# drewwall (@drewwall) on twitch

- id: koinon:creator:twitch_drewwall
- url: https://koinonlink.com/kol/twitch/drewwall
- schema_version: 1.4

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

## Reach
- followers: 73236
- posts_observed: 54
- verified: false
- size_tier: koc

## 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: Late-night streaming culture, Link clicking and engagement mechanics, Gaming (Fortnite, Minecraft), Casual gambling and risk-taking in streams, Meme-driven, performative streamer persona, Streamers' personal dynamics and drama (e.g., Lacy, Andrea)

## Audience (inferred)
- status: present
- description: Twitch stream viewers who enjoy late-night gaming, casual gambling, and high-energy, meme-driven live streams with a focus on link clicking and reactive entertainment
- roles: general_ai
- seniority: consumer
- pain_points: Struggling to find engaging, low-effort entertainment during late-night hours, Feeling disconnected from streamers who don’t show authentic personality or emotional depth, Finding it hard to stay engaged with streams that lack clear structure or meaningful content, Being frustrated by repetitive, performative phrases like 'sub im broke' that feel empty or overused
- posts_analysed: 18
- confidence: 0.6

## 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_basis: unmeasured
- credibility_score: 63
- 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
- [twitch_drewwall#a6ca6b28] ✈️ SAVING THE NIGHT ✈️ FLIGHT IN A FEW HOURS ✈️ VISITING MY CITY TOMORROW✈️ GAMING ✈️ SUB IM BROKE (https://www.twitch.tv/drewwall)
- [twitch_drewwall#e29e9128] 🌙 QUICK ONE 🌙 BATMAN OF TWITCH 🌙 DAY 364/365 🌙 SUB IM BROKE
- [twitch_drewwall#ab44c5fd] 🔥 #1 LINK CLICKER 🔥 LOTS OF REACTS 🔥 GAMING MAYBE 🔥 SUB IM BROKE
- [twitch_drewwall#c6ab1305] 🤫 MARATHON DAY TOM 🤫 QUICK LAT NIGHTER 🤫 HITTING MAX WINS
- [twitch_drewwall#91e92dc3] 🌕 QUICK LATE NIGHTER 🌕 FLIGHT IN A FEW HOURS 🌕 BACK IN LA TOMORROW 🌕 PREPPING FOR LACY X MARLON MARATHON 🌕 SUB IM BROKE
- [twitch_drewwall#675792b1] 🌴 WE IN CABO 🌴 HITTING A MAX WIN 🌴 LATE NIGHTER 🌴 SUB IM BROKE 🌴
- [twitch_drewwall#a37585dc] 🌴 GOING TO CABO TOMORROW 🌴 LIVE TILL MY FLIGHT 🌴 #1 LINK CLICKER 🌴 GAMING 🌴 GAMBLING LATER 🌴 SUB IM BROKE
- [twitch_drewwall#f32da522] late night quick stream

## 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=41, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=41, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=41, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=41, 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=41, 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=41, method=This profile has not been scored yet. The stored value is a placeholder, not a measurement, and is reported as null rather than as a low score. — 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: 41
- audience_updated_days_ago: 41

## AI retrieval
- indexing_requests: 7
- 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_drewwall
- Request removal: https://koinonlink.com/claim?k=twitch_drewwall
- Terms: https://koinonlink.com/for-ai