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Know what people pick before you ship. Human taste tests for the things you’re about to ship.

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Sample tests are fictional and marked Demo.Demo Mode

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“Which line would make you click?”

Too close to call — 60/40

Early signalConfidence describes how consistent the observed preference is at this sample size, using a 95% Wilson score interval. It is not a claim about the wider population — a taste test tells you what these humans picked, not what everyone would pick.81 humans · target 100

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The split95% intervalConfidence describes how consistent the observed preference is at this sample size, using a 95% Wilson score interval. It is not a claim about the wider population — a taste test tells you what these humans picked, not what everyone would pick.

AOption A40%32 boops
95% interval 30%–50%
BOption B60%49 boops
95% interval 50%–70%

The leader's interval still crosses 50%, so this sample can't separate the two.

What people saw

AOption A40%

Start free — no card

BOption B60%

See it work on your data

Why they picked it

More useful17
I'd click this17
Easier to understand11
More trustworthy11

Reason tags are optional, so these add up to less than the total vote count.

Reading the comments…

In their words

4

AEasier to understand
B sounds like it'll take twenty minutes and a CSV.
BMore useful
B promises a demo, A promises a signup form. I want the demo.
AMore trustworthy
"No card" removes the thing I'm actually worried about.
BI'd click this
"On your data" is the whole pitch. A is what every button says.

Got a decision of your own?

Two versions, one question, and people who have no reason to be polite about it.

Run a test Open the feed

Summary

Computed

B is ahead at 60% of 81 boops, but the 95% interval (50%–70%) still includes 50%. This is a lean, not a result.

Themes

17
More useful
Tagged 17 times — 21% of everyone who answered.
17
I'd click this
Tagged 17 times — 21% of everyone who answered.
11
Easier to understand
Tagged 11 times — 14% of everyone who answered.

Strongest signal: "More useful" was the most common reason, chosen 17 times.
Biggest concern: The two options are close enough that the current sample can't separate them.
Next action: Collect more responses, or change one thing between the versions so there's something clear to prefer.

Built from the counts alone. Add an OPENAI_API_KEY to have written comments grouped into themes.