# CEGE (@cege_br) on tiktok

- id: koinon:creator:tiktok_cege_br
- url: https://koinonlink.com/kol/tiktok/cege_br
- schema_version: 1.4

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

## Reach
- followers: 3387
- following: 17
- posts_observed: 2
- verified: false
- size_tier: nano

## 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: marketplace
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Ventas en Shopee, E-commerce y marketplaces, Ofertas relámpago y pricing, Cursos y métodos de ventas online, Integraciones y herramientas para vendedores
- bio: 💼 Empresários
🚀 +2M vendidos en Shopee
📊 Foco en resultados
💪 Te ayudo a vender en Shopee
👇 Entra al link

## Audience (inferred)
- status: present
- description: Small entrepreneurs and sellers on Shopee in Bolivia and Brazil looking to increase sales on marketplaces
- roles: ecom_ops
- seniority: practitioner
- pain_points: Low sales and difficulty scaling on Shopee, Issues with account integrations and tools like UpSeller, Challenges with pricing, discounts, and flash sales, Tax complications (CFOP, invoices) for MEI sellers
- posts_analysed: 33
- confidence: 0.75

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

## Quality signals
- authenticity_score: 38
- authenticity_basis: profile_shape_only
- credibility_score: 38
- 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_cege_br#15f5b8d9] EMBUDO DE VENTAS EN SHOPEE COMENTA "YO QUIERO" #ecommerce #empreendedor #shopee #brasil (https://www.tiktok.com/@cege_br)
- [tiktok_cege_br#1fc9caa6] original sound - cege_br
- [tiktok_cege_br#2de893cf] It is a becoming a big trend on TikTok now! Click here: ecommerce
- [tiktok_cege_br#c420f0ce] Check out CEGE’s video! #TikTok >
- [tiktok_cege_br#66b2935b] COMENTA "VENTAS" Y TE EXPLICO COMO FUNCIONA ESTE MÉTODO! #vendasonline #shopee #empreendedor #ecommerce
- [tiktok_cege_br#3f51411a] Replying to @doris.mamani2  Integracion de tu Cuenta Shopee para UpSeller! #upseller #shopee #ofertarelampago #bolivia🇧🇴 #vendasonline #ecommerce #cursosonline
- [tiktok_cege_br#50b80925] Seaside - Instrumental Version
- [tiktok_cege_br#14c1dd11] Transmissão por chat! en shopee y ventas onlines #vendasnashope #shopee #martketplace #livehighlights

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=67, 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=57, 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=67, 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=67, method=platform_profile

## Freshness
- profile_checked_days_ago: 67
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 5
- 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_cege_br
- Request removal: https://koinonlink.com/claim?k=tiktok_cege_br
- Terms: https://koinonlink.com/for-ai