# HERRAMIENTAS EXPRESS (@herramientas_express) on tiktok

- id: koinon:creator:tiktok_herramientas_express
- url: https://koinonlink.com/kol/tiktok/herramientas_express
- schema_version: 1.4

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

## Reach
- followers: 5145
- following: 45
- posts_total: 67
- posts_observed: 4
- 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: ecom_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Herramientas especializadas para motos, Prensas hidráulicas 12T y 20T, Elevadores y soportes de motores, Bombas sumergibles tipo lápiz, Taladros y pistolas de calor inalámbricas
- bio: Herramientas Especializadas para Motos y Herramientas en General.

## Audience (inferred)
- status: present
- description: Motorcycle mechanics, workshop owners, and buyers of specialized tools in Colombia, mainly in the Magdalena/Santa Marta region
- roles: consumer
- seniority: practitioner
- pain_points: Finding specialized motorcycle tools not available in regular hardware stores, Accessing heavy equipment like hydraulic presses and engine hoists at affordable prices, Getting reliable submersible pumps and heat guns for workshop tasks, Locating local suppliers in areas like Santa Marta without having to import
- posts_analysed: 25
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- 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: 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_herramientas_express#a7737925] #fyp #magdalena #santamarta #herramientas_especializadas_motos #herramientas_express (https://www.tiktok.com/@herramientas_express)
- [tiktok_herramientas_express#72c37e94] Pieces (Solo Piano Version)
- [tiktok_herramientas_express#bb7f12b7] It is a becoming a big trend on TikTok now! Click here: fyp
- [tiktok_herramientas_express#7c5540a4] Check out HERRAMIENTAS EXPRESS’s video! #TikTok >
- [tiktok_herramientas_express#fb10463f] #herramientas_express #herramientas_especializadas_motos #santamarta #magdalena #fyp
- [tiktok_herramientas_express#2d75a994] original sound - herramientas_express
- [tiktok_herramientas_express#41200f3f] Hard rock you want to hear at the gym(1074754)
- [tiktok_herramientas_express#3564425d] TALADRO PICADOR

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=54, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

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