Everyone publishes coverage numbers. Almost nobody publishes their own. So we ran our engine over five hundred and nineteen people and wrote down exactly what came back.
Enrichment vendors love a big number. "300M contacts." "10 data sources." "The most accurate database." None of it tells you the only thing that matters: give it a real person, how often does the thing you need actually come back?
So we measured our own. Not a benchmark, not a customer's data. Five hundred and nineteen people and twenty-nine companies run through abm.dev's own pipeline, every field logged with its source and a confidence score. Here is the honest read.
People: the find-rate, per field
Across 519 people:








