# fragger_sandropt (@fragger_sandropt) on twitch

- id: koinon:creator:twitch_fragger_sandropt
- url: https://koinonlink.com/kol/twitch/fragger_sandropt
- schema_version: 1.4

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

## Reach
- followers: 178763
- posts_observed: 27
- verified: false
- size_tier: kol

## 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: esports
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Live FPS gaming streams, Esports competitions (e.g. FNCS, Performance Cup), Streamer community engagement (e.g. giveaways, chat commands, Gaming setup and performance optimization, Casual and humorous stream moments, Streamer identity and fan culture

## Audience (inferred)
- status: present
- description: Twitch live stream viewers and competitive gaming fans, primarily young male gamers interested in FPS gameplay, esports events, and real-time interaction during live streams
- roles: general_ai
- seniority: consumer
- pain_points: Lack of engaging live stream interactions during gameplay, Difficulty finding reliable and entertaining gaming content with real-time community participation, Frustration with poor stream performance or lag during high-stakes matches, Desire for authentic, unscripted moments from popular streamers
- posts_analysed: 19
- confidence: 0.6

## 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: 66
- authenticity_basis: engagement_observed
- credibility_score: 66
- flagged_for_review: false
- koinon_bd_grade: A — 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_fragger_sandropt#caa1dc3d] BORA BORA LIVE DE NOITE🔥| !giveaway | !exitlag | Code "SANDRINHOS" #ad | !social | !map | !donation (https://www.twitch.tv/fragger_sandropt)
- [twitch_fragger_sandropt#14aa25dd] Duo Reload cc🔥| !giveaway | !exitlag | Code "SANDRINHOS" #ad | !social | !map | !donation
- [twitch_fragger_sandropt#2cc20757] Duo Reload cc🔥| !exitlag | Code "SANDRINHOS" #ad | !social | !map | !donation
- [twitch_fragger_sandropt#ecab4d1e] PERFORMANCE CUP (NAC)🔥| !exitlag | Code "SANDRINHOS" #ad | !social | !map | !donation
- [twitch_fragger_sandropt#eef93a22] PERFORMANCE CUP🔥| !exitlag | Code "SANDRINHOS" #ad | !social | !map | !donation
- [twitch_fragger_sandropt#fba13bb2] SKIN CUP W/ LOWKEY🔥| !exitlag | Code "SANDRINHOS" #ad | !social | !map | !donation
- [twitch_fragger_sandropt#2dab74c8] FNCS DIV 1 W/ SHERBYFN🔥| !exitlag | Code "SANDRINHOS" #ad | !social | !map | !donation
- [twitch_fragger_sandropt#86af5eb3] FNCS DIV CUP COM O INGLES🔥| !exitlag | Code "SANDRINHOS" #ad | !social | !map | !donation

## 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=40, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=40, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=40, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=40, 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=40, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=38, 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=40, 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=38, 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=38, method=platform_profile

## Freshness
- profile_checked_days_ago: 38
- content_analysed_days_ago: 40
- audience_updated_days_ago: 40

## AI retrieval
- indexing_requests: 9
- 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_fragger_sandropt
- Request removal: https://koinonlink.com/claim?k=twitch_fragger_sandropt
- Terms: https://koinonlink.com/for-ai