# Matt & Justus (@MattAndJustus) on youtube

- id: koinon:creator:youtube_mattandjustus
- url: https://koinonlink.com/kol/youtube/MattAndJustus
- schema_version: 1.3

## Identity
- platform: youtube
- handle: MattAndJustus
- platform_url: https://www.youtube.com/@MattAndJustus
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5390000
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: comedy
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: sketch comedy, dating and relationships, social media vs reality, everyday absurdity, humor in adult life, short-form video content
- bio: Thanks for checking out our channel! We make sketch comedy videos, movies and sitcoms!

## Audience (inferred)
- status: present
- description: general audience who enjoy short-form sketch comedy and relatable humor, primarily young adults and millennials
- roles: general_ai
- seniority: consumer
- pain_points: Finding humor in everyday awkward social situations, Relating to mismatched expectations in relationships, Dealing with the absurdity of modern dating and social media, Feeling overwhelmed by adult responsibilities like retirement and money
- posts_analysed: 10
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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
- [youtube_mattandjustus#16de792b] When you need instant gratification 😑😳😂 #shorts #funny #comedy #meditation #patience #gym (https://www.youtube.com/@MattAndJustus)
- [youtube_mattandjustus#bcf0bade] When your partner is avoidant 😅😭😂 #shorts #funny #comedy #dating #relationship #relationships
- [youtube_mattandjustus#25fdf5f1] Social Media vs Reality 😅😑😂 #shorts #funny #comedy #beach #beachvibes #dating #reality #humor
- [youtube_mattandjustus#f92f9777] If p🌽*% acting was good 😳😑😂 #shorts #funny #comedy #family #acting #actor #cinema
- [youtube_mattandjustus#0ac95b89] When you can sleep through anything 😑😭😂 #shorts #funny #comedy #humor #sleep #dating #crazy
- [youtube_mattandjustus#b9b10d68] POV: You hired a mime 😳😭😂 #shorts #funny #comedy #art #humor #dating #anniversary
- [youtube_mattandjustus#92fc92db] When you third wheel 😳😑😂 #shorts #funny #comedy #dating #relationship #love #party
- [youtube_mattandjustus#34646b9d] When you save for retirement 💰💸😂 #shorts #funny #retirement #money #finance #economy #old #europe

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=20, 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=20, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=20, 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=20, 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=20, 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=20, method=platform_profile

## Freshness
- profile_checked_days_ago: 20
- content_analysed_days_ago: 20
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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=youtube_mattandjustus
- Request removal: https://koinonlink.com/claim?k=youtube_mattandjustus
- Terms: https://koinonlink.com/for-ai