1 min lesson
Measuring launch success
Put this idea into your own words: "A scorecard set in advance is what separates a measured launch from a press release."
Step 1 of 4
If you can't say what a successful launch looks like before you ship it, you'll declare victory on whatever number happened to be big. A scorecard set in advance is what separates a measured launch from a press release.
PMM success at Cursor isn't impressions. It's developers who activated, converted and stuck - plus, for the enterprise side, pipeline the launch influenced. A balanced scorecard forces you to look past the metric that's easiest to inflate at the ones that actually mean the launch worked.
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Advanced table
You won't hit every layer hard on every launch
- Layer
- Reach / engagement
- What it measures
- Did the story get in front of developers
- Example metric
- Impressions, HN rank, video views, thread engagement
- Layer
- Activation
- What it measures
- Did new users reach the first value moment
- Example metric
- Activation rate among new sign-ups in week one
- Layer
- Conversion
- What it measures
- Did interest turn into adoption / paid
- Example metric
- Free-to-paid conversion, team upgrades
- Layer
- Retention
- What it measures
- Did they stay
- Example metric
- Day-30 retention of launch-cohort users
- Layer
- Sales adoption
- What it measures
- Did GTM actually use the enablement
- Example metric
- Battlecard/pitch usage, deals citing the feature
- Layer
- Revenue influence
- What it measures
- Did it move the business
- Example metric
- Pipeline or expansion attributable to the launch
| Layer | What it measures | Example metric |
|---|---|---|
| Reach / engagement | Did the story get in front of developers | Impressions, HN rank, video views, thread engagement |
| Activation | Did new users reach the first value moment | Activation rate among new sign-ups in week one |
| Conversion | Did interest turn into adoption / paid | Free-to-paid conversion, team upgrades |
| Retention | Did they stay | Day-30 retention of launch-cohort users |
| Sales adoption | Did GTM actually use the enablement | Battlecard/pitch usage, deals citing the feature |
| Revenue influence | Did it move the business | Pipeline or expansion attributable to the launch |
You won't hit every layer hard on every launch - but you set targets per layer before launch and grade against them after.
Interactive diagram. Tab through its regions; each focused region shows its detail in the panel below.
Report every layer, but defend the launch on the high-weight outcome metrics - not the easy-to-inflate ones.
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Optional practice