# panterinsito (@panterinsito) on twitch

- id: koinon:creator:twitch_panterinsito
- url: https://koinonlink.com/kol/twitch/panterinsito
- schema_version: 1.4

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

## Reach
- followers: 22149
- posts_observed: 104
- verified: false
- size_tier: koc

## 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: igaming
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Legendz/Gamba平台奖金狩猎, 实时大额投注直播, 赌场奖励和促销利用, Peergame奖励计划

## Audience (inferred)
- status: present
- description: Online gamblers and bonus hunters, everyday consumers focused on casino bonus hunting, live betting, and reward program optimization
- roles: consumer
- seniority: consumer
- pain_points: Finding high-value and trustworthy deposit bonuses and promotional offers, Identifying reliable gambling platforms to avoid scams, Maximizing returns from reward programs like Peergame
- posts_analysed: 8
- confidence: 0.4

## 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: 56
- authenticity_basis: engagement_observed
- credibility_score: 56
- 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_panterinsito#82e2559a] BONUS HUNT IN LEGENZ 1600USD RAW LETS GO | !legenz !gamba (https://www.twitch.tv/panterinsito)
- [twitch_panterinsito#dfab9025] BONUS HUNT IN LEGENZ 2000USD RAW LETS GO | !legenz !gamba
- [twitch_panterinsito#813de727] BONUS HUNT IN LEGENDZ 2500USD RAW LETS GO | !legendz !gamba
- [twitch_panterinsito#0052fd45] BONUS HUNT IN LEGENZ 2500USD RAW LETS GO | !legenz !gamba
- [twitch_panterinsito#70e14aa1] BONUS HUNT IN GAMBA 3000USD RAW LETS GO | !betus !gamba
- [twitch_panterinsito#79428f5c] rewards peergame
- [twitch_panterinsito#e5590e37] take advantage of peergame rewards
- [twitch_panterinsito#98c8157d] peergame rewards

## 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=73, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=73, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=73, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=73, 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=73, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=71, 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=73, 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=71, 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=71, method=platform_profile

## Freshness
- profile_checked_days_ago: 71
- content_analysed_days_ago: 73
- audience_updated_days_ago: 73

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