Build a repeatable
competitor research workflow.
Learn what to compare, which metrics answer which questions, how to avoid misleading comparisons and how to turn standout posts into useful content hypotheses.
Live competitor research guides.
Begin with the full framework, then narrow the question to top posts or Reels when you need a more focused workflow.
A seven-step framework from choosing comparable accounts to turning content patterns into original tests.
Rank recent content without mistaking raw scale for unusual account-relative performance.
Filter competitor research to Reels and compare visible performance signals within the format.
How to define a baseline and identify posts that meaningfully exceed it.
Competitor analysis is more than sorting by likes.
A useful workflow separates raw observation from interpretation. Start with the primary metrics, normalize only when the comparison calls for it, then investigate the posts that genuinely stand out.
Choose accounts, time windows and content types that are comparable enough to support a meaningful conclusion.
Start with Views, Likes, Comments and available Shares before relying on a combined score.
Use a compatible engagement rate or same-type baseline when absolute numbers alone would favor larger accounts.
Study posts that materially exceed normal performance, then look for repeated patterns in topic, format, hook and timing.
Next questions in the library.
Why content discovery and interaction are different signals.
How to define a comparable baseline and interpret relative performance.
Use metrics to generate better questions.
- Look for repeated patterns across several posts, not a single viral exception.
- Compare content with a relevant baseline before calling it an outlier.
- Check the denominator before comparing engagement-rate figures.
- Use strong competitor posts as hypotheses for topic, hook or format—not as proof that copying them will work.
- Move from the guide to the Engagement Rate Calculator or the live analyzer when you need to calculate or inspect actual performance.
Put the workflow into practice.
Analyze a public account, sort recent posts and use outlier signals to decide what deserves a closer look.