# Laura Fernanda (@laurafernandaeh_) on tiktok

- id: koinon:creator:tiktok_laurafernandaeh_
- url: https://koinonlink.com/kol/tiktok/laurafernandaeh_
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: laurafernandaeh_
- platform_url: https://www.tiktok.com/@laurafernandaeh_
- website: https://linktr.ee/Laurafernandaeh_?fbclid=PAQ0xDSwLluaJleHRuA2FlbQIxMQABp2ZdWMmb3zpUkQlexMBP4EyiS_JbbmhzlTITHd9fOIZ8VyS-qz7MnLpPne-f_aem_ZrTzuOeMG2JYvXx2f3Op9g
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 486898
- following: 994
- posts_observed: 2
- 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: 0.8
- category_source: derived_from_recent_content
- topics: 个人日常生活, 潮流音乐和声音, 产品开箱与购物, 情感分享

## Audience (inferred)
- status: present
- description: Young Spanish-speaking female TikTok users who follow personal life, fashion, and daily vlogs
- roles: none
- seniority: consumer
- 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_laurafernandaeh_#a19b5add] Confirmen jajajajajaja si les cuesta levantarse (https://www.tiktok.com/@laurafernandaeh_)
- [tiktok_laurafernandaeh_#8586e01e] original sound - storagestyle_
- [tiktok_laurafernandaeh_#549797f3] Dreamz
- [tiktok_laurafernandaeh_#5166e54f] Check out Laura Fernanda’s video! #TikTok >
- [tiktok_laurafernandaeh_#2004b243] De la creadora de yo queria algo mas barato jajajajaja 💜🥹  Lunita es mi hermanita , ella tiene 12 años y es mi vida enterita 🫶🏼 nos llevamos 11 años de diferencia pero esto no es impedimento para la conexion tan hermosa que tenemos. Amo a mi lunita y amo sus reacciones jajaja
- [tiktok_laurafernandaeh_#ef035cd6] original sound - laurafernandaeh_
- [tiktok_laurafernandaeh_#9d668594] #greenscreen  shampoos que jamas van a volver a tocar mi cabello 🫶🏼
- [tiktok_laurafernandaeh_#10d209e6] Try out the #GreenScreen Creative Effect! Check out the latest trends using #greenscreen for some inspiration. Just pick an image from your camera roll

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=75, 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=62, 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=75, 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=75, method=platform_profile

## Freshness
- profile_checked_days_ago: 75
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

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