Research & Editorial Standards

How topics and sources are chosen

Topics start with practical decisions a business can observe: who its paid traffic reaches, whether an ad and destination agree, whether contact works, and what happens to a request afterward. For claims about platform features, the first stop is current documentation from that platform. For research claims, the preference is the original paper or publisher record. Government and institutional guidance can help with usability and process. A vendor's original dataset can provide context when its population and method are clear; it is not treated as a universal benchmark. Secondary summaries are a last resort.

Platform documentation is authoritative about a platform's stated features and rules, but it can change and does not independently prove business outcomes. Academic studies are read for their actual population, method, and measured result; a form-usability experiment is not proof of a home-service conversion lift. Vendor research is identified as vendor research, with selection and commercial interests stated where relevant.

Claims, examples, and uncertainty

Examples that are invented to explain a decision are labeled hypothetical. We distinguish an observation from an inference and use words such as “may” when the evidence cannot establish a cause. A correlation, industry average, or benchmark is not automatically a rule for a particular campaign. When a source does not support the strongest version of a claim, we narrow or remove that claim instead of stretching the citation.

AI and other tools may help with drafting, translation, code, or checking consistency. Their output is not evidence. Factual claims need an independently identifiable source or must be clearly presented as practical reasoning or a hypothetical example.

Review and corrections

Guides and method pages show a last-reviewed date. Review includes checking whether important links still lead to the relevant source, whether platform instructions have changed, and whether the wording still matches the evidence. A review date records that check; it is not a guarantee that every external interface will stay the same. Material corrections are made on the relevant page, with the review date updated where appropriate. See the Corrections Policy or contact the project.

Editorial independence

Any future affiliate relationship will be disclosed and kept separate from editorial conclusions. An affiliate program does not make its product the right answer to a diagnostic question. Clicks to Inquiries is not affiliated with or endorsed by the advertising platforms discussed in its guides.