Live Sandbox. Seeded Data.

Click around the real KithNode

Try the sandbox dashboard with seeded alumni. Then sign up to build your real warm-path network.

No login. No real people. Just the product.

How it works, end to end.

Four stages. Discover, signal, score, outreach.

01 Discover

Step 01Discover

Discover

John's pipeline of Charlotte IB MDs and VPs.

4 matches
NameFirmRoleGroupYoELast active
JS

Jane Smith

BofA
MDLevFin15y
3d ago
DN

David Nguyen

BofA
DirectorM&A12y
1w ago
AP

Anika Patel

BofA
VPHealthcare8y
2d ago
MC

Marcus Chen

BofA
MDTMT18y
5d ago

02 Signal

Step 02Signal Detection

Signal Detection

Why Jane is John's warmest path.

5 signals matched
JS

Jane Smith

Managing Director · LevFin

Bank of America

School
UNC Kenan-Flagler '09
Location
Charlotte, NC
Affiliation
Chi Phi Alum
Tenure
15 years at BofA
Network
2nd degree on LinkedIn
01

Chi Phi Alumni

Shared fraternity bond, both UNC chapter

02

UNC Kenan-Flagler

Shared alma mater, same undergraduate program

03

Charlotte, NC

Same hometown, same metro area

04

BofA LevFin

Target group match, direct coverage area

05

2nd degree on LinkedIn

One warm intro hop via Chi Phi alumni network

Signal Strength

94%Top 3% of John's pipeline

03 Scoring

Step 03AI Scoring

AI Scoring

The math behind the match.

Model v3.2
Response Likelihood87%

Active on LinkedIn, posted 3 days ago

Role Fit91%

LevFin matches John's target group

Network Distance2 hops

Reachable via Chi Phi alumni network

Timing95%

Summer Analyst applications open in 4 weeks

Career Overlap88%

Kenan-Flagler to BofA IBD, a well-worn path

Overall Match

92/ 100

Weighted across five signal categories, by how strongly each one predicts a warm reply.

Expected response rate

Much warmer than a cold email

04 Outreach

Step 04Smart Outreach

Smart Outreach

A message grounded in every signal.

Grounded draft
JS

Jane Smith

Managing Director · LevFin · Bank of America

Message
Subject

Ready in 2.1s · 64 words

Provenance

Every line maps to a signal.

No templates. No slop. Each citation links back to the signals detected in Step 02.

  • 1

    Chi Phi

    Shared fraternity

  • 2

    Kenan-Flagler

    Shared alma mater

  • 4

    Charlotte LevFin

    Target group match

Ready to build your warm network?

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Demo data. Personas and targets are fictional. No real individuals are represented.