# I Dream of Indie Games (@IDreamofIndie) on youtube

- id: koinon:creator:youtube_idreamofindie
- url: https://koinonlink.com/kol/youtube/IDreamofIndie
- schema_version: 1.4

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

## Reach
- followers: 62000
- posts_observed: 469
- 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: gaming
- subcategory: indie
- category_confidence: 0.94
- category_source: derived_from_recent_content
- topics: Indie game reviews and first impressions, Steam Next Fest demo roundups, Horror and survival indie games, RPGs, roguelites, and metroidvanias, Upcoming indie releases and hidden gems, Niche mechanics and retro-inspired games
- bio: I Dream of Indie Games is a media outlet dedicated to celebrating the world of indie gaming. We offer indie game reviews, insights ...

## Audience (inferred)
- status: present
- description: Indie game enthusiasts and players actively seeking reviews, recommendations, and hidden gems on Steam and similar platforms
- roles: consumer
- seniority: consumer
- pain_points: Overwhelmed by the flood of indie releases and struggling to identify quality titles worth buying, Missing out on strong demos during Steam Next Fest and other showcase events, Wanting honest feedback on niche genres like horror, tactical RPGs, metroidvanias, and roguelites before purchasing, Difficulty finding unique or passion-project indie games that stand out from mainstream or low-effort releases
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 54
- authenticity_basis: profile_shape_only
- credibility_score: 54
- 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.

## 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=80, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=80, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=80, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=20, 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=20, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=46, 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=20, 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=46, 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=46, method=platform_profile

## Freshness
- profile_checked_days_ago: 46
- content_analysed_days_ago: 20
- audience_updated_days_ago: 80

## AI retrieval
- indexing_requests: 11
- 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_idreamofindie
- Request removal: https://koinonlink.com/claim?k=youtube_idreamofindie
- Terms: https://koinonlink.com/for-ai