# Matthew J. Reynolds (@MattReynolds615) on x

- id: koinon:creator:x_mattreynolds615
- url: https://koinonlink.com/kol/x/MattReynolds615
- schema_version: 1.4

## Identity
- platform: x
- handle: MattReynolds615
- platform_url: https://twitter.com/MattReynolds615
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2868
- following: 5665
- posts_total: 91041
- posts_observed: 1
- posts_per_day: 19.516
- account_age_days: 4665
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0007
- 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: news_media
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Cable news media critique, Political commentary on Morning Joe, Media bias and credibility, U.S. political polarization, Celebrity and influencer engagement in politics, Media discourse and public perception
- bio: 💸 The Friction of Misunderstanding
📡 Attention Economy
📰 Media Lover
🧈 Smooth Like Butter
🎭 Modern Life at 40,000 Ft
🏟️ iHeart Baseball

## Audience (inferred)
- status: present
- description: U.S. political news consumers, primarily mid-to-high-income adults interested in cable news commentary and media discourse
- roles: general_ai
- seniority: consumer
- pain_points: Struggling to discern credible news sources amid media bias, Feeling alienated by polarized political discourse on mainstream media, Finding it hard to engage in informed political conversations due to information overload, Being frustrated by perceived hypocrisy in political commentators
- posts_analysed: 8
- 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_mattreynolds615#8c43163e] #wareagle B! @thesourcecnn @cnn (https://twitter.com/MattReynolds615/status/2073567392802701340)
- [x_mattreynolds615#15959bcf] More than a feeling 🎸 @thefive https://t.co/4WaRyaxehu
- [x_mattreynolds615#5ac17530] sounds like sound logic, @cnn @philiprucker @wme @brikeilarcnn
- [x_mattreynolds615#00a8bf95] yes it does @jdvance @brett_mcgurk
- [x_mattreynolds615#22cc4fcb] i am proud of this one @scottjenningsky @sruhle @sbg1
- [x_mattreynolds615#8af07d14] it's like listening to a lawyer speak, @alivitali is. @morning_joe @pablotorre @jonlemire @katiemiller
- [x_mattreynolds615#08d4bce2] watching @morning_joe w/@jonlemire hosting
- [x_mattreynolds615#41be9a1d] You’re part of the problem, @Morning_Joe Never thought you weren’t, @jonlemire @danielnorwick. @elonmusk @davidafrench

## 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=0.5, 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=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: 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_mattreynolds615
- Request removal: https://koinonlink.com/claim?k=x_mattreynolds615
- Terms: https://koinonlink.com/for-ai