# Case (@ccaseny) on x

- id: koinon:creator:x_ccaseny
- url: https://koinonlink.com/kol/x/ccaseny
- schema_version: 1.4

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

## Reach
- followers: 686
- following: 330
- posts_total: 10350
- posts_observed: 5
- posts_per_day: 1.912
- account_age_days: 5413
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00292
- best_post_interactions: 2
- 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: 0.85
- category_source: derived_from_discovery_path
- topics: NY golf clubs and courses, PGA events and tournaments, Fall golf season, Caddying and on-course support, Personal golf club life and memories
- bio: PGA pro turned drug dealer (pharma rep) • PGA Life Member • Metropolitan Section @ The Creek, Tamarack, Sunningdale, Mount Kisco

## Audience (inferred)
- status: present
- description: NY metropolitan area golfers and private club members who follow local tournaments, courses, and seasonal golf activities
- roles: consumer
- seniority: consumer
- pain_points: Finding caddies for local tournaments like NY State Open, Golf course access and conditions during extreme heat or renovations, Staying engaged with private club events and community in Westchester/Long Island area
- posts_analysed: 20
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 43
- authenticity_basis: engagement_observed
- credibility_score: 43
- 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_ccaseny#c6153d34] Member Guest starts today! @coop_golf https://t.co/tvZA4gYMFx (https://twitter.com/ccaseny/status/1162178043126984704)
- [x_ccaseny#bab5ea43] It’s coming! NFL & Fall golf around the corner. Best time of the year! https://t.co/dps3K81FZu
- [x_ccaseny#13a074c0] Life in the burbs! NY @OuthouseOrchard https://t.co/tnZ8ldhz74
- [x_ccaseny#3e24e28e] Always start with the face, then evaluate the movement pattern!
- [x_ccaseny#b1e31c0b] Not sure if this will reach anyone, but I need a looper for the NY State Open at The Black? Any Long Island loopers out?? This coming Tuesday thru Thursday 12:15 Tues/7:15 Wed
- [x_ccaseny#8c75d3ea] This place is Americana 🇺🇸 Westchester CC https://t.co/kFnTPQ3uVs
- [x_ccaseny#9d5fd9d7] Here is one for you: Supposed to play a nice club in the area that recently opened after a reno. It’s 100 degrees (hasn’t rained in a week) and there are NO CARTS because, of how much they are going to have to water the course! Totally get it, but never heard it before
- [x_ccaseny#8a94d091] Is practicing at Shinnecock underrated!? https://t.co/edWgVA0UrA

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=84, 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=84, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=118, 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=84, 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=118, 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=118, method=platform_profile

## Freshness
- profile_checked_days_ago: 118
- content_analysed_days_ago: 84
- audience_updated_days_ago: 84

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