# Bryan Boyle (@BryanBoyle) on youtube

- id: koinon:creator:youtube_bryanboyle
- url: https://koinonlink.com/kol/youtube/BryanBoyle
- schema_version: 1.3

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

## Reach
- followers: 52200
- posts_observed: 9
- 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: lifestyle
- subcategory: travel
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: 商船生活与海上航行, 港口作业与集装箱装卸, 恶劣海况下的船舶POV, 海洋动物与船舶互动, 航运行业真实记录
- bio: U.S. Merchant Mariner sailing the globe and filming my adventures at sea. Licensed FAA Part 107 Drone Pilot available for hire ...

## Audience (inferred)
- status: present
- description: ocean freight/shipping enthusiasts, general viewers curious about merchant ship life or port operations, and consumers interested in maritime adventures and container ships
- roles: consumer
- seniority: consumer
- pain_points: unable to experience the real-life scenes of ships at sea and port operations firsthand, desire for first-person footage of container ships navigating rough seas, lack of intuitive understanding of crew daily routines and port logistics details, want to learn about marine wonders like dolphins surfing through videos
- 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: 53
- authenticity_basis: profile_shape_only
- credibility_score: 53
- 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_bryanboyle#b4a7d718] How Longshoremen work on hard to reach containers in port #maritime #containership #merchantmarine (https://www.youtube.com/@BryanBoyle)
- [youtube_bryanboyle#bfca6c63] Thunder Storms Halt Cargo Operations at Port of Savannah #cargoship #merchantmarine #maritime
- [youtube_bryanboyle#eb4c505d] Life at Sea aboard a Maersk Container Ship. #travel #sea #ship #maritime
- [youtube_bryanboyle#57a28f04] Aboard a container ship in heavy seas POV #ship #ocean #maritime #sea #pov
- [youtube_bryanboyle#e6bdadf5] Container Ship Crawl (Star Wars/Space Balls Parody)
- [youtube_bryanboyle#57180c86] Dolphins surfing a cargo ship's bow wave

## 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=26, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=26, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=26, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=3, 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=0, 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=3, 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=3, method=platform_profile

## Freshness
- profile_checked_days_ago: 3
- content_analysed_days_ago: 0
- audience_updated_days_ago: 26

## 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_bryanboyle
- Request removal: https://koinonlink.com/claim?k=youtube_bryanboyle
- Terms: https://koinonlink.com/for-ai