & Loot in "The Box is Alive" #shorts
- [youtube_indiegameacademy#6d251859] Dark Dungeon Exploration with Auto-Jump #shorts
- [youtube_indiegameacademy#63477b20] Delivery Speed Frustration #shorts
- [youtube_indiegameacademy#740ba5a2] Mastering Range Attacks and Card Sacrifice #shorts

## 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=29, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=29, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=29, 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: 29

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