# kelsieflow (@kelsieflow) on tiktok

- id: koinon:creator:tiktok_kelsieflow
- url: https://koinonlink.com/kol/tiktok/kelsieflow
- schema_version: 1.4

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

## Reach
- followers: 100372
- following: 13
- posts_observed: 1
- 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: mobile
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Mobile game promotions, AI game makers and no-code tools, App hacks and phone cleanup, Casual survival and puzzle games
- bio: Full of joy

## Audience (inferred)
- status: present
- description: Casual TikTok users, mainly young adults and teens seeking free/offline mobile games and simple app recommendations
- roles: consumer
- seniority: consumer
- pain_points: Bored with repetitive mobile games and wanting fresh options, Lack coding skills but have game ideas they want to try, Messy camera roll and phone storage issues, Looking for relaxing, no-WiFi entertainment
- posts_analysed: 67
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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_kelsieflow#0147551a] original sound - kelsieflow (https://www.tiktok.com/@kelsieflow)
- [tiktok_kelsieflow#05f7c2c4] Check out kelsieflow’s video! #TikTok >
- [tiktok_kelsieflow#8c611b5a] If you could make any game with just words, what would it be? 👇 I made a pixel cat game in 20 seconds. Aippy — no code, just ideas. #Aippy #AIGameMaker #NoCode #GameDev
- [tiktok_kelsieflow#711ab95f] It is a becoming a big trend on TikTok now! Click here: aippy
- [tiktok_kelsieflow#e861553a] Okay be honest — how many photos are in YOUR camera roll right now? 👇 I was at 18k and couldn't even look at it anymore. Swipewipe fixed that in one sitting. #Swipewipe #CameraRoll #PhoneStorage #Declutter
- [tiktok_kelsieflow#7792ae37] It is a becoming a big trend on TikTok now! Click here: swipewipe
- [tiktok_kelsieflow#033d1d94] This used to be

## 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=84, 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=84, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=84, 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=84, 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=84, 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=84, method=platform_profile

## Freshness
- profile_checked_days_ago: 84
- content_analysed_days_ago: 84
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 9
- 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_kelsieflow
- Request removal: https://koinonlink.com/claim?k=tiktok_kelsieflow
- Terms: https://koinonlink.com/for-ai