# Andrew Southworth (@AndrewSouthworth) on youtube

- id: koinon:creator:youtube_andrewsouthworth
- url: https://koinonlink.com/kol/youtube/AndrewSouthworth
- schema_version: 1.4

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

## Reach
- followers: 91800
- posts_observed: 584
- verified: false
- size_tier: koc

## 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: music
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Spotify algorithms, playlists, and Discovery Mode, Meta/Facebook and TikTok ads for music promotion, Streaming fraud, metrics, and monetization, Music release strategy and content creation for artists, Facebook Pixel and ad tracking for music campaigns
- bio: From using Facebook ads to promote your music on Spotify, to YouTube ads to market your next music video, to how to get ...

## Audience (inferred)
- status: present
- description: Independent music artists and musicians who handle their own promotion, focusing on growing Spotify streams and using paid ads on Meta/TikTok
- roles: content
- seniority: practitioner
- pain_points: Getting enough monthly listeners/streams to make a living on Spotify, Navigating Spotify algorithms, playlists, and Discovery Mode effectively, High ad costs, fraud, and low ROI when running Meta or TikTok campaigns for music, Understanding what content and release strategies actually convert to streams
- posts_analysed: 34
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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.

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=17, 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=17, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=46, 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=17, 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=46, 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=46, method=platform_profile

## Freshness
- profile_checked_days_ago: 46
- content_analysed_days_ago: 17
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 14
- 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_andrewsouthworth
- Request removal: https://koinonlink.com/claim?k=youtube_andrewsouthworth
- Terms: https://koinonlink.com/for-ai