# mundoherramientas (@mundoherramientas) on tiktok

- id: koinon:creator:tiktok_mundoherramientas
- url: https://koinonlink.com/kol/tiktok/mundoherramientas
- schema_version: 1.4

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

## Reach
- followers: 7609
- following: 45
- posts_total: 248
- 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: supply
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Comparaciones de marcas (Total vs Ingco vs Emtop), Escáneres Autel y Thinkcar en oferta, Elevadores de columnas y tijera para talleres, Sets de herramientas y cajoneras completas, Equipamiento industrial para mecánica automotriz

## Audience (inferred)
- status: present
- description: Automotive mechanics and workshop owners purchasing diagnostic equipment, lifts, and professional tool sets
- roles: none
- seniority: decision_maker
- pain_points: Finding high-end scanners at good prices with local warranty and spare parts availability, Equipping the entire workshop without breaking the bank on premium brands, Getting durable tools (wrenches, jack stands, compressors) that can withstand daily heavy use, Accessing promotions and payment plans for large lifts and tool cabinets
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 50
- authenticity_basis: profile_shape_only
- credibility_score: 50
- 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_mundoherramientas#1cd644d7] Total vs Emtop vs Ingco 🔥 (https://www.tiktok.com/@mundoherramientas)
- [tiktok_mundoherramientas#a1118d1b] Best Sellers
- [tiktok_mundoherramientas#c71aae41] Check out mundoherramientas’s video! #TikTok >
- [tiktok_mundoherramientas#6b7e645e] Search:
- [tiktok_mundoherramientas#56f3df02] Emtop
- [tiktok_mundoherramientas#f556d020] Este set es infaltable en tu taller. Set pinzas para abrazaderas e inyeccion. conseguí esta y otras herramientas acá en Mundo Herramientas!
- [tiktok_mundoherramientas#2f10c30f] original sound - mundoherramientas
- [tiktok_mundoherramientas#fbc20897] ¿Cuál te gusta mas? ¿Ingco o Total?

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=59, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 8
- 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_mundoherramientas
- Request removal: https://koinonlink.com/claim?k=tiktok_mundoherramientas
- Terms: https://koinonlink.com/for-ai