# Herramientas Automotriz (@tecnocartoolsperu) on tiktok

- id: koinon:creator:tiktok_tecnocartoolsperu
- url: https://koinonlink.com/kol/tiktok/tecnocartoolsperu
- schema_version: 1.3

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

## Reach
- followers: 5050
- following: 337
- posts_total: 106
- posts_observed: 3
- 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: software
- subcategory: devtools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Automotive diagnostic tools, Car electrical system troubleshooting, Mobile vehicle repair techniques, Use of handheld testers and scanners, Live streaming for mechanic communities, Affordable automotive equipment deals
- bio: No bio yet

## Audience (inferred)
- status: present
- description: Peruvian auto mechanics and automotive technicians, mainly working in repair shops and focused on diagnostic tools and vehicle maintenance
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to find reliable and affordable automotive diagnostic tools for daily use, Having difficulty identifying and fixing electrical issues like current leaks or faulty ignition coils, Need efficient, portable tools for on-the-job diagnostics without high training costs
- 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: 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_tecnocartoolsperu#a4595e72] #CapCut / original sound - tecnocartoolsperu / MONTAGEM XONADA（DJ律动版） / CapCut is a new, easy-to-use video editing tool designed for mobile platforms. CapCut provides users with a wide range of video editing functions, filters, audio & visual effects, video templates, while k (https://www.tiktok.com/@tecnocartoolsperu)
- [tiktok_tecnocartoolsperu#d67e5876] Start creating your cool videos today:
- [tiktok_tecnocartoolsperu#0de73dee] https://capcut.onelink.me/XKqI/228cad85 / It is a becoming a big trend on TikTok now! Click here: capcut / Check out Herramientas Automotriz’s video! #TikTok > / #tiktoklive #livehighlights / TikTok LIVE is the place to be for real time fun, expression and creativity. For unexpec

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, 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=46, 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=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=46, 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=46, method=platform_profile

## Freshness
- profile_checked_days_ago: 46
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

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