# Knup (@RyanKnuppel) on x

- id: koinon:creator:x_ryanknuppel
- url: https://koinonlink.com/kol/x/RyanKnuppel
- schema_version: 1.4

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

## Reach
- followers: 1741
- following: 1031
- posts_total: 4304
- posts_observed: 11
- posts_per_day: 0.739
- account_age_days: 5827
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00057
- best_post_interactions: 1
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI-powered content automation, Sports media startup ideas, Domain name opportunities for sports platforms
- bio: Founder @ Knup. Helping entrepreneurs launch, build & scale. 🤖 AI & Automation | 🏠 Florida Realtor | ✈️ Future Digital Nomad

## Audience (inferred)
- status: present
- description: Entrepreneurs and digital creators focusing on sports media, betting content, and automation tools for content workflows
- roles: content
- seniority: practitioner
- pain_points: Struggling to consistently produce sports game previews at scale, Finding it hard to launch and monetize a sports content or betting platform, Lacking automated workflows to streamline sports content production
- posts_analysed: 3
- confidence: 0.4

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

## Quality signals
- authenticity_score: 56
- authenticity_basis: engagement_observed
- credibility_score: 56
- 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_ryanknuppel#61adc0fc] WNBA Game Previews are now available through Coded Content. Publishers can use our automated content workflows to consistently cover upcoming WNBA matchups without manually researching and writing every article. The content can be configured around your preferred structure, voice (https://twitter.com/RyanKnuppel)
- [x_ryanknuppel#593a0959] Sports (.sc) is for sale! A few ways to use this domain: • Sports media site • Score or stats platform • Sports community • Sports betting content hub DM me or email ryan@knup (.com) with interest, questions, or pricing. #Domains #DomainNames #Knup #SportsBusiness #Branding #Digi
- [x_ryanknuppel#23acf737] BetMVPs (.com) is now available. Whether you're launching a new sports

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, 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=108, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 80
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 7
- 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_ryanknuppel
- Request removal: https://koinonlink.com/claim?k=x_ryanknuppel
- Terms: https://koinonlink.com/for-ai