# Zep (@Villainous-Zep) on youtube

- id: koinon:creator:youtube_villainous-zep
- url: https://koinonlink.com/kol/youtube/Villainous-Zep
- schema_version: 1.4

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

## Reach
- followers: 2650
- posts_observed: 3
- 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: Roguelike games and mechanics, Indie game reviews and hidden gems, Yearly game rankings, Procedural generation and replayability, Specific titles like Hades-likes, Balatro, Witchfire
- bio: If you're passionate about uncovering hidden gems and exploring the nuances of procedurally generated adventures, you're in ...

## Audience (inferred)
- status: present
- description: Roguelike and indie game enthusiasts seeking hidden gems and honest reviews of procedurally generated titles
- roles: consumer
- seniority: consumer
- pain_points: Struggling to find quality roguelikes worth playing among hundreds of indie releases, Wasting time on overhyped or broken games, Missing lesser-known procedural or experimental titles, Keeping up with new roguelike and survivorlike releases
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 37
- authenticity_basis: profile_shape_only
- credibility_score: 37
- 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_villainous-zep#9452ded1] Low Poly Mechs, High Destruction | Rig Riot 💀 #gaming #roguelike  #indiegame  #anime #games (https://www.youtube.com/@Villainous-Zep)
- [youtube_villainous-zep#ac245c88] Fallen Paris Gets Dark in Armatus #gaming #trending #roguelike
- [youtube_villainous-zep#ba2bbc0f] Pax Autocratica Is Absolutely Insane #gaming #fps #roguelike
- [youtube_villainous-zep#f21fdcc2] Ember and Blade | Hades Meets Survivorlike... but in a good way!  #gaming #indiegame #steam
- [youtube_villainous-zep#238aab41] Megabonk but it's anime and actually broken #gamingshorts #indiegames #gaming
- [youtube_villainous-zep#9b466b4d] Everything is Crab 🦀 The Weirdest Roguelike You’ll Ever See! #Shorts #survival #gaming #roguelike
- [youtube_villainous-zep#80d133e4] Giving Balatro Its Own Subgenre #gaming #balatro #roguelike
- [youtube_villainous-zep#95d8c283] Build a Castle That MOVES #indiegames #gaming #roguelike

## 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=66, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=66, 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=66, 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=66, 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: 66
- audience_updated_days_ago: 66

## AI retrieval
- indexing_requests: 8
- 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_villainous-zep
- Request removal: https://koinonlink.com/claim?k=youtube_villainous-zep
- Terms: https://koinonlink.com/for-ai