# Game Devlog (@GameDevlog_108) on youtube

- id: koinon:creator:youtube_gamedevlog_108
- url: https://koinonlink.com/kol/youtube/GameDevlog_108
- schema_version: 1.4

## Identity
- platform: youtube
- handle: GameDevlog_108
- platform_url: https://www.youtube.com/@GameDevlog_108
- country: India
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1170
- posts_observed: 10
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Unity game development, RDR2-style open world games, GTA-inspired mechanics and vehicles, Indie devlogs and feature additions, Testing ambitious game ideas
- bio: Welcome to Game Devlog! I'm an indie game developer sharing my journey of creating all kinds of games from scratch using ...

## Audience (inferred)
- status: present
- description: Unity learners and aspiring indie game devs trying to build RDR2/GTA-style games
- roles: dev
- seniority: learner
- pain_points: Struggling with Unity performance and optimization on large worlds, Difficulty implementing mechanics like occlusion culling, AI, or vehicle physics from scratch, Lack of guidance on scaling small prototypes into full open-world games, Finding realistic assets and integrating them without breaking the project
- posts_analysed: 22
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 32
- authenticity_basis: profile_shape_only
- credibility_score: 32
- 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_gamedevlog_108#f5ab6291] I Added a Dangerous Tiger🐅 to my RDR Style Game | Game Devlog PART 29 | Unity Game Development #rdr2 (https://www.youtube.com/@GameDevlog_108)
- [youtube_gamedevlog_108#0b5783d5] Making a RDR Style Game and adding a tiger | Game Devlog PART 28 | Unity Game Development #rdr2
- [youtube_gamedevlog_108#df3d6041] Making a RDR Style Game and using Occlusion Culling | Game Devlog PART 26 | Unity Game Development
- [youtube_gamedevlog_108#f5678464] Adding A Windmill to my RDR Style Game | Game Devlog PART 26 | Unity Game Development  #indiegame
- [youtube_gamedevlog_108#b80227cf] Can ChatGPT(AI) make a GTA 6 like game? | Testing ChatGPT: Can It Make a GTA like Game? #chatgpt
- [youtube_gamedevlog_108#1f8a88e9] Can We Make a game Like RDR ? Game Devlog Part 25 | Game Development #unity3d #indiegame
- [youtube_gamedevlog_108#139f8ef1] Can Anyone Really Make a Game like RDR ? | Game Devlog Part 24 | Game Development #unity3d #gamedev
- [youtube_gamedevlog_108#d813f5c6] Can We Make A Game Like RDR ? (Adding Village) | Game Devlog Part 23 #rdr2 #unity3d

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=82, 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=78, 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=82, 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=82, method=platform_profile

## Freshness
- profile_checked_days_ago: 82
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 9
- 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_gamedevlog_108
- Request removal: https://koinonlink.com/claim?k=youtube_gamedevlog_108
- Terms: https://koinonlink.com/for-ai