# Malle marketing (@mallemarketing) on tiktok

- id: koinon:creator:tiktok_mallemarketing
- url: https://koinonlink.com/kol/tiktok/mallemarketing
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: mallemarketing
- platform_url: https://www.tiktok.com/@mallemarketing
- website: https://www.instagram.com/mallemarketing?igsh=OXk1ZXRiZnl4Y3Jr&utm_source=qr
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 21575
- following: 50
- posts_observed: 1
- 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: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Content creation and strategy for Instagram/TikTok, Branding and brand identity, Sales techniques and customer experience, Business mindset and positive communication, AI applications in marketing
- bio: 📈 Ayudo a marcas a ser más visibles.
🎥 Enseño a crear contenido para Instagram y TikTok.
✨ Grabación • Edición • Estrategia.

## Audience (inferred)
- status: present
- description: Small business owners, entrepreneurs, and content creators focused on social media visibility and marketing
- roles: content
- seniority: practitioner
- pain_points: Unclear or rambling messaging that loses audience attention, Weak branding that fails to build lasting recognition, Difficulty converting sales due to poor communication or trust, Balancing AI tools with authentic content creation
- 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: 48
- authenticity_basis: profile_shape_only
- credibility_score: 48
- 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_mallemarketing#4ff3467f] La IA no está aquí para reemplazar lo que haces, está aquí para ayudarte a hacerlo mejor y mucho más rápido. 🤖 Si trabajas en marketing, creación de contenido o tienes un negocio, aprender a aprovechar estas herramientas puede ahorrarte horas de trabajo y ayudarte a llevar tus i (https://www.tiktok.com/@mallemarketing)
- [tiktok_mallemarketing#abb2f11b] original sound - mallemarketing
- [tiktok_mallemarketing#f3172d2f] Check out Malle marketing’s video! #TikTok >
- [tiktok_mallemarketing#2a9235fd] En los negocios, perder dinero no siempre es lo peor. A veces es peor perder una buena relación. El networking no es conocer gente por conocer. Es rodearte

## 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=25, 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=25, 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=25, method=platform_profile

## Freshness
- profile_checked_days_ago: 25
- 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_mallemarketing
- Request removal: https://koinonlink.com/claim?k=tiktok_mallemarketing
- Terms: https://koinonlink.com/for-ai