# Vegas Matt (@vegasmatt) on threads

- id: koinon:creator:threads_vegasmatt
- url: https://koinonlink.com/kol/threads/vegasmatt
- schema_version: 1.4

## Identity
- platform: threads
- handle: vegasmatt
- platform_url: https://www.threads.net/@vegasmatt
- country: United States
- entity_type: creator
- person_id: koinon:person:youtube_vegasmatt

## Reach
- followers: 118858
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00038
- best_post_interactions: 45
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: gaming
- subcategory: igaming
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Blackjack high-stakes play, Baccarat and poker betting, Casino gambling sessions, Big bet wins and losses
- bio: ‼️Gamble Responsibly‼️
More about me! 👇

## Audience (inferred)
- status: present
- description: Casino gambling enthusiasts and high-stakes betting fans, mostly casual viewers who enjoy watching big wins and losses
- roles: consumer
- seniority: consumer
- pain_points: Financial losses from gambling, Limited access to high-limit tables or big bets, Finding exciting gambling content without real risk, Balancing thrill with responsible play
- posts_analysed: 8
- confidence: 0.4

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

## Quality signals
- authenticity_score: 57
- authenticity_basis: engagement_observed
- credibility_score: 92
- 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
- [threads_vegasmatt#2b64c0dc] $3,000 Hands Trying To Win #blackjack #casino #gamble (https://www.threads.com/@vegasmatt/post/DZ3MIBmkgUR)
- [threads_vegasmatt#e81e6dcd] Max Bet Ultimate Texas Hold’em #poker #gamble #texasholdem
- [threads_vegasmatt#f96b590f] $11,500 Get Even Or Even Worse #baccarat #gamble #casino
- [threads_vegasmatt#e4355bf1] $5,000 Max Bet Madness #blackjack #casino #gambling #doubledown
- [threads_vegasmatt#2f33c34d] $21,000 Winner Take All Against The Casino #blackjack #gambling #21
- [threads_vegasmatt#f6ebfb3f] $3,000 Hands Of Blackjack #casino #gambling #atlanticcity
- [threads_vegasmatt#2f4836a8] I Bet $16,200 On Blackjack #subscribe #gambling #casino
- [threads_vegasmatt#60eb6886] Fun Day In AC Betting Big! https://youtu.be/SSIhuPmHCmM

## 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=79, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=79, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=79, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=123, 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=79, 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=123, 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=123, method=platform_profile

## Freshness
- profile_checked_days_ago: 123
- content_analysed_days_ago: 79
- audience_updated_days_ago: 79

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