# Jing (@JingaLingJinga) on x

- id: koinon:creator:x_jingalingjinga
- url: https://koinonlink.com/kol/x/JingaLingJinga
- schema_version: 1.4

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

## Reach
- followers: 2288
- following: 207
- posts_total: 357
- posts_observed: 5
- posts_per_day: 0.215
- account_age_days: 1659
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.07343
- best_post_interactions: 168
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Crypto casino scams, Trustworthy casino rankings, Prize fraud detection, User-reported platform issues, Gambling platform vetting
- bio: Liquid ventures and managing SVIPs. Calling out scumbags as a side quest.

## Audience (inferred)
- status: present
- description: Gamblers and crypto casino enthusiasts, mainly active on X (Twitter), interested in scam alerts and tier-ranked casino recommendations
- roles: general_ai
- seniority: practitioner
- pain_points: Falling victim to fraudulent crypto casino platforms, Not knowing which casinos are trustworthy or fair, Being misled by fake prize claims or unresponsive teams
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 78
- authenticity_basis: engagement_observed
- credibility_score: 78
- 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
- [x_jingalingjinga#f8d4188d] Dope 2.0 scam (https://twitter.com/JingaLingJinga)
- [x_jingalingjinga#da80dffa] This response by @dopexyz is entirely fraudulent. Looks like the scam runs deep here.
- [x_jingalingjinga#48fddb4c] Tried to mediate here but from what I could see the owners or team are not responsive at all, it's sad to see.
- [x_jingalingjinga#cf1b1d60] Yeah that's messed up, never heard of something like this before. Bump @DuelbitsJoe
- [x_jingalingjinga#19999369] Reading through the replies on this took longer than I thought. 5 winners x $500 each: @poortardio @junmi2007 @theyfwseun @baseonethl2 @xdidieusz DM me your USDT TRC20 address. Thanks to everyone who contributed.
- [x_jingalingjinga#49ce8366] I ranked 32 of the most popular casinos so you don't have to. The tier list shows you where they stand. The article explains why. Reply this tweet with your best and worst operator experience so far. I’ll giveaway 5 x $500 to some of the best stories or most detailed reviews. htt
- [x_jingalingjinga#655c72b6] https://t.co/3E8oOeyFpc
- [x_jingalingjinga#2aab8d7d] Jing's 2026 Casino tier list is dropping soon. Give

## 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=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: 20

## AI retrieval
- indexing_requests: 10
- 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_jingalingjinga
- Request removal: https://koinonlink.com/claim?k=x_jingalingjinga
- Terms: https://koinonlink.com/for-ai