# Evan Scales (@evanxscales) on x

- id: koinon:creator:x_evanxscales
- url: https://koinonlink.com/kol/x/evanxscales
- schema_version: 1.4

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

## Reach
- followers: 1698
- following: 1660
- posts_total: 45347
- posts_observed: 2
- posts_per_day: 9.839
- account_age_days: 4609
- verified: true
- 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: entertainment
- subcategory: sports
- category_confidence: 0.7
- category_source: derived_from_recent_content
- topics: AI customer service limitations, Sports fandom (Rams, Knicks, NFL), Humor about tech and automation failures, Cultural contradictions in consumer behavior
- bio: Christ is King | Husband | Portfolio Manager | Iowa State | LA Rams | Knicks

## Audience (inferred)
- status: present
- description: NFL and sports fans, especially Rams and Knicks supporters, with a side interest in AI and tech humor
- roles: general_ai
- seniority: learner
- pain_points: Frustration with AI phone systems that fail to connect to live agents, Difficulty finding authentic human interaction in automated customer service, Confusion over inconsistent social behaviors (e.g., anti-chain stance but wearing branded apparel)
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 50
- authenticity_basis: profile_shape_only
- credibility_score: 50
- 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_evanxscales#652806f1] STL Cardinal vs the world (https://twitter.com/evanxscales/status/2072858415538319812)
- [x_evanxscales#68f53bf2] Life so good as a rams fan because I forgot we had Trent 😭😭
- [x_evanxscales#b7ff06aa] why aren't golfers iced out? why wouldn't Tiffany absolutely ice out Cameron Young for a major??
- [x_evanxscales#a95800e1] DJ's would make for fantastic salespeople
- [x_evanxscales#4c0d1854] who's building ai that gets you around the automated answering system and directly to a live agent?
- [x_evanxscales#0a0833f9] @percfranklim im in ai phone representative doom loop. shorty not even respecting my #0#0. she didn't even stutter just kept yapping
- [x_evanxscales#77805eab] “I don’t eat at chains” while wearing lulu, Alo and comfrt
- [x_evanxscales#d42d1ca7] Is there a better job on earth than NFL practice referee?

## 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=0.25, 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=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: 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=x_evanxscales
- Request removal: https://koinonlink.com/claim?k=x_evanxscales
- Terms: https://koinonlink.com/for-ai