MESSAGE TESTING FOR SOCIAL MEDIA MANAGERS
Give each draft a clear comparison.
Test one platform’s wording at a time and record the chosen audience and question. Reusing a consistent scale makes your own studies easier to review.
Example messages.
A neighborhood bike shop posts on Threads about a $59 standard tune-up offer available through October 31; audience: local adult commuters.
Standard tune-up $59 through Oct 31. Brakes, gears and tires checked before the wet season.
Squeaky brakes or skipping gears? Bring it in. Standard tune-up is $59 through Oct 31.
Run a clear comparison.
Use the same audience and product facts for both versions. Choose a question before running: clarity, credibility, interest or preference.
Head-to-head mode shows both texts together. Independent mode scores each separately against the same scale, then compares the scores for each profile.
What the results mean.
Cross-platform performance cannot be inferred from a single text comparison.
The survey supplies observed profiles. AI generates the reactions to your text. The included records are unweighted, and the results are not responses collected from people.
Frequently asked questions
How do I start?
Try a free study or open Studio to choose your audience. Paste both texts, add relevant context and run the study.
What should I do with a close result?
Inspect individual responses and revise the contrast. Small score differences are not a significance test. Use real audience feedback or a live experiment to validate consequential decisions.