# 𝐢𝐌𝐏𝐔𝐋𝐒𝐈𝐕𝐄 𝐒𝐋𝐎𝐓𝐒 (@impulsiveslots) on tiktok

- id: koinon:creator:tiktok_impulsiveslots
- url: https://koinonlink.com/kol/tiktok/impulsiveslots
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: impulsiveslots
- platform_url: https://www.tiktok.com/@impulsiveslots
- country: United States
- entity_type: creator
- person_id: koinon:person:tiktok_impulsiveslots

## Reach
- followers: 145712
- following: 2
- posts_observed: 21
- verified: false
- size_tier: kol

## 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: gaming
- subcategory: igaming
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: slot machine tips and strategies, Las Vegas casino experiences, big wins and money runs, how-to casino tutorials, slot bonus buys and gameplay
- bio: CA,LV,MEX,UT📈🤑🎰🎲

## Audience (inferred)
- status: present
- description: Casino gamblers and slot machine enthusiasts, mainly recreational players seeking tips, big-win videos, and Las Vegas casino content
- roles: consumer
- seniority: consumer
- pain_points: Losing money quickly on slots without knowing why, Not understanding slot denominations and bonus features, Wanting fast big payouts but rarely hitting them, Looking for reliable casino tips that actually work
- posts_analysed: 13
- 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: 58
- authenticity_basis: profile_shape_only
- 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_impulsiveslots#50c3cbc3] THE BEST STRIP VIEW IN LAS VEGAS!  #creatorsearchinsights #tophotels #bestview #lasvegas #lasvegasstrip #besthotels (https://www.tiktok.com/@impulsiveslots)
- [tiktok_impulsiveslots#7906a588] Welcome to Las Vegas
- [tiktok_impulsiveslots#815df183] It is a becoming a big trend on TikTok now! Click here: creatorsearchinsights
- [tiktok_impulsiveslots#11550158] Check out 𝐢𝐌𝐏𝐔𝐋𝐒𝐈𝐕𝐄 𝐒𝐋𝐎𝐓𝐒’s video! #TikTok >
- [tiktok_impulsiveslots#112f04c1] Im Going To Start Recording My Casino Trips on Tiktok #slotmachines #tiktok #casino #lasvegas
- [tiktok_impulsiveslots#58e5e6fb] Nomas por Eso Trabajo
- [tiktok_impulsiveslots#127179c8] Replying to @cearavilladiego TIPS PARTE 1 #howto #tips #slotmachines #foryourepage #casino
- [tiktok_impulsiveslots#c21d25a2] original sound - impulsiveslots

## 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=80, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=80, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=80, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=89, 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=80, 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=89, 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=89, method=platform_profile

## Freshness
- profile_checked_days_ago: 89
- content_analysed_days_ago: 80
- audience_updated_days_ago: 80

## AI retrieval
- indexing_requests: 8
- 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_impulsiveslots
- Request removal: https://koinonlink.com/claim?k=tiktok_impulsiveslots
- Terms: https://koinonlink.com/for-ai