# ຸLaura Bennett (@NefflynB) on x

- id: koinon:creator:x_nefflynb
- url: https://koinonlink.com/kol/x/NefflynB
- schema_version: 1.4

## Identity
- platform: x
- handle: NefflynB
- platform_url: https://twitter.com/NefflynB
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 14009
- following: 2140
- posts_total: 4104
- posts_observed: 1
- posts_per_day: 5.538
- account_age_days: 741
- verified: true
- 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: gaming
- subcategory: igaming
- category_confidence: 0.9
- category_source: derived_from_discovery_path
- topics: Mental health struggles, Relationships and breakups, Sleep problems and insomnia, Social media anxiety, Living with family, Daily life regrets
- bio: Cada día es una nueva oportunidad para ser mejor que ayer📌

## Audience (inferred)
- status: present
- description: Young Spanish-speaking adults (Gen Z/millennials) dealing with everyday emotional struggles, relationships, and mental health
- roles: consumer
- seniority: consumer
- pain_points: Mental health toll of living with parents, Insomnia and sleep anxiety after work, Emotional pain from blocking exes or unrequited messages, Flashbacks of past embarrassments and social anxiety
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 69
- authenticity_basis: profile_shape_only
- credibility_score: 69
- 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
- [x_nefflynb#1b0442fb] Vivir en casa de tus padres es gratis pero lo pagas con tu salud mental https://t.co/aFdVwxDA5h (https://twitter.com/NefflynB/status/2073561858196295891)
- [x_nefflynb#3f28aec4] Yo y la contraseña que creé cuando tenía 12 años: https://t.co/nEX5MXjWP6
- [x_nefflynb#b695c42d] Cómo se siente tener que bloquear a alguien con quien veía un futuro https://t.co/41hpEbzbIy
- [x_nefflynb#6632321f] Cuando ya hiciste cuentas de cuántas horas ibas a dormir, pero no logras conciliar el sueño y el tiempo sigue disminuyendo: https://t.co/OLKBmhGUyI
- [x_nefflynb#9eb08b69] Cuando te despiertas en plena madrugada y lo primero que haces es agarrar el celular para ver qué hora es https://t.co/ESLk0CunhU
- [x_nefflynb#709efa90] Yo cuando tengo flashbacks de las vergüenzas por las que ya pasé: https://t.co/NhvKxxRZW7
- [x_nefflynb#22ce1ce8] Yo negándome a dormir porque siento que no tuve suficiente tiempo para mí después del trabajo https://t.co/QlVrdWvsS4
- [x_nefflynb#85b60b76] Cuando no te ha respondido el mensaje, pero no para de publicar en sus historia: https://t.co/43rsNsogU3

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=80, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=80, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=80, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=113, 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=113, 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=113, method=platform_profile

## Freshness
- profile_checked_days_ago: 113
- content_analysed_days_ago: 80
- audience_updated_days_ago: 80

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