# Insane Videos (@insanevideos) on x

- id: koinon:creator:x_insanevideos
- url: https://koinonlink.com/kol/x/insanevideos
- schema_version: 1.4

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

## Reach
- followers: 142460
- following: 106
- posts_total: 1262
- posts_observed: 1
- posts_per_day: 2.125
- account_age_days: 594
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00002
- best_post_interactions: 3
- 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: entertainment
- subcategory: news_media
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: celebrity gossip, viral internet moments, shocking real-life stories, pop culture drama, social media controversies, unverified viral clips
- bio: Follow to see the most insane videos on X 🔥 @roobet

## Audience (inferred)
- status: present
- description: general internet users who follow celebrity gossip, viral moments, and shocking real-life stories
- roles: general_ai
- seniority: consumer
- pain_points: Feeling overwhelmed by the constant stream of celebrity drama and sensational content, Struggling to find trustworthy sources for viral or shocking stories, Getting distracted by emotionally charged or exaggerated narratives online, Being unsure whether viral clips are real or staged
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 49
- authenticity_basis: engagement_observed
- credibility_score: 84
- 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
- [x_insanevideos#52975c55] How does togi do it @Roobet https://t.co/zqEaAh9CAQ (https://twitter.com/insanevideos/status/2073539362772386249)
- [x_insanevideos#ff20943b] Blac Chyna w no more bbl implants https://t.co/wtNl1imAbH
- [x_insanevideos#9e9a980c] Remember when Tyler, The Creator surprised his manager's daughter at her graduation https://t.co/gWba2Q6M86
- [x_insanevideos#a9085848] Dana White didn't even get two seconds in before Nina Drama's chat started roasting him. 😭 https://t.co/iWPZoWOZg9
- [x_insanevideos#cefb10ae] Her girlfriend helped her stand tall for their photoshoot after she was left paralyzed from surviving nine gunshots. 😢 https://t.co/QdoqfdKRa9
- [x_insanevideos#7582e88b] The difference with how Justin Bieber and Bad Bunny greet each others gf is LOUD https://t.co/Cx5NVaFbre
- [x_insanevideos#8f8ad120] You should always trust the goat https://t.co/Ry2amQUKic
- [x_insanevideos#802de532] Yall remember when this AirBnb owner exposed lil baby when he was living there https://t.co/eaVi9FiCXU

## 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=110, 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=110, 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=110, 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: 110
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 10
- 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_insanevideos
- Request removal: https://koinonlink.com/claim?k=x_insanevideos
- Terms: https://koinonlink.com/for-ai