01
Trade Dynamics
Owner Core · Thesis Protagonist
Influence (betweenness)25%
Top Nodes
owner
tradesperson
pay
master
apprentice
sba
The structural center. owner (BC 0.350) is the graph's highest-BC and highest-degree node. Any reframe must lead here.
02
AI Dispatch
Mechanism · Highest Degree
Influence (betweenness)24%
Top Nodes
ai
agent
dispatch
call
pricing
data
The compression surface. ai (BC 0.238) + agent (BC 0.128). Every node downstream of the service event is AI-compressible.
03
Exit Strategy
Capital Markets · PE Rollup
Influence (betweenness)16%
Top Nodes
pe
exit
platform
rollup
multiple
The antagonist. pe sits on the bridge between Trade Dynamics and Exit Strategy. 3-5× EBITDA in, 8-12× out — arbitrage the owner could capture directly.
04
Service Targeting
ServiceTitan Home · Peripheral
Influence (betweenness)11%
Top Nodes
servicetitan
ten
margin
technician
fieldedge
Structurally peripheral. ST (BC 0.118) is adjacent to, not inside, the owner-AI core. The named incumbent has 1/3 the centrality of the owner.
05
Scaling Challenges
Solo-to-Scaling · The Missing Segment
Influence (betweenness)9%
Top Nodes
shop
scaling
solo
operator
misfit
The 60,940. The exact cohort AI will most enrich — and the one ST explicitly excludes at its 10-tech threshold.
06
Licensing Framework
Regulatory Constraint · Gap 1 Anchor
Influence (betweenness)7%
Top Nodes
licensing
customer
local
hour
board
apprentice
The asymmetric moat. Licensed, presence-bound technician is the one node AI cannot collapse. This is what makes the margin accrete to the owner.
07
Revenue Metrics
Unit Economics · P&L Language
Influence (betweenness)5%
Top Nodes
revenue
percent
office
back
labor
Where ST's pricing breaks. Customers reason about back-office labor %; ST sells platform value. The spreadsheet loses to the narrative.
08
Economic Scale
Macro Framing · Siloed
Influence (betweenness)2%
Top Nodes
private_equity
compound
hvac
plumbing
economy
Storytelling gap. Macro framing sits outside the operational framing. The reframe must force HVAC/plumbing/PE into the narrative core.
09
Skilled Bottleneck
The Hidden Constraint · Load-Bearing
Influence (betweenness)2%
Top Nodes
presence
wages
apprenticeship
skilled_trades
bottleneck
physical
Load-bearing despite low BC. "presence" is the word carrying "what AI can't do" across clusters. Only 2% betweenness — the reframe must integrate it into the core narrative.