# ketlynempreende (@ketlynempreende) on tiktok

- id: koinon:creator:tiktok_ketlynempreende
- url: https://koinonlink.com/kol/tiktok/ketlynempreende
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: ketlynempreende
- platform_url: https://www.tiktok.com/@ketlynempreende
- website: Ketlynempreende.com.br
- country: Brazil
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 11918
- following: 1912
- posts_observed: 11
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.88
- category_source: derived_from_recent_content
- topics: Wholesale buying and pricing of aço inoxidável accessories, Social media stories and photo ideas for product engagement, Retail selling tips and customer interaction, Starter kits and beginner store setup, Accessory trends like rings and delicate pieces

## Audience (inferred)
- status: present
- description: Small Brazilian women entrepreneurs running or starting wholesale/retail stores selling stainless steel jewelry and accessories
- roles: ecom_ops
- seniority: practitioner
- pain_points: How to price pieces for wholesale vs retail without losing margin, Creating stories and photos that actually get customer attention and engagement, Choosing effective free gifts or starter kits for new customers, Learning basic store operations like tags, product presentation and trends
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 43
- authenticity_basis: profile_shape_only
- credibility_score: 43
- 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_ketlynempreende#f3a86380] Tudo que dá pra comprar com 600,00 reais no meu atacado (https://www.tiktok.com/@ketlynempreende)
- [tiktok_ketlynempreende#41108043] original sound - ketlynempreende
- [tiktok_ketlynempreende#65701b36] Check out ketlynempreende’s video! #TikTok >
- [tiktok_ketlynempreende#75bd0024] Roman d'Amour
- [tiktok_ketlynempreende#8fdf84ac] Resumo de uma semana que eu sempre pedi pra Deus 💚🙏🏽🥹
- [tiktok_ketlynempreende#58dcce1f] Por quanto eu venderia essa peça no meu varejo #acoinoxidavel #acoinox #aco316l #fornecedordeacoinoxidavel
- [tiktok_ketlynempreende#1afa47b2] It is a becoming a big trend on TikTok now! Click here: acoinoxidavel
- [tiktok_ketlynempreende#dcc6914d] Parte 5 💚 Não é só mostrar a peça, é saber como fazer a cliente prestar atenção nela...  Me segue pra mais ideias e comenta “parte 6” se quer continuação 🫶🏻

## 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=60, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=60, 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=60, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=88, 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=60, 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=88, 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=88, method=platform_profile

## Freshness
- profile_checked_days_ago: 88
- content_analysed_days_ago: 60
- audience_updated_days_ago: 60

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