# SeanBartleyMusic (@seanbartleymusic) on threads

- id: koinon:creator:threads_seanbartleymusic
- url: https://koinonlink.com/kol/threads/seanbartleymusic
- schema_version: 1.4

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

## Reach
- followers: 136756
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00403
- best_post_interactions: 551
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: 0.8
- category_source: derived_from_recent_content
- topics: Progressive politics, Local elections and candidates like Abdul, Voting mobilization, Critique of current affordability issues, Newsletter and cultural commentary
- bio: Progressive politics & beats. Making politics accessible for everyday people. Founder: Cup Of Culture, Contributor: The Progressive. Seattle.

## Audience (inferred)
- status: present
- description: Progressive politics enthusiasts and everyday voters interested in left-leaning policies, local elections, and making politics accessible
- roles: consumer
- seniority: consumer
- pain_points: High monthly healthcare costs, Expensive rent and housing, Frustration that progressive policies are dismissed as too radical, Desire for real political change through voting and candidates
- posts_analysed: 6
- 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: 98
- authenticity_basis: engagement_observed
- credibility_score: 98
- 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
- [threads_seanbartleymusic#218289d4] Personal News! After a few months of soft launch... I’m officially launching my Substack newsletter: Cup Of Culture. Threads will always be my home for real-time updates and quick reactions. But Substack is where I’m going to break down the why, the historical context, and the lo (https://www.threads.com/@seanbartleymusic/post/DZ3h7gsmYn9)
- [threads_seanbartleymusic#05034232] From the streets of Ann Arbor grabbing lunch, to watching you become a political icon, I have never been more in for Abdul. Change is coming to Washington. (Look at my baby face 👶 🫣)
- [threads_seanbartleymusic#c08a8dbe] Me listening to someone explain how progressive policies are “too radical” while healthcare costs $900 a month and rent is $2,400.
- [threads_seanbartleymusic#ad53ae99] Are you all fired up to vote in November?
- [threads_seanbartleymusic#82901ae1] Proof that I have been team Abdul since before it was cool 🫣✊
- [threads_seanbartleymusic#293339c9] Do some of you actually understand the political earthquake that is

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=122, 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=78, 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=122, 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=122, method=platform_profile

## Freshness
- profile_checked_days_ago: 122
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 9
- 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=threads_seanbartleymusic
- Request removal: https://koinonlink.com/claim?k=threads_seanbartleymusic
- Terms: https://koinonlink.com/for-ai