# Chipmonkz Slots (@chipmonkzslots) on youtube

- id: koinon:creator:youtube_chipmonkzslots
- url: https://koinonlink.com/kol/youtube/chipmonkzslots
- schema_version: 1.3

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

## Reach
- followers: 75500
- posts_observed: 313
- 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: igaming
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Big win slot highlights, Popular casino games like Big Bass and Sweet Bonanza, Bonus rounds and multipliers, Live casino streaming sessions
- bio: I am Chipmonkz ! I am also known as Chip! We live stream playing online casino slots and upload Slots and Casino videos daily!

## Audience (inferred)
- status: present
- description: Online slot players and casino gambling enthusiasts who watch for big win highlights and gameplay thrills
- roles: consumer
- seniority: consumer
- pain_points: Chasing elusive big wins on slots with frequent losses, Struggling to identify which casino games actually pay out well, Seeking the excitement of casino play without easy access to real venues
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 55
- authenticity_basis: profile_shape_only
- credibility_score: 55
- 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_chipmonkzslots#5dd91098] Golden Van And Chilli On Last Spin #Shorts #Slots #Casino #BigWin (https://www.youtube.com/@chipmonkzslots)
- [youtube_chipmonkzslots#5f816ccd] Does This Happen Everytime #Shorts #Slots #Casino #BigWin
- [youtube_chipmonkzslots#07021674] You've Already Got My Twenty Quid?
- [youtube_chipmonkzslots#4e61cc19] This Game Loves Me #Shorts #Slots #Casino #BigWin
- [youtube_chipmonkzslots#126f7002] Things You Like To See #Shorts #Slots #Casino #BigWin
- [youtube_chipmonkzslots#aa55a048] This Is Better Than The Last One  #Shorts #Slots #Casino #BigWin
- [youtube_chipmonkzslots#1dad45b7] The Coins Came Out #Shorts #Slots #Casino #BigWin
- [youtube_chipmonkzslots#58b5dc8f] Thats Insane Right #Shorts #Slots #Casino #BigWin

## 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=23, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=23, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=23, 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: 23

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