Cost Pricing And BurnPricing

Ad budget needed for statistically useful signal

April 4, 2026r/smallbusiness, r/startups

In r/smallbusiness and r/startups, founders argue that tiny ad spends produce noise, recommending budgeting to reach platform learning thresholds or using constrained low daily spend tests to iteratively optimize the funnel.

On Meta (Facebook/Instagram), you need enough budget to get through the learning phase, which is roughly 50 conversion events.
If your product converts at 2% and a click costs $1.50, you need to spend around $3,750 just to exit learning on one ad set.
I spend $5 a day on reddit ads.
r/smallbusiness
r/startups
adsbudgetingfunnellanding pagetrack conversions

See what experts are saying right now

This finding is one of many signals tracked across Indiehacking. The live feed updates every few hours with new expert voices, debates, and emerging ideas.

← Back to Indiehacking