Revenue intelligence
What it earns, and how sure we are.
Every product on the index carries a modelled monthly revenue and the band the model produced around it. The band is printed everywhere the number is, because a figure without one is a guess wearing a suit.
Products priced
12,000+
Creatives read
5.4M
Ad spend priced
$340M
Median estimate
$11.3K
The index
See what it earns
before you build it.
Every product carries a monthly revenue estimate, the range that estimate lives in, and the ad spend it was derived from. You can check the working on any of them.
- Revenue from $1K to $500K a month, never a single tidy number
- Thirty-day spend, month-by-month history, and which way it is going
- Whether they are still buying traffic today, or quietly stopped
 GuestiFiReputation automation | $104.4K | $13.2K–$825.1K | +601% |
 Appointwise.ioSales & billing | $146.1K | $18.5K–$1.15M | +690% |
 BrightTrackConsumer subscriptions | $136.9K | $31.7K–$593.9K | -5.7% |
 PolloaiAI media | $428.8K | $48.5K–$3.79M | -42.6% |
 VideoExpress.aiConsumer subscriptions | $266.9K | $42.3K–$1.74M | -0.8% |
 ReadabilityAI tutoring | $299K | $69.2K–$1.3M | +44.4% |
 AdRoast.aiGrowth & marketing | $173.8K | $22K–$1.37M | -13.8% |
How it holds up
The four things that make this defensible.
Priced country by country
A thousand impressions in Zurich costs nearly four times what it costs in Bucharest. Blending markets at an average rate does not add uncertainty, it adds bias, and an error budget cannot see bias.
Converted by what the product is
A consumer mobile app spends about a third of revenue acquiring users. A B2B SaaS spends four per cent. Using one constant for both once turned $36,000 of measured spend into a $3.9M revenue estimate.
The band is the output
Two divisions, each genuinely uncertain, multiply into a wide range. We publish the range rather than its midpoint dressed up as a fact.
Months that actually happened
Spend is attributed across each ad’s own active days rather than charged to the month it started, so the curve describes real months instead of a spike and a flat line.
The rest
What else is on every profile.
Find something worth building.
Find something
worth building.
12,000+ products, priced from their own advertising, all of them under $500K a month — the range a small team can actually enter.