Research Methodology
The principles used to turn community conversations into transparent, useful research.
Sources
Research may examine public conversations across Reddit, forums, video comments, social platforms, review sites and other relevant communities. Each report should identify the research period and material source limitations.
Interpretation
Community Intelligence combines qualitative analysis, pattern identification and contextual research. Findings represent the available evidence and should not be interpreted as a census of every customer.
Scorecards
Editorial Scorecards use structured dimensions and a declared methodology version. They are research assessments, not automated live SaaS results or customer-review ratings.
Limitations
Every formal report, benchmark and Scorecard should disclose important limitations, confidence and gaps in available data.