# Bobbylights (@Bobbyflightss) on youtube

- id: koinon:creator:youtube_bobbyflightss
- url: https://koinonlink.com/kol/youtube/Bobbyflightss
- schema_version: 1.0

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

## Reach
- followers: 333000
- posts_observed: 1
- verified: false
- size_tier: kol

## Engagement
- unit_note: engagement_rate is a ratio (0-1); the interaction fields are absolute counts.

## Content
- category: entertainment
- subcategory: comedy
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Food challenges and mukbangs, Pranks and comedy skits, Viral Korean street food, Trending food experiments
- bio: Welcome to my YouTube channel, expect the unexpected!

## Audience (inferred)
- status: present
- description: Teens and young adults seeking casual entertainment through food videos and pranks
- roles: consumer
- seniority: consumer
- pain_points: Boredom from everyday routines needing quick laughs, Curiosity about viral food trends without access to try them, Desire for light-hearted content to escape stress
- posts_analysed: 40
- confidence: 0.75

## 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: 58
- credibility_score: 58
- grade: C
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [youtube_bobbyflightss#p0] Korean DESSERT was so good! 😭 #trending #mukbang #koreanstreetfood (https://www.youtube.com/@Bobbyflightss)
- [youtube_bobbyflightss#p1] Baby Tried PRANKING me 😭😭 #trending #prank #comedy
- [youtube_bobbyflightss#p2] Making a Hwachae 😭 @Fruit Riot! #fruitriotpartner #trending #hwachae
- [youtube_bobbyflightss#p3] Food was GONEE!! 😂😭 #trending #bchchicken #koreanbbq @bhc치킨
- [youtube_bobbyflightss#p4] Did i just WIN?? 😭😭 #trending #challenge
- [youtube_bobbyflightss#p5] She FELL for it TWICE 💀😭 #trending #prank
- [youtube_bobbyflightss#p6] No way he fell for it! 😭😩 # #trending #prank
- [youtube_bobbyflightss#p7] $20 Erewhon water is INSANE 😩 #trending #prank

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, 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=7, method=follower_growth_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=7, method=platform_profile

## Freshness
- profile_checked_days_ago: 7
- content_analysed_days_ago: 0
- 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_bobbyflightss
- Request removal: https://koinonlink.com/claim?k=youtube_bobbyflightss
- Terms: https://koinonlink.com/for-ai