VERIFIED OPERATORS · PUBLIC RECORD
Real operators. Real numbers. No composites.
Every operator on this page is a verifiable, citable human. Their businesses are public. Their numbers are documented in podcasts, financial disclosures, or open dashboards. You can look them up.
JOHN WILSON
Wilson Plumbing & Heating · Akron, OH
Third-generation plumber, $1M → $30M revenue in 9 years.
Bought nine struggling small trades operations and ran them on an AI-augmented dispatch + marketing stack. Class 2 + 3 Combined Stack — the unkillable position, scaled. Co-hosts the Owned and Operated podcast where the playbook is documented openly.
REVENUE$30M (2026)
EMPLOYEES~150
STACKServiceTitan + Atlas AI + Avoca AI
METROAkron, OH
CH.6 · THE COMBINED STACK
→ Owned and Operated podcast · ServiceTitan case studies
DR. BLAKE HANSEN
Simplified Health DPC · Rogers, AR
Solo direct-primary-care MD, $200K → $1M trajectory.
Abandoned insurance billing entirely. Charges $95/mo per member, panel capped at 600-800 patients. Uses Hint AI for ambient clinical documentation — reclaimed 11 hours/week of admin time. Hint Connect lets the solo clinic serve employer contracts at scale. Same medicine. Different operating layer.
MEMBER FEE$95/mo
PANEL CAP800 patients
STACKHint AI + Hint Connect
REVENUE PATH$1M ARR target
CH.6 · THE COMBINED STACK
→ Hint Health partner directory · published clinic data
PAUL McMANUS
McManus Kitchen & Bath · Tallahassee, FL
10 → 45 projects/year with 1 extra crew member.
Founded the small remodeling firm in 2015. Stood up Buildertrend in 2021 — vertical-specialized construction management platform with AI scheduling, customer portal, integrated bidding. His crew swings the hammers. His software runs the office. 300% revenue growth with one additional crew member.
PROJECTS/YR45 (vs 10 in 2020)
HEADCOUNT+1 crew
STACKBuildertrend
METROTallahassee, FL
CH.6 · THE COMBINED STACK
→ Buildertrend case studies · Modern Craftsman podcast
PIETER LEVELS
Solo founder · nomadlist + PhotoAI
$3M+/year solo, zero employees, public dashboard.
The Class 4 archetype the book points the reader toward. Ships products in public. Publishes revenue dashboards openly. Runs ~10 active products + experiments with 1-4 AI agents in support. The proof that the solo-with-AI shape produces real revenue at scale.
ANNUAL REVENUE$3M+ disclosed
EMPLOYEES0
STACKCustom + multi-AI
VERIFIES VIAlevels.io public
CH.1, CH.5, CH.8 · THE SOLO OPERATOR ARCHETYPE
→ levels.io · nomadlist.com revenue dashboard
JUSTIN WELSH
Solopreneur · The Saturday Solopreneur
~$12M cumulative solo, no full-time staff.
Built the practice on LinkedIn-first content + paid courses + a popular Saturday newsletter. Publishes revenue figures openly. One of the most-replicated solo-operator playbooks in the 2024-2026 cohort. Audience + product + light AI stack = $7-figure solo income.
CUMULATIVE~$12M
EMPLOYEES0 FT (occasional contractors)
PRIMARYThe Saturday Solopreneur
VERIFIES VIAPublic LinkedIn + revenue posts
CH.1, CH.2, CH.8 · AUDIENCE + PRODUCT
→ thesaturdaysolopreneur.com · public revenue posts
BRETT WILLIAMS
Solo operator · multi-product
Documented Class 3 → Class 4 transition in public.
One of the cleanest publicly-documented transitions from Solo Operator (Class 3) to portfolio Owner (Class 4) in the 2025-2026 cohort. Writes openly about the structural shift from selling-his-hours to owning income-producing assets that compound without his hours.
FROMSolo Operator (Class 3)
TOMulti-product Owner (Class 4)
TIMELINE~24 months documented
VERIFIES VIAPublic newsletter + LinkedIn
CH.8 · CLASS 3 → CLASS 4
→ Public LinkedIn + newsletter archives
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