# VegasMatt (@vegasmatt) on tiktok

- id: koinon:creator:tiktok_vegasmatt
- url: https://koinonlink.com/kol/tiktok/vegasmatt
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: vegasmatt
- platform_url: https://www.tiktok.com/@vegasmatt
- website: https://youtube.com/vegasmatt
- country: United States
- entity_type: creator
- person_id: koinon:person:youtube_vegasmatt

## Reach
- followers: 696110
- following: 920
- posts_observed: 35
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.03988
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 6222
- best_post_interactions: 12684
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: gaming
- subcategory: igaming
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: High-limit casino gameplay and jackpots, Private jet and hotel room reviews, Vegas and Tampa casino visits, Table game sessions and dealer interactions, Gambling wins, losses and streaks
- bio: ‼️ Gamble Responsibly ‼️
I Play High Limit Slots Everyday!
🎰💵⬇️

## Audience (inferred)
- status: present
- description: Casino gamblers and Vegas lifestyle enthusiasts who watch high-limit sessions, jackpots, and luxury travel clips
- roles: consumer
- seniority: consumer
- pain_points: Chasing losses across slots, blackjack and baccarat, Finding high-limit tables and casino comps, Affording or accessing private-jet trips to casinos, Dealing with long losing streaks and emotional swings
- posts_analysed: 52
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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.

## Evidence
- [tiktok_vegasmatt#53d7d04b] Thank you so much @Seminole Hard Rock Tampa for an amazing weekend! (https://www.tiktok.com/@vegasmatt)
- [tiktok_vegasmatt#1f28b5b4] [Raw recording] Record playback noise 01 (3 minutes)
- [tiktok_vegasmatt#d3362fa1] Check out VegasMatt’s video! #TikTok >
- [tiktok_vegasmatt#430cc0ae] See you in Tampa!
- [tiktok_vegasmatt#60d01484] original sound - vegasmatt
- [tiktok_vegasmatt#38c574f4] Lazy jet review!
- [tiktok_vegasmatt#818f4e7a] That’s a Raiders Game!
- [tiktok_vegasmatt#8f35cd35] Another Jet Review

## 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=74, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=74, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=74, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=74, 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=74, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=74, 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=74, 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=74, 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=74, method=platform_profile

## Freshness
- profile_checked_days_ago: 74
- content_analysed_days_ago: 74
- audience_updated_days_ago: 74

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