# PinguGambles (@pingugambles) on x

- id: koinon:creator:x_pingugambles
- url: https://koinonlink.com/kol/x/pingugambles
- schema_version: 1.4

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

## Reach
- followers: 1074
- following: 18
- posts_total: 601
- posts_observed: 9
- posts_per_day: 0.207
- account_age_days: 2902
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01862
- best_post_interactions: 20
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: 0.93
- category_source: derived_from_recent_content
- topics: online casino gambling, live-streamed gambling events, poker tournaments with real prizes, slot machine wins, freeroll promotions
- bio: code "pingu" on metaspins / LB on https://t.co/k7MNki2PpG / @pingugambles on discord

## Audience (inferred)
- status: present
- description: casino and gambling enthusiasts, primarily young adults interested in high-risk, high-reward online casino games and live-streamed gambling events
- roles: consumer
- seniority: consumer
- pain_points: struggling to find legitimate and fun ways to win real money online, feeling uncertain about whether gambling content is trustworthy or rigged, wanting access to exclusive freerolls and tournaments with real prize pools
- posts_analysed: 5
- 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: 61
- authenticity_basis: engagement_observed
- credibility_score: 61
- 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
- [x_pingugambles#d442b5b0] $50 Poker Tournament – LIVE NOW! We're hosting a Poker Tournament RIGHT NOW, and 1st Place wins $50! :moneybag: Requirements: Be on Code Pingu on https://t.co/hx5anfmwky No alts allowed. That's it! No other rules. https://t.co/icYbsoP7ck Good luck to everyone playing! (https://twitter.com/pingugambles)
- [x_pingugambles#21c5f5ab] I DID NOT degen tday with 200$ spins I promise... went from 3k to 6k in 30 seconds tho so kinda worked xD #slots #casino https://t.co/JoYqwJ4mau
- [x_pingugambles#9e086195] Guy EATS a RAW Egg and gets drenched in flour on stream for money. Should I post the grandmas reaction? https://t.co/czGZpoxGW2
- [x_pingugambles#e77acd10] 15$ BETS PAID OVER 7,000$ !! Drop your metaspins username down below so I can bless someone! https://t.co/76G5BE79f0 @metaspinscasino #casino #slots #gambling #giveaway https://t.co/i4CCGl1h9b
- [x_pingugambles#42aa2bfe] 🎁 META SPINS FREEROLL POKER TOURNAMENT 🎁 Play tomorrow’s FREE poker tournament using code `PINGU` to enter! 🃏🔥 💰 $100 Prize Pool 💰 🏆 1st - $40 🥈 2n

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, 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=110, 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=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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 80
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 8
- 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_pingugambles
- Request removal: https://koinonlink.com/claim?k=x_pingugambles
- Terms: https://koinonlink.com/for-ai