# X Torres (@xtorresonline) on tiktok

- id: koinon:creator:tiktok_xtorresonline
- url: https://koinonlink.com/kol/tiktok/xtorresonline
- schema_version: 1.3

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

## Reach
- followers: 22230
- following: 11
- posts_observed: 8
- 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: ecommerce
- subcategory: marketplace
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Marketplace selling on Walmart and Mercado Libre, Product selection, margins and importing from China, Mindset transformation and discipline, Family-first online business philosophy, Paid workshops and student success stories

## Audience (inferred)
- status: present
- description: Spanish-speaking aspiring and current online sellers in Latin America seeking marketplace e-commerce training and family-first business models
- roles: ecom_ops
- seniority: practitioner
- pain_points: Difficulty selecting profitable products and calculating accurate margins, Uncertainty choosing the right marketplace platform (Walmart, Mercado Libre, Amazon), Balancing online business operations with family priorities, Overcoming scarcity mindset and lack of execution discipline
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 49
- authenticity_basis: profile_shape_only
- credibility_score: 49
- flagged_for_review: false
- koinon_bd_grade: B — 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_xtorresonline#61932ee4] Family First 🧑‍🧑‍🧒‍🧒 es una nueva forma de pensar en donde la filosofía es crear un negocio de ventas por internet 💰que prioriza e impulsa a la familia. El verdadero éxito es poder decir “Family First” (La Familia es Primero ❤️) y tener el tiempo y la libertad para vivir baj (https://www.tiktok.com/@xtorresonline)

## 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=41, 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=41, 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=41, method=platform_profile

## Freshness
- profile_checked_days_ago: 41
- 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_xtorresonline
- Request removal: https://koinonlink.com/claim?k=tiktok_xtorresonline
- Terms: https://koinonlink.com/for-ai