Messaging Ab Tester
Generate 3-5 messaging variants for a value proposition, design structured A/B tests, and analyze results to determine which framing resonates most with ICP.
npx goose-skills installDescription
Generate 3-5 messaging variants for a value proposition, design structured A/B tests, and analyze results to determine which framing resonates most with ICP. Tests can run via LinkedIn organic posts, cold email subject line splits, or both. Pure reasoning for variant generation and analysis — the user deploys the tests through their own tools. Use when a team can't decide between messaging angl...
What this skill does
- 1Generates 3-5 messaging variants that each represent a distinct strategic bet -- outcome-driven, pain-driven, identity-driven, proof-driven, or contrast-driven -- not just word variations.
- 2Produces ready-to-use copy per variant in three formats: LinkedIn post, email subject line and hook, and website headline.
- 3Designs the test structure for LinkedIn organic (1 post per day, same time) or cold email A/B splits (via Smartlead, Instantly, or Lemlist).
- 4After the user runs the test and provides results, scores variants using a weighted framework and selects a winner with a confidence assessment.
- 5Outputs a test results document with winner rationale, recommended deployment per asset, and suggested next test based on what the data reveals.
When to use
- Your team is debating between two or three value prop framings and needs data instead of opinions to decide.
- You want to validate which messaging angle resonates with your ICP before committing it to website copy or a sales deck.
- Recent email campaigns are underperforming and you want to systematically test whether the angle or the execution is the issue.
Tools used
Best for
Format
Frequently asked questions
What is Messaging Ab Tester?
Messaging Ab Tester is a Claude Code skill for revops by GooseWorks AI. Generate 3-5 messaging variants for a value proposition, design structured A/B tests, and analyze results to determine which framing resonates most with ICP.
When should I use Messaging Ab Tester?
Your team is debating between two or three value prop framings and needs data instead of opinions to decide. You want to validate which messaging angle resonates with your ICP before committing it to website copy or a sales deck.
How do I install Messaging Ab Tester?
Run the install command (npx goose-skills install). Once the skill is in place, Claude Code loads it automatically whenever a task matches what it does.
Is Messaging Ab Tester free to use?
The author distributes it as MIT, but the repository has no LICENSE file. The source is public on GitHub (gooseworks-ai/goose-skills).