Real runs. Real numbers.
How the data layer performs — measured on real runs, anonymized by default, and honestly labeled. No invented clients, no rounded-up numbers.
Live engine run · June 2026Read the study →Measured in production · June 2026Read the study →Live endpoint · July 2026Read the study →
Inside a live engine run: 25 leads, 24 verified mobiles
A production run end-to-end: one ICP prompt in, a phone-first call list out — scored, briefed, verified.
96%
mobiles verified
8/16/1
Hot/Warm/Cold
minutes
not days
Contact coverage: what 50 real records show before you spend a credit
Two live segments counted for on-file contact data — and the product change the numbers forced on us.
64%
emails on file
78%
mobiles on file
$0
to measure it
What happens when the engine rewrites your ICP
Five typical inputs across five verticals — and exactly what the Optimize step returned, unedited.
5
real rewrites
5
verticals
18–30%
predicted lift
More on the way — every real delivery becomes a candidate. Want your run featured (anonymized)? Talk to us.
Run the engine on your ICP — free.
100 credits, no card. Your numbers might be the next study.
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