Broad demographic summaries can help form questions, but they do not describe every person within a group. Platform audiences and reporting methods also change. Use current account data and direct audience research for decisions.
Separate population data from your audience
A global platform statistic does not establish who sees a particular page, post, or advertisement. Review the current analytics available to the account and note what the metric includes.
Avoid stereotypes based on age, gender, location, or device. Demographics are one layer of context, not an explanation of motivation.
Ask behavior-based questions
Focus research on needs, content preferences, buying context, obstacles, and the situations in which people use the platform. Combine analytics with interviews, support themes, and campaign results.
When using surveys, explain the purpose, collect only necessary information, and do not infer sensitive characteristics from unrelated behavior.
Build a measured content plan
Test creative and messaging without assuming one result applies to every segment. Record changes and compare equivalent time periods where possible.
- Choose a clear audience problem.
- Select a format the team can produce well.
- Define the action the content should support.
- Use accessible creative and captions.
- Review reach, meaningful engagement, clicks, and downstream quality.
Review paid targeting carefully
Confirm current Meta advertising rules, restricted categories, consent requirements, and regional privacy obligations before using audience attributes.
Use exclusions and frequency controls thoughtfully, monitor comments and landing-page quality, and preserve a clear record of the objective and measurement method.
Brian Weerasinghe
Founder, Square Socials
Brian Weerasinghe leads Square Socials creator monetization strategy, audience research, product development, and operating partnerships.