# Ryan Clark (@Realrclark25) on x

- id: koinon:creator:x_realrclark25
- url: https://koinonlink.com/kol/x/Realrclark25
- schema_version: 1.4

## Identity
- platform: x
- handle: Realrclark25
- platform_url: https://twitter.com/Realrclark25
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 510378
- following: 1875
- posts_total: 77760
- posts_observed: 4
- posts_per_day: 16.715
- account_age_days: 4652
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00032
- best_post_interactions: 163
- 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: sports
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: NFL shield protection and integrity, Supplemental draft cancellations, Sports betting business vs league rules
- bio: Husband of Yonka. Father of Jaden, Jordan & Loghan. Child of God. Founder of DB Precision. In the end, Just A Guy!!

## Audience (inferred)
- status: present
- description: NFL fans and sports enthusiasts focused on league integrity, draft policies, and sports betting issues
- roles: consumer
- seniority: consumer
- pain_points: NFL prioritizing league image over player opportunities, Sports betting influencing game integrity decisions, Inconsistent or opaque league policies on drafts and eligibility
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 65
- authenticity_basis: engagement_observed
- credibility_score: 100
- 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_realrclark25#e0929b75] “We will protect the shield at all cost, but the NFL also has a problem” (https://twitter.com/Realrclark25/status/2070508383858499948)
- [x_realrclark25#ccf65bac] The NFL canceling Brendan Sorsby’s supplemental draft sends a clear message: the shield comes before everything.
- [x_realrclark25#813a581b] Sports betting has become one of the biggest businesses in sports, but the league refuses to gamble on the integrity of the game. Time and again, they’ve shown that gambling violations won’t be tolerated.
- [x_realrclark25#81b793c7] Now i

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, 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=79, 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: 79
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 13
- 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_realrclark25
- Request removal: https://koinonlink.com/claim?k=x_realrclark25
- Terms: https://koinonlink.com/for-ai