# Cody_smith1427 (@spicybear35) on x

- id: koinon:creator:x_spicybear35
- url: https://koinonlink.com/kol/x/spicybear35
- schema_version: 1.4

## Identity
- platform: x
- handle: spicybear35
- platform_url: https://twitter.com/spicybear35
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 555
- following: 501
- posts_total: 1400
- posts_observed: 5
- posts_per_day: 1
- account_age_days: 1400
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0036
- 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: entertainment
- subcategory: comedy
- category_confidence: 0.88
- category_source: derived_from_recent_content
- topics: betting, horse racing, crude sex jokes, drug humor
- bio: I'm just a normal guy, who is here for the golf tits... tits... damn auto correct tips here for the golf tips.

## Audience (inferred)
- status: present
- description: Ordinary male internet users who enjoy crude humor, gambling, and adult topics
- roles: none
- seniority: consumer
- posts_analysed: 6
- confidence: 0.4

## 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: 45
- authenticity_basis: engagement_observed
- credibility_score: 45
- 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_spicybear35#922de407] https://t.co/7qN0SE3Wuh (https://twitter.com/spicybear35/status/2056863491387179459)
- [x_spicybear35#e35a132e] Nothing like winning a 20 dollar bet on a 23-1 long shot
- [x_spicybear35#af5491f3] Well it's off to drink mint juleps, make dumb ass wagers and and watch the fastest two minutes in sports. #derby2026
- [x_spicybear35#90f2f36a] Remember 4-20 might be national pot day, but 4-21 is national drug test day at work. Good luck!!!
- [x_spicybear35#784fec0a] Who fucks on the first date besides me?
- [x_spicybear35#30bc81f5] Remember when filming yourself fucking was a poor choice and not a business opportunity. I miss the good old days.

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, 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=78, 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: 78
- audience_updated_days_ago: 78

## 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_spicybear35
- Request removal: https://koinonlink.com/claim?k=x_spicybear35
- Terms: https://koinonlink.com/for-ai