# Courtney Klang (@courtneyannklang) on tiktok

- id: koinon:creator:tiktok_courtneyannklang
- url: https://koinonlink.com/kol/tiktok/courtneyannklang
- schema_version: 1.4

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

## Reach
- followers: 158358
- following: 156
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Buckle shopping hauls and outfit checks, Lululemon hauls and activewear, Lifestyle getaways and beach content, Girl friendships and girls' day activities, Seasonal fashion inspiration
- bio: making life a little extra💖
lifestyle + hauls ✨
@courtklang 

💌 [contact removed]

## Audience (inferred)
- status: present
- description: Young women (Gen Z/young millennials) who follow TikTok for fashion hauls, outfit inspiration, and light lifestyle content
- roles: consumer
- seniority: consumer
- pain_points: Finding cute, trendy outfits that fit well and feel current, Deciding what to buy from popular stores like Buckle and Lululemon, Keeping up with seasonal fashion and haul trends, Wanting relatable girl-group and everyday lifestyle moments
- 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: 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_courtneyannklang#595f0499] A private beach!!! The perfect hidden getaway at @Land of Natura|Wisconsin Dells 😍🤍 #wisconsin #Summer #viral #fyp #foryoupage (https://www.tiktok.com/@courtneyannklang)
- [tiktok_courtneyannklang#8adc2d6b] Chasing Light With You
- [tiktok_courtneyannklang#58befb52] It is a becoming a big trend on TikTok now! Click here: wisconsin
- [tiktok_courtneyannklang#ef690da9] Check out Courtney Klang’s video! #TikTok >
- [tiktok_courtneyannklang#91d57e8c] HAPPY GIRL ✨ @buckle #buckle #shopping #shoppinghaul #fyp #foryoupage
- [tiktok_courtneyannklang#7602e68c] original sound - hollyjobrooks
- [tiktok_courtneyannklang#de0ab1e5] Why does part of me want to bring this back 🥹 @lululemon #lululemon #lululemoncreator #lululemonaddict #fyp #foryoupage
- [tiktok_courtneyannklang#38bd532a] original sound - courtneyannklang

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=80, 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=76, 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=80, 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=80, method=platform_profile

## Freshness
- profile_checked_days_ago: 80
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

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