# DikaBilal (@dikabilal) on twitch

- id: koinon:creator:twitch_dikabilal
- url: https://koinonlink.com/kol/twitch/dikabilal
- schema_version: 1.4

## Identity
- platform: twitch
- handle: dikabilal
- platform_url: https://www.twitch.tv/dikabilal
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3627
- posts_observed: 16
- verified: false
- size_tier: nano

## Engagement
- status: source_unlabelled
- status_note: Engagement figures exist but their source was not labelled. Treat them as unusable: without the source we cannot say which quantity was measured. This is a bug on our side, not a property of the creator.
- 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: 0.85
- category_source: derived_from_recent_content
- topics: Live streaming dynamics, Gaming and casino culture, Chat management during streams, Twitch community interaction, Streamer identity and branding, Real-time audience engagement

## Audience (inferred)
- status: present
- description: Twitch streamers and live content viewers focused on gaming, casino culture, and real-time chat interaction
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to maintain consistent viewer engagement during live streams, Frustrated by chat chaos and lack of control during high-energy moments, Difficulty in building a loyal community around niche gaming or casino-themed content
- posts_analysed: 9
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 46
- authenticity_basis: engagement_observed
- credibility_score: 46
- 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
- [twitch_dikabilal#e032ab70] 🛑 LeonCasino wird gepoppt / Lak kommt mal rein meine Akhs mit Krach 🛑 Automaten werden gepoppt (https://www.twitch.tv/dikabilal)
- [twitch_dikabilal#ad4ebc5a] 🛑LeonCasino kommt mal rein meine Akhs mit Krach 🛑 Automaten werden gepoppt
- [twitch_dikabilal#ea51e4fe] 🛑Lak kommt mal rein meine Akhs mit Krach 🛑 Automaten werden gepoppt
- [twitch_dikabilal#31e2dc98] Schiri 12 mann
- [twitch_dikabilal#67847b06] NH NEUE TASSE
- [twitch_dikabilal#faf50428] Apollo | Pro Clubs mit den Akhs kommt und macht Krach
- [twitch_dikabilal#4a1d87af] Bilal singt masterclass
- [twitch_dikabilal#4bc89dd5] Chat hat auseinader genommen

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=22, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=22, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=22, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=22, 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=22, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=19, 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=0.5, freshness_days=22, 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=19, 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=19, method=platform_profile

## Freshness
- profile_checked_days_ago: 19
- content_analysed_days_ago: 22
- audience_updated_days_ago: 22

## AI retrieval
- indexing_requests: 4
- 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=twitch_dikabilal
- Request removal: https://koinonlink.com/claim?k=twitch_dikabilal
- Terms: https://koinonlink.com/for-ai