All industries

What predicts a close in construction, trades and field service.

The buyer is on a site. A reply is worth more here than anywhere else.

The argument

The buyer is on a site, not at a desk, so the ordinary engagement signals mean something different: an email opened three times is not research, it is somebody reading on a phone between jobs. Replies carry the largest share of any pack because getting an answer at all is the hard part and a fast one is genuinely informative. Marketing signals are worth little, since this buyer does not read a nurture sequence. Meetings matter because a demo usually happens in person or not at all. Process weight covers the one real gate, which is whether the tool survives contact with crews who did not ask for it, and adoption worry is the objection that kills these deals late.

The weights

Published, because a score you cannot audit is a score nobody trusts.

74% of the score comes from what the company does, 26% from what named people do. Within each side, these are the shares.

Company signals

Buying process
30%
Pipeline history
28%
Conversation intelligence
26%
Third party intent
9%
Anonymous site visits
7%

Person signals

Meeting behavior
32%
Responsiveness
32%
Site behavior
21%
Marketing engagement
15%

See it against a real pipeline.

The demo loads with these weights. Move them and watch the deals reorder.