# COACH WILLIAM J RG_IA_RESEARCH (@william_iesus) on tiktok

- id: koinon:creator:tiktok_william_iesus
- url: https://koinonlink.com/kol/tiktok/william_iesus
- schema_version: 1.4

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

## Reach
- followers: 29940
- following: 23
- posts_total: 178
- 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: entertainment
- subcategory: edu_science
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Investigación cualitativa y metodología de tesis, Herramientas académicas (Mendeley, Turnitin, Connected Paper, Marco teórico, operacionalización y matriz de consistencia, Fenomenología, ética y niveles de investigación, LIVEs y momentos de interacción con seguidores

## Audience (inferred)
- status: present
- description: Graduate and undergraduate students writing theses, especially qualitative research in Spanish
- roles: none
- seniority: learner
- pain_points: Struggling to structure thesis methodology and theoretical framework, Correctly using tools like Mendeley, Turnitin, and consistency matrices, Uncertainty around coding, triangulation, and justifying qualitative research, Lack of practical guidance for data coding and validator profile
- posts_analysed: 75
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- 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_william_iesus#dfd1455c] #diadelmaestro #maestros #profesores #IA_RESEARCH #COACHWILLIAMJESUSROJASGUTIERREZ (https://www.tiktok.com/@william_iesus)
- [tiktok_william_iesus#1c7e5544] original sound - william_iesus
- [tiktok_william_iesus#8773ebb0] It is a becoming a big trend on TikTok now! Click here: diadelmaestro
- [tiktok_william_iesus#a0be3260] Check out COACH WILLIAM J RG_IA_RESEARCH’s video! #TikTok >
- [tiktok_william_iesus#c713e984] #compartiendoconocimientos #basededatos #fyp #parati #mentoringdeinvestigación #repositorios #Revistasindixadas #basesteóricas
- [tiktok_william_iesus#26056f6b] #codificardatos #elartedecodificar #codificaciondedatos #COACHWILLIAMJESUSROJASGUTIERREZ #IA_RESEARCH
- [tiktok_william_iesus#cef153e9] #retomandolosaprendizajes #COACHWILLIAMJESUSROJASGUTIERREZ #IA_RESEARCH #aprendiendojuntos
- [tiktok_william_iesus#8ddff749] #IA_RESEARCH #COACHWILLIAMJESUSROJASGUTIERREZ #PerfildelValidadorExperto

## 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=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, 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=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=75, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 8
- 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_william_iesus
- Request removal: https://koinonlink.com/claim?k=tiktok_william_iesus
- Terms: https://koinonlink.com/for-ai