Research selection
We prioritize peer-reviewed research, systematic reviews, established academic texts and primary guidance from recognized standards bodies. When a practitioner source provides a useful explanation, we distinguish it from experimental evidence and link to the original research where practical.
A citation supports a specific claim; it does not imply that every finding transfers unchanged to every brand, audience, country or placement.
Evidence and interpretation
We separate what research has observed from the implication we draw for creative work. Terms such as “can,” “may” and “is associated with” are used when the evidence does not establish a universal causal effect.
Neuromarketing measures, eye tracking, behavioral experiments and model-based analysis answer different questions. We do not treat attention as comprehension, emotion as persuasion, or an analysis score as a sales forecast.
Creative effectiveness reviews
Published reviews examine visible creative and the supplied campaign context. They describe what the element appears to be trying to achieve, where execution supports that task and where it creates avoidable friction. Recommendations are constructive and proportionate to the evidence available.
Based on the Optiks.ai report findings, an article may discuss attention, hierarchy, readability, brand linkage or other domains. The complete report remains available with the review so readers can inspect the basis of the commentary.
Authorship and review
Research articles are written and reviewed by the Optiks.ai editorial team. We check cited sources, product claims, terminology, links, metadata and visible examples before publication. Fictional campaign examples are labeled as illustrations and are not presented as measured consumer results.
Updates and corrections
Articles may be updated when evidence, standards or product methods change. Material corrections are made in the article and reflected in its modification date. To report an error or request clarification, email hello@optiks.ai.