# RecruitmentPQ (@RecruitmentPq) on x

- id: koinon:creator:x_recruitmentpq
- url: https://koinonlink.com/kol/x/RecruitmentPq
- schema_version: 1.4

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

## Reach
- followers: 65318
- following: 4527
- posts_total: 6683
- posts_observed: 10
- posts_per_day: 14.31
- account_age_days: 467
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00032
- best_post_interactions: 21
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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
- subcategory: saas
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: Job hunting strategies for Nigerian graduates, CV optimization and interview preparation, Entry-level job and internship opportunities in Nigeria, Salary negotiation and career advancement tips
- bio: Helping job seekers prepare, pass & get hired. @revicemycv

📩 Promotions | Partnerships | Hiring - DM us

## Audience (inferred)
- status: present
- description: Job seekers in Nigeria, especially recent graduates and early-career professionals aiming to land entry-level roles in finance and corporate sectors
- roles: none
- seniority: learner
- pain_points: Struggling to get interview callbacks despite applying to many jobs, Facing difficulty in standing out with a weak or unoptimized CV, Not knowing how to negotiate salary effectively during job offers, Uncertain about which job opportunities are legitimate and worth applying to
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 47
- authenticity_basis: engagement_observed
- credibility_score: 82
- 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_recruitmentpq#27ad488e] People keep asking why they apply for 200 jobs and hear nothing back. The harder question is this: If a recruiter only remembers five things from your CV after seven seconds, would yours survive that test? (https://twitter.com/RecruitmentPq/status/2069024378788987382)
- [x_recruitmentpq#99736b15] CardinalStone Graduate Trainee (Investment Advisory) 2027 is OPEN - Apply Now One of Nigeria's leading investment banking and financial services firms is looking for ambitious graduates to build a career in investment advisory. Requirements: - Bachelor's Degree with a minimum of 
- [x_recruitmentpq#bf692c7c] The 70k minimum wage has always been ridiculous.
- [x_recruitmentpq#cd163b43] Ongoing Graduate Trainee, Recruitment, Internship, Job Opportunities and Scholarships If you're job hunting, these are active opportunities you should be applying for, some closing in days: 1. NAQS Recruitment Portal 2026 Deadline: Aug 10 Apply: https://t.co/CwNL0B4IlG 2. Newcros
- [x_recruitmentpq#b37b49a3] Changing jobs often produces a bigger salary increase than staying, that doesn’t mean everyone should leave. It means loyalty without leverage is expensive.
- [x_recruitmentpq#ae5b82eb] Before discussing salary, answer this privately:
- [x_recruitmentpq#57f095c5] Exactly. Loyalty keeps you employed but results give you leverage when it’s time to talk money.
- [x_recruitmentpq#601d4088] Apply for Fembol Group Graduate Trainee Programme 2026 Requirements: * Bachelor's Degree with First Class Honours from a recognised university. * Maximum age of 28 years at

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=119, 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=76, 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=119, 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=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 76
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 14
- 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_recruitmentpq
- Request removal: https://koinonlink.com/claim?k=x_recruitmentpq
- Terms: https://koinonlink.com/for-ai