Independent research for thoughtful co-living operators

A Dr. Connor Robertson research project

The field guide to co-living that works.

Research, underwriting principles, and operating systems for property owners exploring the PadSplit model—built around resilient housing, clear-eyed analysis, and respect for the people who call it home.

Market selectionProperty screeningRoom-level underwritingComplianceResident experienceOperating cadence
5operating stages
underwriting scenarios
1resident-first standard
0promised returns

The operating thesis

More doors do not make a better deal.

Co-living can turn underused square footage into attainable housing. But the model only holds when the property, municipality, economics, and operating team all agree.

This playbook separates the platform from the property business. PadSplit may provide discovery, screening infrastructure, payments, and host tools; owners still have to select responsibly, comply locally, prepare the asset, and operate the home well.

01

Demand before design

Start with workforce demand, local rules, and the resident experience—not a bedroom-count target.

02

Conservative underwriting

Model vacancy, utilities, repairs, platform costs, turnover, and capex before celebrating gross revenue.

03

Operations are the asset

A shared home performs through clear standards, fast maintenance, thoughtful communication, and consistent inspection.

The five-part framework

From zip code
to operating cadence.

Each stage earns the right to move to the next. A deal that fails the market, compliance, or downside test should not be rescued by optimistic revenue.

01

Market

Map employers, transit, room-rate alternatives, supply, and local housing rules.

02

Property

Screen layout, parking, life safety, utilities, renovation scope, and exit options.

03

Model

Underwrite per-room income against all-in operating cost and realistic stabilization.

04

Make ready

Build for durability, privacy, safety, efficient turns, and a dignified resident experience.

05

Operate

Manage the house as a hospitality-informed housing business—not passive rent collection.

The working library

Start with the questions
that can change the answer.

Built for property owners, operators, and advisors who want a sober introduction—not a sales pitch.

Address-level diligence

Eight decisions that earn the right to convert.

Underwrite the house, the rules, and the resident experience as one operating system.

A room-by-room pro forma is only useful after the exact address, physical plan, demand pattern, service model, and fallback use survive independent review. Keep evidence beside every assumption so a partner, lender, insurer, contractor, or advisor can follow the decision.

01

Clear the address, not the concept

Rules can turn on unrelated occupants, rooming-house definitions, parking, bedroom count, rental term, and life-safety systems. Platform eligibility is not local approval.

Operator checkpoint

Get address-specific zoning, building, fire, rental, insurance, lender, deed, and HOA answers before design money is committed.

02

Define the resident before the room

Employment access, transit, affordability, privacy, furnished needs, and lease flexibility shape demand more than a theoretical bedroom count.

Operator checkpoint

Interview local operators, map realistic commutes, and compare the complete monthly cost with credible housing alternatives.

03

Design for daily coexistence

Bathrooms, refrigerators, storage, laundry, sound control, parking, entries, and common-space circulation determine whether a full house remains a good home.

Operator checkpoint

Walk the plan as if every room is occupied and every resident keeps a different work schedule.

04

Price collected revenue

Maximum rooms multiplied by asking rent ignores vacancy, collection loss, concessions, platform charges, and the time required to stabilize a new property.

Operator checkpoint

Model monthly economic occupancy and actual collections under conservative, expected, and failure cases.

05

Capture the operating load

Utilities, internet, furniture, consumables, cleaning, turns, pest control, lawn care, maintenance, inspections, and resident coordination are not incidental costs.

Operator checkpoint

Build a cost per occupied room, a separate capital reserve, and a labor assumption for work that currently looks free.

06

Engineer safety and privacy

Egress, alarms, locks, electrical load, lighting, cameras, visitor policies, and emergency response must protect residents without making the home feel institutional.

Operator checkpoint

Use qualified local professionals to verify code, insurance, security, and accessibility requirements.

07

Operate standards consistently

Clear expectations, responsive maintenance, fair enforcement, documented communication, and respectful conflict handling protect retention and community stability.

Operator checkpoint

Write house standards that are specific, lawful, consistently applied, and understandable before move-in.

08

Preserve the fallback

Rules, platform terms, neighborhood conditions, and room demand can change. A fragile conversion may destroy the property’s conventional rental or resale value.

Operator checkpoint

Underwrite alternate use, reconfiguration cost, and exit liquidity before acquisition—not after the model disappoints.

Questions before capital

Resolve the hard parts in writing.

Use these prompts to turn a promising property into a documented go, pause, or no-go decision. Educational material does not replace current local, legal, tax, insurance, lending, or construction advice.

Is shared housing legally a rooming house?

The definition varies by jurisdiction and sometimes by occupancy, services, term, or building form. Use the local code and an address-specific determination rather than a label used by a platform or another city.

How many bedrooms create the strongest return?

The economic answer depends on legal occupancy, bathroom ratio, common space, parking, utilities, incremental renovation cost, achievable room rent, and the resident experience. More rooms can reduce value when the whole system becomes less livable.

Which expense is easiest to underestimate?

Management intensity and turnover work are frequently understated because the model creates more individual tenancies, communications, inspections, payment events, and move cycles than a conventional lease.

Should every suitable layout be converted?

No. Weak transit, poor parking, difficult access, restrictive rules, expensive life-safety work, utility constraints, or an unattractive fallback can overwhelm higher gross revenue.

How should utilities be modeled?

Use realistic occupancy-driven consumption, seasonal peaks, internet, common-area use, deposits, potential abuse, and a rate-increase buffer. Compare invoices from similar properties instead of relying on a conventional-rental average.

What protects long-term performance?

Compliant design, durable local demand, prompt maintenance, fair resident operations, clean records, a reliable vendor network, and a property that still works if the platform or room-rental thesis changes.

A practical review rhythm

Diagnose. Record the address, proposed occupancy, governing rules, current layout, verified demand, and source for every number without trying to rescue the deal.

Design. Compare the proposed conversion with a lighter renovation and a conventional-rental fallback. Assign the cost, responsibility, and deadline for every open diligence item.

Operate. Set owners for leasing, maintenance, inspections, safety, resident communication, collections, turns, and vendor coverage. Define the leading indicators that will trigger a change before service or cash deteriorates.

Continue with the right entity

Keep the research path clear.

PadSplit is the housing marketplace discussed in this independent research project. BNB Accelerator is the related acquisition and operating education company; AE Tax Advisors publishes separate tax guides; Dr. Connor Robertson’s library connects the wider ownership curriculum.

Dr. Connor Robertson, entrepreneur and real estate educator

The editor

“Real estate should solve a real problem. The spreadsheet matters—but so does the person living inside it.”

Dr. Connor Robertson is an entrepreneur, real estate operator, and educator focused on the systems that turn complex assets into durable businesses. The PadSplit Playbook applies that operator’s lens to workforce co-living.

Connor Robertson

Read the full profile →

Know the model.
Pressure-test the property.

Open the field guide