# forlancini (@forlancini) on twitch

- id: koinon:creator:twitch_forlancini
- url: https://koinonlink.com/kol/twitch/forlancini
- schema_version: 1.4

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

## Reach
- followers: 4356
- posts_observed: 9
- verified: false
- size_tier: nano

## Engagement
- status: not_an_interaction_metric
- measurement_source: twitch_concurrent_viewers
- measurement_formula: concurrent viewers on a live stream — NOT post interactions, and not recomputable from a profile page
- comparable_pool: twitch_presence
- status_note: What Koinon collects on this platform is not post engagement (see measurement_formula), so no engagement rate is reported and this creator is excluded from cross-platform engagement benchmarks. The underlying number is still used for within-platform authenticity screening.
- 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: pc_console
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Rainbow Six Siege ranked grind, playing with friends/broders, streaming wins and progress to Diamond

## Audience (inferred)
- status: present
- description: Rainbow Six Siege casual players grinding ranks with friends
- roles: consumer
- seniority: consumer
- pain_points: stuck in lower ranks and struggling to reach Diamond, finding consistent teammates for ranked play, keeping sessions fun while improving
- posts_analysed: 8
- confidence: 0.4

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

## Quality signals
- authenticity_score: 47
- authenticity_basis: engagement_observed
- credibility_score: 47
- 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_forlancini#2d1e02c9] SLOTSSS CON GASTI (https://www.twitch.tv/forlancini)
- [twitch_forlancini#4cef87c9] su rainbow road to diamantee
- [twitch_forlancini#f2d2aad5] DIAMANTE A LA VUELTA DE LA CASA
- [twitch_forlancini#d0217967] HOY LLEGAMOS A DIAMANTE CONFIEN
- [twitch_forlancini#857155ab] SEGUIMOS RAINBOW HASTA DIAMANTE
- [twitch_forlancini#a47e66e5] VIERNES MALDITAMENTE DE RAINBOW CON BRODERS
- [twitch_forlancini#929929e0] transmitiendo como ganamos todas las partidas
- [twitch_forlancini#a299ded7] JUGANDO RAINBOW CON AMIGOS

## 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=53, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=53, 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=53, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=53, 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=53, 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=53, 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=53, method=platform_profile

## Freshness
- profile_checked_days_ago: 53
- content_analysed_days_ago: 53
- audience_updated_days_ago: 53

## AI retrieval
- indexing_requests: 12
- 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_forlancini
- Request removal: https://koinonlink.com/claim?k=twitch_forlancini
- Terms: https://koinonlink.com/for-ai