What should actually set the multiple
The right valuation anchor changes by niche. Start with the variables that deserve the market's attention, not the easiest screen to run.
Tie valuation to cash runway at realistic burn rates
This is one of the better ways to decide whether the current multiple is deserved, stretched, or giving you credit for too much.
Why it matters
Bad valuation work usually starts by picking the easiest screen instead of the right driver.
When it matters
Use it whenever the stock looks obviously cheap or expensive and you want to know if the market is actually wrong.
Investor take
Set a view on what the metric should look like in a normal year, not just in the current tape.
Do not pay up without gross margin trend before scale excuses
This is one of the better ways to decide whether the current multiple is deserved, stretched, or giving you credit for too much.
Why it matters
Bad valuation work usually starts by picking the easiest screen instead of the right driver.
When it matters
Use it whenever the stock looks obviously cheap or expensive and you want to know if the market is actually wrong.
Investor take
Set a view on what the metric should look like in a normal year, not just in the current tape.
Set the multiple off customer concentration
This is one of the better ways to decide whether the current multiple is deserved, stretched, or giving you credit for too much.
Why it matters
Bad valuation work usually starts by picking the easiest screen instead of the right driver.
When it matters
Use it whenever the stock looks obviously cheap or expensive and you want to know if the market is actually wrong.
Investor take
Set a view on what the metric should look like in a normal year, not just in the current tape.
Frame the upside around working capital and inventory discipline
This is one of the better ways to decide whether the current multiple is deserved, stretched, or giving you credit for too much.
Why it matters
Bad valuation work usually starts by picking the easiest screen instead of the right driver.
When it matters
Use it whenever the stock looks obviously cheap or expensive and you want to know if the market is actually wrong.
Investor take
Set a view on what the metric should look like in a normal year, not just in the current tape.
Stress-test the model with insider ownership versus compensation behavior
This is one of the better ways to decide whether the current multiple is deserved, stretched, or giving you credit for too much.
Why it matters
Bad valuation work usually starts by picking the easiest screen instead of the right driver.
When it matters
Use it whenever the stock looks obviously cheap or expensive and you want to know if the market is actually wrong.
Investor take
Set a view on what the metric should look like in a normal year, not just in the current tape.