Trust comes from
showing the work.
How we approach evidence, writing and corrections.
FindVex publishes educational marketing guides for founders and small teams. Our responsibility is to make the answer useful and the basis for it inspectable.
Sources and attribution
We prefer primary documentation for current platform behavior and link sources close to the claims they support. Practitioner frameworks are attributed as their authors’ methods. We distinguish an author’s position from our own application of it.
Examples and results
Hypothetical companies, prompts and numerical examples are labeled. A proposed experiment is not a completed study. A screenshot or a small sample does not establish universal behavior. Reported results should include the period, method and relevant denominator.
AI assistance
AI tools assist with organizing research, drafting, editing and website production. We check sources and review the finished work. We do not present generated biographies, customer stories or invented measurements as fact.
Dates and corrections
Articles show their publication date. A meaningful revision receives an updated date. Material corrections will be described on the affected article. We do not change a date simply to make unchanged material appear newer.
Commercial relationships
The launch guides contain no paid placements or affiliate links. If that changes, the relevant relationship will be disclosed on the affected content. A source citation does not imply a partnership or endorsement.
Illustrations
Our article covers are original AI-generated conceptual illustrations, created for the subjects they accompany. They are not photographs of actual experiments or representations of measured results. Actual data visualizations, when published, will identify their data and method.