# Nick Contreras (CareerXL) (@careerxl) on tiktok

- id: koinon:creator:tiktok_careerxl
- url: https://koinonlink.com/kol/tiktok/careerxl
- schema_version: 1.2

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

## Reach
- followers: 86724
- following: 451
- 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: finance
- subcategory: investing
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Investment banking recruiting and internships, Target schools, GPA, and referrals, Private equity and consulting exit opportunities, Work-life realities and downsides of banking, Finance career myths and gatekeeping

## Audience (inferred)
- status: present
- description: College students and recent grads aiming to break into investment banking, private equity, or management consulting
- roles: none
- seniority: learner
- pain_points: Navigating hyper-competitive IB recruiting and target-school gatekeeping, Understanding GPA thresholds, referrals, and nepo advantages, Dealing with brutal hours, burnout, and the 'dark side' of banking, Distinguishing real career paths from myths like wealth management being an MLM
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 56
- authenticity_basis: profile_shape_only
- credibility_score: 56
- flagged_for_review: false
- koinon_bd_grade: B — 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_careerxl#828643e3] Careerxl helps comeptent people land top jobs in business. I left my job of 6 years to run the company full time in Augusf 2023. My background includes 6 years of professional investing exeperince at a global financial instituion. Also have years of experience training, developin (https://www.tiktok.com/@careerxl)
- [tiktok_careerxl#bc748623] original sound - careerxl
- [tiktok_careerxl#a62c09c1] It is a becoming a big trend on TikTok now! Click here: financetok
- [tiktok_careerxl#f78fba72] Check out Nick Contreras (CareerXL)’s video! #TikTok >
- [tiktok_careerxl#6575cfd4] Learn about making informed financial decisions
- [tiktok_careerxl#6b7e645e] Search:
- [tiktok_careerxl#de77c760] careerxl
- [tiktok_careerxl#2bd0fa2f] What is management consulting? It’s the field associated with providing strategic business advice to large multi-nati

## 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
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- 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_careerxl
- Request removal: https://koinonlink.com/claim?k=tiktok_careerxl
- Terms: https://koinonlink.com/for-ai