See KithNode in action
Watch John find a warm path to BofA Charlotte IB in 4 steps.
John Doe
UNC Kenan-Flagler '27 · Chi Phi · Targeting BofA IB
Discover
John's pipeline of Charlotte IB MDs and VPs.
Jane Smith
David Nguyen
Anika Patel
Marcus Chen
Signal Detection
Why Jane is John's warmest path.
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
Chi Phi Alumni
Shared fraternity bond, both UNC chapter
UNC Kenan-Flagler
Shared alma mater, same undergraduate program
Charlotte, NC
Same hometown, same metro area
BofA LevFin
Target group match, direct coverage area
2nd degree on LinkedIn
One warm intro hop via Chi Phi alumni network
Signal Strength
94%Top 3% of John's pipeline
AI Scoring
The math behind the match.
Active on LinkedIn, posted 3 days ago
LevFin matches John's target group
Reachable via Chi Phi alumni network
Summer Analyst applications open in 4 weeks
Kenan-Flagler to BofA IBD, a well-worn path
Overall Match
Weighted average across five signal categories, calibrated against 4,200 historical alumni outreach outcomes.
Expected response rate
8x higher vs. cold outreach
Smart Outreach
A message grounded in every signal.
Jane Smith
Managing Director · LevFin · Bank of America
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
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John's demo. Your warm paths, built the same way.
Demo data. Personas and targets are fictional. No real individuals are represented.