Editorial Process at CogniveraIQ

At CogniveraIQ, our goal is to make cognitive science, IQ interpretation, and intelligence-related concepts easier to understand for a global audience.

Our articles are created through an editorial workflow that combines structured research, AI-assisted drafting, human review, and methodological consistency checks.

How We Create Content

Each article starts with a defined educational goal. Before publishing, we identify the core topic, search intent, key terminology, and the user questions the article should answer.

The content is then drafted using a structured editorial framework. AI tools may support outlining, translation, localization, and language refinement, but all content is checked against CogniveraIQ's editorial standards before publication.

How We Review Content

Before an article is published, it is reviewed for:

• conceptual clarity,
• terminology consistency,
• educational usefulness,
• alignment with our IQ score interpretation methodology,
• readability across different languages,
• avoidance of misleading diagnostic claims.

CogniveraIQ does not provide clinical diagnosis, medical advice, or official psychometric certification. Our content is intended for educational and informational purposes.

Use of AI

CogniveraIQ may use AI-assisted tools to help draft, translate, structure, and localize content. However, AI is not used as a replacement for editorial judgment.

Our team reviews content for clarity, consistency, and usefulness before it appears on the site.

Updates

We periodically update articles when terminology, examples, methodology, or user questions change. Each article may include a "Last updated" date to indicate when it was most recently reviewed.

Our Standard

Every article should help users understand cognitive concepts more clearly without overstating what an online IQ test can measure.

CogniveraIQ is not an official Mensa test, clinical assessment, or diagnostic tool. It is an educational platform designed to help users explore cognitive performance, IQ score meaning, and intelligence-related topics.

Authorship and Review

Our content is produced by the CogniveraIQ Editorial Team — a working group of writers, translators, and reviewers focused on psychometrics, cognitive science, and educational content for general audiences. We do not present individual authors because content goes through team-level editorial review before publication.

Each article passes through three stages:

1. Drafting — research on the topic using peer-reviewed sources and authoritative texts
2. Review — fact-checking by a second team member, with particular attention to claims about test validity, effect sizes, and prevalence rates
3. Localization review — for non-English articles, a fluent reviewer checks accuracy of cultural and linguistic adaptation

Use of AI in Our Workflow

We use AI-assisted tools transparently. AI helps with:

• Drafting structure — initial outlines and section organization
• Translation — first-pass translations between our 25 supported languages, always followed by human review
• Language refinement — grammar, tone consistency, readability

AI does not make editorial decisions, does not generate factual claims without verification, and does not replace human review. When an article uses AI assistance, the final published version reflects our editorial standards as applied by a human reviewer.

Sources We Cite

When possible, we cite original research papers rather than secondary sources. Our typical hierarchy is:

1. Peer-reviewed meta-analyses (gold standard for psychometric claims)
2. Original peer-reviewed research papers
3. Official test manuals (WAIS-IV, Stanford-Binet, RAPM)
4. Reference works from academic publishers (Cambridge, Oxford, APA)
5. Position statements from professional bodies (APA, BPS, EFPA)

We avoid citing personal blogs, commercial test providers, or content farms as primary sources.

Corrections and Updates

We update articles when:

• New peer-reviewed research changes the empirical basis
• Methodology updates affect interpretation
• Terminology evolves (e.g., diagnostic categories change)
• A reader reports a factual error

If you find an error in any of our content, contact us via our contact page. We update the article and note the change in the "Last updated" field. We do not silently revise articles to hide previous errors.

What We Are Not

We are not a clinical service, a Mensa-affiliated test, a recruitment screening tool, or a diagnostic platform. We do not provide certificates, medical advice, or employment-related assessments. Our content is educational and informational.