# Jack Righteous ✝️🎵 (@therighteousass) on x

- id: koinon:creator:x_therighteousass
- url: https://koinonlink.com/kol/x/therighteousass
- schema_version: 1.4

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

## Reach
- followers: 1392
- following: 2160
- posts_total: 17639
- posts_observed: 1
- posts_per_day: 4.452
- account_age_days: 3962
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00072
- 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: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI music creation workflows, AI-generated music rights and ownership, Suno AI and other AI music tools, Music distribution for AI-assisted artists, Songwriting with AI
- bio: AI made it possible.
Jack Righteous helps creators make it useful, clear, and worth building around.
Music. Books. Systems.

## Audience (inferred)
- status: present
- description: AI music creators and independent artists using AI tools for songwriting, production, and distribution, primarily focused on practical workflow and rights management
- roles: content
- seniority: practitioner
- pain_points: Struggling with unclear ownership and rights when using AI-generated music, Frustrated by the lack of clarity on what AI actually created versus human contribution, Overwhelmed by choosing the right AI tool or workflow for songwriting and release planning, Confused about how to properly distribute AI-assisted music through platforms like DistroKid
- posts_analysed: 5
- confidence: 0.4

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

## Quality signals
- authenticity_score: 50
- authenticity_basis: engagement_observed
- credibility_score: 50
- 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_therighteousass#f489fcb8] Check out the latest article in my newsletter: AI Music Has an Access Problem—and It Is Not the One We Started With https://t.co/YT7Yyi6t0Q via @LinkedIn (https://twitter.com/therighteousass/status/2073042839995359695)
- [x_therighteousass#e6d70f8f] #Sunoai #aimusic #newfeaturealert https://t.co/lgNBcBnIpg
- [x_therighteousass#568f30e6] ChatGPT now gives me two ways to create: Chat and Work. But which one should AI music creators use for songwriting, Suno prompts, research, release planning and finished projects? Here’s the practical workflow: https://t.co/40rnkfSrdG #ChatGPT #AIMusic #MusicCreators https://t.co
- [x_therighteousass#9db0a136] Before you upload AI-sourced music, ask four questions: What did AI generate? What did you contribute? What rights do you control? Is the track actually ready? This new Ask Jack guide walks through disclosure, documentation, BandLab preparation, DistroKid delivery, and the platfo
- [x_therighteousass#efc6c8a9] DistroKid is cha

## 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: 11
- 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_therighteousass
- Request removal: https://koinonlink.com/claim?k=x_therighteousass
- Terms: https://koinonlink.com/for-ai