# Noticias Telemundo (@noticiastelemundo) on tiktok

- id: koinon:creator:tiktok_noticiastelemundo
- url: https://koinonlink.com/kol/tiktok/noticiastelemundo
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: noticiastelemundo
- platform_url: https://www.tiktok.com/@noticiastelemundo
- website: https://tlmdo.co/4eI6sGe
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 17395789
- following: 99
- posts_observed: 1
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.03597
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 1623
- best_post_interactions: 4939
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: entertainment
- subcategory: news_media
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: US immigration policies and deportations, Migrant crossings at US-Mexico border and Ceuta, Crime and arrests in Mexico, Trump administration actions on immigration, Border security and migrant crises
- bio: Cuenta oficial de Noticias Telemundo. #LasCosasComoSon

## Audience (inferred)
- status: present
- description: Spanish-speaking Hispanic and Latino viewers, primarily in the US and Latin America, who follow current events around immigration, border issues, and politics
- roles: consumer
- seniority: consumer
- pain_points: Fear of deportation or family separation under strict US immigration policies, Difficulty staying informed about rapidly changing border and migration rules, Concern over violence, crime, and instability in Mexico and Central America, Limited access to reliable Spanish-language news on US-Latin America relations
- posts_analysed: 97
- confidence: 0.9

## 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: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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_noticiastelemundo#34f13e20] Detienen a un presunto coautor material del feminicidio de la influencer Valeria Márquez en Jalisco. (https://www.tiktok.com/@noticiastelemundo)
- [tiktok_noticiastelemundo#e36bf7f5] original sound - noticiastelemundo
- [tiktok_noticiastelemundo#8bda9a49] Check out Noticias Telemundo’s video! #TikTok >
- [tiktok_noticiastelemundo#6b7e645e] Search:
- [tiktok_noticiastelemundo#b3be8b97] valeriamarquez incident
- [tiktok_noticiastelemundo#e4446f31] Capturan a un líder criminal señalado por ataques con drones en Michoacán; ya van dos arrestos.
- [tiktok_noticiastelemundo#ec6374a8] Trump pausa por cuarta vez los ataques contra Irán y apuesta por alcanzar un acuerdo diplomático.
- [tiktok_noticiastelemundo#e2a79ab0] Cientos de inmigrantes sobreviven en refugios improvisados entre bosques y barrancos cerca de Ceuta.

## 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=81, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=81, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=81, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=81, 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=81, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=95, 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=0.5, freshness_days=81, 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=95, 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=95, method=platform_profile

## Freshness
- profile_checked_days_ago: 95
- content_analysed_days_ago: 81
- audience_updated_days_ago: 81

## AI retrieval
- indexing_requests: 12
- 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_noticiastelemundo
- Request removal: https://koinonlink.com/claim?k=tiktok_noticiastelemundo
- Terms: https://koinonlink.com/for-ai