Product
User Research
Choose a research method from the decision it must inform; recruit relevant experience and preserve evidence through synthesis.
AnthropicMeasuring Product-Market Fit
Refound AIAssess product-market-fit evidence by segment using retention, customer behavior, and properly qualified survey findings.
SKILL.md
---
name: knoveya-measuring-product-market-fit
description: "Assess product-market-fit evidence by segment using retention, customer behavior, and properly qualified survey findings. Use for matching product work."
---
# Measuring Product-Market Fit
## Scope
Apply this guidance when the requested task matches the description. Honor the user's chosen outcome, repository rules, and existing authorization.
## Workflow
Assess product-market-fit evidence by segment using retention, customer behavior, and properly qualified survey findings.
Before acting, inspect the relevant artifact and ask only for information that materially changes the result. Use existing tools and conventions; do not install dependencies, publish, send messages, deploy, or mutate external data unless the user has authorized that operation.
## Acceptance check
A positive recommendation includes contrary evidence and a next validation step.
## Example task
Compare enthusiastic interviews with weak repeat usage.
## Report
State what changed, the evidence checked, and what remains unverified. Do not claim a successful operation or completed test without observing it.Related skills
View allHow to use
Copy the full block, including its frontmatter, into a new folder named knoveya-measuring-product-market-fit as SKILL.md. Review the instructions before enabling them. For Codex, a user skill normally lives in ~/.codex/skills/knoveya-measuring-product-market-fit/SKILL.md; check the current documentation for another agent's supported location. Do not overwrite an existing skill.
This is an independent Knoveya skill. No files are installed by this website.
Example
Compare enthusiastic interviews with weak repeat usage.
Verify
A positive recommendation includes contrary evidence and a next validation step.
Test the skill on a small, authorized example. File validation alone does not prove that an agent will make good decisions.
Limits
The skill supplies instructions, not tool access or expertise guarantees. Inspect generated work and preserve the user's approval boundaries.