# Wilmer Becerra (@wiltech_oficial) on tiktok

- id: koinon:creator:tiktok_wiltech_oficial
- url: https://koinonlink.com/kol/tiktok/wiltech_oficial
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: wiltech_oficial
- platform_url: https://www.tiktok.com/@wiltech_oficial
- website: https://tienda.wiltechoficial.com/products/robot-30w-ugreen?variant=43358309744742
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6044774
- following: 32
- posts_total: 1426
- posts_observed: 12
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.0325
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 124177
- best_post_interactions: 637242
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: software
- subcategory: devtools
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Reparación de iPhone y MacBook, Consejos para evitar daños en dispositivos Apple, Apertura de nuevas sedes Wiltech, Historias de clientes y errores comunes, Herramientas y diagnósticos profesionales
- bio: #1 en reparación de equipos Apple
3134192486

## Audience (inferred)
- status: present
- description: Dueños de iPhones, MacBooks y otros equipos Apple en Colombia (principalmente Bucaramanga y Medellín) que buscan reparaciones
- roles: consumer
- seniority: consumer
- pain_points: Pantallas de baja calidad o de segunda que compran por error, Batería que dura muy poco o daños por no cambiarla a tiempo, Daños internos por líquidos, comida o hormigas, Problemas con iCloud, bloqueos o diagnósticos erróneos
- posts_analysed: 75
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: engagement_observed
- credibility_score: 66
- 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_wiltech_oficial#aa02576f] Reparación de iPhone #wiltech #apple (https://www.tiktok.com/@wiltech_oficial)
- [tiktok_wiltech_oficial#ec9ac9d5] original sound - wiltech_oficial
- [tiktok_wiltech_oficial#96f9cc2a] It is a becoming a big trend on TikTok now! Click here: wiltech
- [tiktok_wiltech_oficial#a6c8246a] Check out Wilmer Becerra’s video! #TikTok >
- [tiktok_wiltech_oficial#496f66de] #wiltech #apple
- [tiktok_wiltech_oficial#b3f13a67] iphone 1 su historia #apple
- [tiktok_wiltech_oficial#70109b13] Si Mac Center no pudo respetártelo, ahora te doy revisión gratis 😎
- [tiktok_wiltech_oficial#16210fc3] ¿Wilmer por qué no me das más garantía? 🥹

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=33, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=33, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=33, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=43, 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=0.5, freshness_days=0, 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=43, 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=43, method=platform_profile

## Freshness
- profile_checked_days_ago: 43
- content_analysed_days_ago: 0
- audience_updated_days_ago: 33

## AI retrieval
- indexing_requests: 1
- 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_wiltech_oficial
- Request removal: https://koinonlink.com/claim?k=tiktok_wiltech_oficial
- Terms: https://koinonlink.com/for-ai