# bencorde (@ben_cord) on tiktok

- id: koinon:creator:tiktok_ben_cord
- url: https://koinonlink.com/kol/tiktok/ben_cord
- schema_version: 1.4

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

## Reach
- followers: 206087
- following: 124
- posts_total: 236
- posts_observed: 74
- verified: false
- size_tier: kol

## 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: ai_tools
- category_confidence: 0.97
- category_source: derived_from_recent_content
- topics: Claude Code y sus niveles de uso avanzado, Construcción de agentes de IA open source y locales, Automatizaciones con n8n, Obsidian y MCP, Comparativas de modelos (Claude Opus, Fable, GLM), Reemplazo de roles y herramientas con IA en negocios, Integraciones con CRM y herramientas de diseño

## Audience (inferred)
- status: present
- description: Emprendedores y profesionales hispanohablantes que implementan agentes de IA y automatizaciones en sus negocios digitales
- roles: automation
- seniority: practitioner
- pain_points: Alto costo de herramientas y personal para marketing y outreach, Modelos de IA que olvidan contexto o consumen demasiados tokens, Dificultad para construir agentes confiables que funcionen 24/7 sin romperse, Mantenerse al día con lanzamientos constantes de nuevos modelos y herramientas
- posts_analysed: 72
- confidence: 0.9

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

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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.

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=80, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=80, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=80, method=llm_persona_from_recent_content
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=55, 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=80, 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=55, 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=55, method=platform_profile

## Freshness
- profile_checked_days_ago: 55
- content_analysed_days_ago: 80
- audience_updated_days_ago: 80

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