CertVector

Question quality

How CertVector questions are made and maintained.

CertVector should be judged by the quality, transparency, and maintainability of its question banks. This page explains the process and shows current bank status without claiming vendor affiliation or access to real exam content.

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Authoring workflow

1. Start with exam objectives

Each bank is organized by exam code, domain, objective, difficulty, and topic tags. Questions are mapped to published exam objectives so learners can see domain performance instead of only a raw score.

2. Draft original scenarios

Questions are written as original training scenarios. CertVector does not copy real exam questions, dumps, or vendor-confidential material.

3. Write answer rationales

A question is not complete with only a correct answer. The correct choice needs a teaching explanation, and distractors need rationales explaining why they are wrong or less appropriate.

4. Run quality gates

Admin checks look for missing objectives, weak explanations, absent rationales, missing source notes, too few tags, and active questions that have not been reviewed.

5. Improve from learner data

Question reports, miss rates, weak explanations, and confusing wording are reviewed so the bank improves over time instead of remaining static.

Current bank status

Last-updated and recorded review dates are calculated from the question records in the database. A latest review date refers to an individual record, not approval of the entire bank. Historical imports also populated review dates; those dates alone do not establish independent expert review.

200-301

Cisco Certified Network Associate

Live bank
Active questions
504
Objectives mapped
10
Last updated
Nov 9, 2026
Latest recorded review
Oct 4, 2026

A+

CompTIA A+

Live bank
Active questions
718
Objectives mapped
21
Last updated
Oct 4, 2026
Latest recorded review
Oct 4, 2026

AZ-104

Microsoft Azure Administrator Associate

Live bank
Active questions
632
Objectives mapped
15
Last updated
Oct 4, 2026
Latest recorded review
Oct 4, 2026

AZ-900

Microsoft Azure Fundamentals

Live bank
Active questions
545
Objectives mapped
13
Last updated
Oct 4, 2026
Latest recorded review
Oct 4, 2026

CLF-C02

AWS Certified Cloud Practitioner

Live bank
Active questions
524
Objectives mapped
20
Last updated
Oct 4, 2026
Latest recorded review
Oct 4, 2026

N10-009

CompTIA Network+

Live bank
Active questions
504
Objectives mapped
25
Last updated
Oct 4, 2026
Latest recorded review
Oct 4, 2026

PMP

Project Management Professional

Live bank
Active questions
514
Objectives mapped
15
Last updated
Oct 7, 2026
Latest recorded review
Oct 4, 2026

SAA-C03

AWS Certified Solutions Architect - Associate

Live bank
Active questions
508
Objectives mapped
12
Last updated
Oct 4, 2026
Latest recorded review
Oct 4, 2026

SY0-701

CompTIA Security+

Live bank
Active questions
711
Objectives mapped
28
Last updated
Oct 4, 2026
Latest recorded review
Oct 4, 2026