# Kaylah (@kaylahharden) on tiktok

- id: koinon:creator:tiktok_kaylahharden
- url: https://koinonlink.com/kol/tiktok/kaylahharden
- schema_version: 1.3

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

## Reach
- followers: 165416
- following: 734
- 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: lifestyle
- subcategory: fashion
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Fall fashion styling, Outfit formulas and combinations, Personal style development, Wardrobe essentials and shopping guides, Hairstyling tips for bob cuts, Fashion brand collaborations (e.g. Steve Madden, Madewell)

## Audience (inferred)
- status: present
- description: Young urban women, primarily Black women in NYC, interested in personal style, fashion trends, and building a curated wardrobe with confidence
- roles: content
- seniority: practitioner
- pain_points: Struggling to find unique, stylish outfit combinations beyond basic neutrals, Feeling unsure about how to incorporate trendy or statement pieces into everyday wear, Lacking confidence in styling specific items like loafers, fringe, or zebra print, Finding it hard to balance personal style with practicality for work or social events
- posts_analysed: 40
- confidence: 0.75

## 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: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_kaylahharden#753a5c93] Wtf is beige, let’s add color to our style! Give me some color for fall! #stylingtips #colorcombos #personalstyle #falloutfitinspo #fallstyleinspo (https://www.tiktok.com/@kaylahharden)
- [tiktok_kaylahharden#4130b693] Freaks
- [tiktok_kaylahharden#06eb6c30] It is a becoming a big trend on TikTok now! Click here: stylingtips
- [tiktok_kaylahharden#d20efb08] Check out Kaylah’s video! #TikTok >
- [tiktok_kaylahharden#10657422] Some more color combos formulas for you to try with your fall outfits🫶🏾 fall style doesn’t have to be “neutral” all the time! ##stylingtips##colorcombos##personalstyle##falloutfitinspo##outfitformula
- [tiktok_kaylahharden#f5ee3a6e] original sound - kaylahharden
- [tiktok_kaylahharden#6b7e645e] Search:
- [tiktok_kaylahharden#eb8dade9] color combos for fall

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=60, 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=0, 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=60, 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=60, method=platform_profile

## Freshness
- profile_checked_days_ago: 60
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_kaylahharden
- Request removal: https://koinonlink.com/claim?k=tiktok_kaylahharden
- Terms: https://koinonlink.com/for-ai