Scout · Learning

Scout learns what a goodprospect looks like for you.

Two teams can run the same brief and want different companies. Scout closes that gap the way a good colleague would. It pays attention to what your team actually does, and lets that sharpen every search that follows.

01 · Signal

Your team's ordinary work is the teacher.

Every prospect you export, dismiss, win, lose, or hand off is a quiet vote on what a good prospect looks like for your business. Nobody fills in a survey. The learning rides on work you were doing anyway.

Everysearch
  1. 1

    You work

    Export · dismiss · win · hand off

    Your team does what it already does. No ratings to fill in.

  2. 2

    Scout listens

    Actions become signal

    Each move says something about what a good prospect looks like for you.

  3. 3

    Results sharpen

    The next search ranks better

    Scout re-ranks and annotates new results. Your brief always runs as written.

02 · Sharper results

Month three beats week one.

What Scout learns feeds back into how it ranks and annotates new results. The companies that look like the ones you pursue rise. The ones that look like the ones you dismiss drift down, with the reason noted. Same brief, same map, tuned to you.

Week 1 · Your first search

Cascade Fabrication

71

Harbor Plastics

64

Summit Tooling

78

Bluefield Metals

58

North Bend Coatings

69

Month 3 · Tuned to you

Summit Tooling

Like the shops you win

92

North Bend Coatings

Matches your exports

85

Cascade Fabrication

74

Harbor Plastics

61

Bluefield Metals

55

Relevance of top results

Illustrative

Week 1Month 1Month 2Month 3
An illustrative shape, not customer data. The same brief, returning more of the companies your team actually pursues.

03 · Nothing hidden

Learning never hides anything.

It only re-ranks and annotates

Learning changes the order results arrive in and the notes beside them. It never removes a company from your map.

Your brief always runs

Every search runs from the brief you wrote, exactly as you wrote it.

Your targeting stays yours

The AI never edits the targeting you declare. You steer. Scout sharpens.

04 · Private by design

Your learning is yours alone.

Everything Scout learns about your business lives in your workspace. Scout never shares it across customers, and never uses it to train any vendor's model. The advantage your team builds stays with your team.

See where it starts.

Run a real search on the live demo, or read the full Scout story.