# sNIfy (@PTrembalarp) on x

- id: koinon:creator:x_ptrembalarp
- url: https://koinonlink.com/kol/x/PTrembalarp
- schema_version: 1.4

## Identity
- platform: x
- handle: PTrembalarp
- platform_url: https://twitter.com/PTrembalarp
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 927
- following: 1054
- posts_total: 17462
- posts_observed: 1
- posts_per_day: 9.318
- account_age_days: 1874
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Online gambling experiences, Betting platform issues (withdrawals, fairness), Community engagement in gambling circles, Crypto-based betting platforms
- bio: Moderator of @PikaGambles

## Audience (inferred)
- status: present
- description: Gamblers and crypto betting platform users, mainly active on X (Twitter) and involved in communities like @betbolt and @PikaGambles
- roles: consumer
- seniority: consumer
- pain_points: Frequent losses in online blackjack games, Delayed or unreliable withdrawals from betting platforms, Feeling cheated or manipulated by rigged game mechanics, Lack of support or lossback from platforms after significant losses
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 37
- authenticity_basis: profile_shape_only
- credibility_score: 37
- 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
- [x_ptrembalarp#b5ec5f5e] Jewish site took it all , fucking blackjack rigged asf fuck y'all @betbolt @betbolt_interno @babix_betbolt https://t.co/zJ9Rdx6q9m (https://twitter.com/PTrembalarp/status/2070885511888028136)
- [x_ptrembalarp#09b01dc8] @betbolt_interno @babix_betbolt @betbolt yall blackjack disgusting , just lost 300$ to this blackjack bro. without a single winnn https://t.co/nMLeOC93W0
- [x_ptrembalarp#24ab1b39] Why? @PackDraw @DoomPackdraw last case bro :( https://t.co/hdxjGza2ll
- [x_ptrembalarp#4eda7c14] What is @betbolt chat even about? https://t.co/DHU13Bxhtg
- [x_ptrembalarp#8bc5c551] If u ain’t banned from @TheGoobr kick channel , u ain’t no real street 🥷🏿
- [x_ptrembalarp#f393620b] This is once in a life time, betbolt withdraw's taking 40 minutes to arrive wow. https://t.co/1pO2q2k6XK
- [x_ptrembalarp#7e87605c] 🥷🏿’s really be selling anything on vinted https://t.co/iojqAatA0g
- [x_ptrembalarp#45fcdc9d] Can I have some lossback please @babix_betbolt @betbolt_interno @maximus_betbolt 😔 So I can start next month happy and not with Arj mindset User: sNIfy https://t.co/aOx7C42ptW

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=117, 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=80, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 11
- 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=x_ptrembalarp
- Request removal: https://koinonlink.com/claim?k=x_ptrembalarp
- Terms: https://koinonlink.com/for-ai