# HerramientasMX (@manosdeacero8) on tiktok

- id: koinon:creator:tiktok_manosdeacero8
- url: https://koinonlink.com/kol/tiktok/manosdeacero8
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: manosdeacero8
- platform_url: https://www.tiktok.com/@manosdeacero8
- country: Mexico
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 22787
- posts_total: 303
- posts_observed: 3
- 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: 0.8
- category_source: derived_from_recent_content
- topics: Herramientas DIY y automotrices, Extractores de tornillos rotos, Tuercas remachables y remachadoras, Gadgets para autos y mecánica, Ofertas Hot Sale y TikTok Shop MX

## Audience (inferred)
- status: present
- description: Mexican DIY enthusiasts, mechanics, and car owners who buy tools for home repairs and automotive work
- roles: consumer
- seniority: consumer
- pain_points: Struggling with broken or stripped screws/bolts that are hard to remove, Wasting time on manual riveting or extraction tasks, Working in tight spaces where standard tools don't fit, Finding affordable specialized tools with fast shipping and deals
- posts_analysed: 44
- confidence: 0.75

## 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: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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_manosdeacero8#10bed90b] #tuercasremachables #rivnuts #herramientasDIY #taller #parati (https://www.tiktok.com/@manosdeacero8)
- [tiktok_manosdeacero8#488fcebf] original sound - manosdeacero8
- [tiktok_manosdeacero8#103039a0] It is a becoming a big trend on TikTok now! Click here: tuercasremachables
- [tiktok_manosdeacero8#17fb5107] Check out HerramientasMX’s video! #TikTok >
- [tiktok_manosdeacero8#b6199520] #carpinteria #herramientasdecarpinteria #cortedemadera #carpinteriamexico #tiktokmehizocomprarlo
- [tiktok_manosdeacero8#fad19912] No pierdas la cabeza por un perno quebrado. Esta herramienta es pura magia para los que hacen DIY. ¡Deja de pelearte con tornillos barridos! El secreto para sacar cualquier tornillo barrido. ¡Mira qué fácil sale este tornillo! El nuevo mejor amigo de tu taladro. Desde tornillitos

## 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=74, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=74, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=74, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=74, 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=74, 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=74, 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: 74
- audience_updated_days_ago: 74

## AI retrieval
- indexing_requests: 10
- 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_manosdeacero8
- Request removal: https://koinonlink.com/claim?k=tiktok_manosdeacero8
- Terms: https://koinonlink.com/for-ai