# Tecno Herramientas (@tecnoherramientasbga) on tiktok

- id: koinon:creator:tiktok_tecnoherramientasbga
- url: https://koinonlink.com/kol/tiktok/tecnoherramientasbga
- schema_version: 1.4

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

## Reach
- followers: 60693
- following: 17
- posts_total: 249
- posts_observed: 4
- 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: home_living
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: soldadura y tutoriales para principiantes, máquinas de soldar MIG/MMA/4 en 1, herramientas eléctricas y combos profesionales, tips de uso y seguridad con pulidoras y pistolas de impacto, promociones y envíos de herramientas

## Audience (inferred)
- status: present
- description: Welders, mechanics, construction, and renovation workers who purchase industrial tools and seek practical tutorials
- roles: consumer
- seniority: practitioner
- pain_points: Choosing the right welding machine or tool without making beginner mistakes, Learning safe and professional welding techniques and how to use polishers/drills, Finding high-quality tool bundles at affordable prices with reliable shipping, Testing and comparing multi-process equipment before buying for daily work
- posts_analysed: 40
- confidence: 0.75

## 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: 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_tecnoherramientasbga#57d747f5] Hoy te voy a dar algunas recomendaciones ✅que te van a evitar cometer varias errores❌ de principiantes #soldaduraindustrial #soldaduramma #fyp #herramientas #comprasegura (https://www.tiktok.com/@tecnoherramientasbga)
- [tiktok_tecnoherramientasbga#77618fbe] original sound - tecnoherramientasbga
- [tiktok_tecnoherramientasbga#fbfe6a9b] It is a becoming a big trend on TikTok now! Click here: soldaduraindustrial
- [tiktok_tecnoherramientasbga#c102653b] Check out Tecno Herramientas’s video! #TikTok >
- [tiktok_tecnoherramientasbga#62c82565] Hoy te traemos el tutorial completo de cómo usar correctamente un taladro. Son 3 errores comunes que probablemente está cometiendo sin darte cuenta  Y tips para que Luscas como un profesional #seguridadindustrial #trabajoseguro #prevencion #taladro #tipsdeobra
- [tiktok_tecnoherramientasbga#e1cf9104] Trucos para usar la pulidora como un profesional y sin errores #tipsdeobra #seguridad #herramientas #pulidora
- [tiktok_tecnoherramientasbga#ab646df0] ¿Quieres Soldar como pro?  Te enseñamos lo de no debes hacer. #soldadura #reparacion

## 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=77, 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=77, 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=77, method=platform_profile

## Freshness
- profile_checked_days_ago: 77
- content_analysed_days_ago: 61
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 6
- 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_tecnoherramientasbga
- Request removal: https://koinonlink.com/claim?k=tiktok_tecnoherramientasbga
- Terms: https://koinonlink.com/for-ai