# neoncitywalkers (@neoncitywalkers) on tiktok

- id: koinon:creator:tiktok_neoncitywalkers
- url: https://koinonlink.com/kol/tiktok/neoncitywalkers
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: neoncitywalkers
- platform_url: https://www.tiktok.com/@neoncitywalkers
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 29778
- following: 1400
- posts_observed: 2
- verified: false
- size_tier: koc

## 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: lifestyle
- subcategory: travel
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Las Vegas hotel and resort reviews, Pool and amenity experiences, Restaurant and dining spots, Hidden details and design features, Vegas events and local vibes

## Audience (inferred)
- status: present
- description: Las Vegas leisure travelers and visitors planning hotel stays, pool days, dining, and Strip experiences
- roles: consumer
- seniority: consumer
- pain_points: Choosing which Vegas hotels and pools live up to the hype vs. being overhyped, Finding value deals, hidden perks, and affordable fun without overspending, Discovering unique resort details and avoiding generic tourist traps, Planning trips around events, construction, or seasonal vibes
- posts_analysed: 100
- confidence: 0.9

## 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: 50
- authenticity_basis: profile_shape_only
- credibility_score: 50
- 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
- [tiktok_neoncitywalkers#5f0a3bc8] The Cromwell is being Vanderpumped! Are you excited? #vanderpump #vanderpumplasvegas #lasvegas #Vegasvibes (https://www.tiktok.com/@neoncitywalkers)
- [tiktok_neoncitywalkers#b7953e3c] Raise Your Glass
- [tiktok_neoncitywalkers#0ba40be9] It is a becoming a big trend on TikTok now! Click here: vanderpump
- [tiktok_neoncitywalkers#ca571c91] Check out neoncitywalkers’s video! #TikTok >
- [tiktok_neoncitywalkers#d802e14d] Did you know you can bring the smell of your favorite Las Vegas resorts home? ✨ Visiting Aroma Retail’s Smelly Bar is such a fun experience—you can smell all the different fragrances, discover new favorites and find the perfect scent for your home! Trust us, you’ll want to smell 
- [tiktok_neoncitywalkers#75ef6476] Neon Serenity
- [tiktok_neoncitywalkers#75c3ddef] Planning a Las Vegas trip around F1? 🏎️ Based on the 2025 setup timeline, F1-related construct

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=88, 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=77, 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=88, 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=88, method=platform_profile

## Freshness
- profile_checked_days_ago: 88
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

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