# Valeria Michelle (@valemgar) on tiktok

- id: koinon:creator:tiktok_valemgar
- url: https://koinonlink.com/kol/tiktok/valemgar
- schema_version: 1.4

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

## Reach
- followers: 63672
- following: 316
- posts_total: 172
- posts_observed: 3
- 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: fashion
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: OOTD日常穿搭, 服装搭配技巧, GRWM出门准备, 牛仔裤和基础单品穿搭, 周 outfits 回顾

## Audience (inferred)
- status: present
- description: young female fashion enthusiasts focused on everyday outfits, OOTD, and simple styling tips
- roles: consumer
- seniority: consumer
- pain_points: unsure how to style different pieces together in a flattering way, lacking practical ideas for building looks around essential basics like striped shirts and jeans, struggling to quickly put together an outfit without overthinking, lacking simple methods to match hairstyles with overall looks
- 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: 62
- authenticity_basis: profile_shape_only
- credibility_score: 62
- 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_valemgar#8494ddcf] Esta semana inicié con una misión y era usar todos los días prendas de cuadros PEROOO no lo logré jajajajsjs, los primeros días iba muy bien y ya después me desesperé del blanco y negro 🫠🫠🫠 quería otros colores en mi vida jajaja 🤍 terminé amando los outfits de esta semana, cu (https://www.tiktok.com/@valemgar)
- [tiktok_valemgar#21d7b1db] Be Like a Woman
- [tiktok_valemgar#200b7b4a] What's your #OOTD?
- [tiktok_valemgar#7547ee2f] It is a becoming a big trend on TikTok now! Click here: ootd
- [tiktok_valemgar#c3ce710f] Check out Valeria Michelle’s video! #TikTok >
- [tiktok_valemgar#f9c7b937] MIS OUTFTIS DE ESTA SEMANA 🤍
- [tiktok_valemgar#6ec5f3fc] un outfit rapidiiiito porque hoy se me hizo tardecito, esta blusa me encanta porque a pesar de que es tejida y pareciera que es calurosa, para nada!!! Es perfecta 🤍 siempre el estilizar la cintura con un pantalón de tiro alto y un buen cinto te hará ver las piernas m

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=61, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 61
- audience_updated_days_ago: 61

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