# HANNY CRISTINA 🛍️ (@hannycristinaa) on tiktok

- id: koinon:creator:tiktok_hannycristinaa
- url: https://koinonlink.com/kol/tiktok/hannycristinaa
- schema_version: 1.4

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

## Reach
- followers: 21839
- following: 234
- posts_observed: 1
- 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: ecom_ads
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Estratégias de vendas e marketing para lojas, Criação de conteúdo para ecommerce, Mentalidade e motivação empreendedora, Dicas de branding e diferenciação, Ferramentas e rotinas para lojistas

## Audience (inferred)
- status: present
- description: Dona de loja / small e-commerce owners, mainly Brazilian female entrepreneurs running physical or online stores
- roles: ecom_ops
- seniority: decision_maker
- pain_points: Frases de atendimento que não fidelizam clientes, Dificuldade em transformar lojinha em marca forte, Baixo faturamento e conversão em vendas online, Falta de estratégias práticas de conteúdo e marketing
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 48
- authenticity_basis: profile_shape_only
- credibility_score: 48
- flagged_for_review: false
- koinon_bd_grade: B — 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_hannycristinaa#c4003748] Você ainda tá dizendo “obrigada pela compra”? Isso não fideliza. Não cria conexão. Não faz a cliente lembrar de você. Troca por: 💬 “Obrigada por confiar.” 💬 “Você acabou de levar um dos nossos best sellers e queremos uma foto sua usando.” 💬 “Essa peça tem tudo a ver com você.” (https://www.tiktok.com/@hannycristinaa)
- [tiktok_hannycristinaa#d52dc975] original sound - hannycristinaa
- [tiktok_hannycristinaa#061969b9] It is a becoming a big trend on TikTok now! Click here: empreendedor
- [tiktok_hannycristinaa#32de1651] Check out HANNY CRISTINA 🛍️’s video! #TikTok >
- [tiktok_hannycristinaa#505f67c6] Respondendo a @Leh Andrade #stories #marketingdigital #estrategiasdemarketing #empreendedorismo #mentoria #criacaodeconteudo
- [tiktok_hannycristinaa#a54de77d] Uma aula 100% de graça 🤌🏻 #leleburnier  #criacaodeconteudo #marketing #conteudodigital #estrategiasdemarketing #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=55, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=55, 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=55, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=103, 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=55, 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=103, 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=103, method=platform_profile

## Freshness
- profile_checked_days_ago: 103
- content_analysed_days_ago: 55
- audience_updated_days_ago: 55

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