# Probecarios (@probecarios) on tiktok

- id: koinon:creator:tiktok_probecarios
- url: https://koinonlink.com/kol/tiktok/probecarios
- schema_version: 1.2

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

## Reach
- followers: 98858
- following: 31
- posts_observed: 2
- 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
- category_confidence: 0.9
- category_source: derived_from_discovery_path
- topics: Oportunidades de becarios y prácticas profesionales, Vacantes para estudiantes en PROBECARIOS, Cursos gratuitos de habilidades (SQL, Python, Desarrollo Web, Consejos para universitarios y vida de becario, Humor sobre experiencias de oficina y vida estudiantil

## Audience (inferred)
- status: present
- description: Estudiantes universitarios mexicanos (principalmente de nivel superior) que buscan prácticas profesionales mientras estudian
- roles: none
- seniority: learner
- pain_points: Dificultad para encontrar vacantes de prácticas compatibles con horarios de universidad, Falta de experiencia profesional al egresar, Necesidad de cursos gratuitos con valor curricular para mejorar su perfil, Poca visibilidad de oportunidades laborales dirigidas específicamente a becarios
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- 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_probecarios#8b5425a1] Cosas que duelen🥺#Probecarios #trend #viral #tiktok #parati #universidad #tip #becario #dinero  #fanfavorite #tiktok (https://www.tiktok.com/@probecarios)
- [tiktok_probecarios#42109257] Primera Cita
- [tiktok_probecarios#2f99650b] It is a becoming a big trend on TikTok now! Click here: probecarios
- [tiktok_probecarios#c4fab326] Check out Probecarios’s video! #TikTok >
- [tiktok_probecarios#dea81475] Tenemos el primer consejo para ti 👀#Probecarios #trend #viral #tiktok #parati #universidad #becario #fanfavorite #tips #consejo
- [tiktok_probecarios#6f513d50] original sound - aeleonedits
- [tiktok_probecarios#1e29a7c5] ¿Y tú ya conoces la mejor empresa para universitarios? 👀#Probecarios #trend #viral #tiktok #becario #universidad #tips
- [tiktok_probecarios#9a876fb4] ✨ ¿Ya egresaste y estás buscando tu próxima oportunidad profesional? Tu siguiente paso puede estar más cerca de lo que imaginas. 💼 En @mochujobs encontrarás vacantes pensadas para dar ese gran salto al mundo laboral. 🚀 Porque terminar la carrera no es el final, es e

## 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
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=52, 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=52, 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=52, method=platform_profile

## Freshness
- profile_checked_days_ago: 52
- 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_probecarios
- Request removal: https://koinonlink.com/claim?k=tiktok_probecarios
- Terms: https://koinonlink.com/for-ai