# CedraTools (@cedratoolsmx) on tiktok

- id: koinon:creator:tiktok_cedratoolsmx
- url: https://koinonlink.com/kol/tiktok/cedratoolsmx
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: cedratoolsmx
- platform_url: https://www.tiktok.com/@cedratoolsmx
- website: www.cedratools.com.mx
- country: Mexico
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12262
- following: 555
- posts_total: 344
- 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: software
- subcategory: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Herramientas BGS (gatos, torquímetros, multiplicadores, hidr, Escáneres y programadores Launch y Autel, Probadores de circuitos y OBD2 (Innova 3330), Uso correcto de herramientas en reparaciones automotrices, Eventos y ferias del sector automotriz (INA PAACE)
- bio: Las mejores herramientas y escaner automotriz para tu taller mecánico.

## Audience (inferred)
- status: present
- description: Professional mechanics and auto shop owners in Mexico/Latin America
- roles: none
- seniority: practitioner
- pain_points: Choosing reliable diagnostic tools and scanners for modern vehicles, Applying precise torque to bolts, wheels, and components without damaging parts, Quickly and safely testing electrical circuits, ground connections, and DLC connectors, Equipping the workshop with proper jacks, compressors, pneumatic tools, and organization systems
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 53
- authenticity_basis: profile_shape_only
- credibility_score: 53
- 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_cedratoolsmx#ac153dcf] ¿sabes cómo probar un cuerpo de aceleración de la forma correcta? #mecanicaparaprofesionales #automotive #tools #engine #mecanicaautomotriz #mecanica (https://www.tiktok.com/@cedratoolsmx)
- [tiktok_cedratoolsmx#56e2eb55] Alright Now - Above & Beyond Club Edit
- [tiktok_cedratoolsmx#094e2944] It is a becoming a big trend on TikTok now! Click here: mecanicaparaprofesionales
- [tiktok_cedratoolsmx#8c534ef1] Check out CedraTools’s video! #TikTok >
- [tiktok_cedratoolsmx#1cbab6f7] Comparando torque con @SnaponTools #torquimetro #torquewrench #mecanico #herramientas #tallermecanico #automotriz #mecanica #tool
- [tiktok_cedratoolsmx#abbdd5f5] Chill Vibes
- [tiktok_cedratoolsmx#a314e232] Programador de módulos de la marca Launch, no requiere un escaner x431. #programming #automotriz #herramientas #tools #mecanico #taller @Mariana mecánica @Launch Latin America
- [tiktok_cedratoolsmx#eaf3909e] original sound - cedratoolsmx

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, 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=72, 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: 72
- audience_updated_days_ago: 72

## AI retrieval
- indexing_requests: 5
- 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_cedratoolsmx
- Request removal: https://koinonlink.com/claim?k=tiktok_cedratoolsmx
- Terms: https://koinonlink.com/for-ai