71.5 average across 2 concepts
Local operating-model alignment analysis
Best Franchise Opportunities We Assessed in Baltimore, Maryland
We ranked 14 franchise concepts for Baltimore, Maryland using local demand, labor, transportation, real estate, regulation, and source-backed evidence.
Evaluation set
Why these concepts were evaluated
This is not a ranking of every franchise that may be offered in the city.
Concepts were included when enough operating-model information existed to assign a provisional local-sensitivity profile. Unresolved inputs reduce confidence or remain conditional rather than automatically excluding a concept.
A brand’s participation in our referral network does not add points or change its position.
City-level conclusions
What stood out in our assessment
0.6 points average among 12 affected concepts
0.5 points average reduction among 10 affected concepts
Tested rank range spans 10 positions
Executive conclusion
What the ranking means for Baltimore, Maryland
Our Baltimore, Maryland analysis favored concepts whose operating requirements matched the city’s strongest service-demand conditions without depending too heavily on inexpensive labor, easy routing, or low-cost commercial space. City Wide, Rainbow International Restoration, and PuroClean produced the three highest modeled alignment scores in the evaluated set. Referral ecosystem was the strongest positive factor: it materially affected 12 concepts and added 0.6 points on average among them. Labor and staffing friction was the broadest negative pressure, reducing the 10 exposed concepts by 0.5 points on average. The result is not that the highest-ranked brand is universally better. It means that, under the documented city assumptions and the operating profiles available to us, its local advantages outweighed its modeled constraints more effectively. Territory boundaries, candidate capabilities, capital structure, franchise economics, current FDD disclosures, and local franchisee validation remain outside this ranking and can materially change the decision.
How this differs from a directory: the model does not award points for brand popularity, advertising placement, or referral compensation. It tests how documented local conditions interact with each concept’s operating requirements.
Best franchise opportunities assessed
Top 10 local-alignment scores from 14 concepts assessed
“Best” refers to modeled local operating alignment among the concepts assessed—not expected earnings, franchise-system quality, or candidate fit.
| Rank | Franchise | Alignment and tier | Largest advantage | Largest constraint | Evidence confidence |
|---|---|---|---|---|---|
| 1 | City WideFacility management | 72.7Tier 2 · Favorable modeled alignment | +1.5 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 2 | Rainbow International RestorationRestoration | 71.7Tier 3 · Mixed modeled alignment | +1.0 ptsProperty replacement-cycle demand | -0.4 ptsLabor and staffing friction | Moderate evidence confidence |
| 3 | PuroCleanRestoration | 71.4Tier 3 · Mixed modeled alignment | +1.0 ptsProperty replacement-cycle demand | -0.4 ptsLabor and staffing friction | Moderate evidence confidence |
| 4 | Jan-Pro InternationalCommercial cleaning | 71.4Tier 3 · Mixed modeled alignment | +1.1 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 5 | ActionCOACHBusiness coaching | 71.1Tier 3 · Mixed modeled alignment | +1.0 ptsReferral ecosystem | No material negative local adjustment | Moderate evidence confidence |
| 6 | HomeSmilesProperty maintenance services | 71.1Tier 3 · Mixed modeled alignment | +0.9 ptsReferral ecosystem | -0.3 ptsLabor and staffing friction | Moderate evidence confidence |
| 7 | Pillar To Post Home InspectorsHome inspection | 71.1Tier 3 · Mixed modeled alignment | +0.6 ptsReferral ecosystem | -0.1 ptsLabor and staffing friction | Moderate evidence confidence |
| 8 | Aire ServHVAC installation, repair, and maintenance | 70.8Tier 3 · Mixed modeled alignment | +1.8 ptsProperty replacement-cycle demand | -1.0 ptsLabor and staffing friction | Moderate evidence confidence |
| 9 | FASTSIGNSSigns and graphics | 70.8Tier 3 · Mixed modeled alignment | +0.6 ptsTarget-market demand | -0.3 ptsLabor and staffing friction | Moderate evidence confidence |
| 10 | Mister Sparky ElectricElectrical | 70.7Tier 3 · Mixed modeled alignment | +1.5 ptsProperty replacement-cycle demand | -1.0 ptsLabor and staffing friction | Moderate evidence confidence |
Original factor comparison
How each factor affected the highest-rated franchise concepts
The graph includes the top 14 concepts by local-alignment score. Only nonzero score contributions are plotted. A factor is removed when every displayed concept received 0.0 points from it. Hover or focus a concept name to highlight all of its remaining data points.
View the chart data as a table
| Concept | Target-market demand | Property replacement-cycle demand | Labor and staffing friction | Referral ecosystem |
|---|---|---|---|---|
| #1 City Wide | +1.5 pts | — | — | +1.2 pts |
| #2 Rainbow International Restoration | +0.2 pts | +1.0 pts | -0.4 pts | +0.8 pts |
| #3 PuroClean | — | +1.0 pts | -0.4 pts | +0.8 pts |
| #4 Jan-Pro International | +1.1 pts | — | — | +0.3 pts |
| #5 ActionCOACH | +0.2 pts | — | — | +1.0 pts |
| #6 HomeSmiles | +0.6 pts | — | -0.3 pts | +0.9 pts |
| #7 Pillar To Post Home Inspectors | — | +0.6 pts | -0.1 pts | +0.6 pts |
| #8 Aire Serv | — | +1.8 pts | -1.0 pts | — |
| #9 FASTSIGNS | +0.6 pts | — | -0.3 pts | +0.5 pts |
| #10 Mister Sparky Electric | — | +1.5 pts | -1.0 pts | +0.2 pts |
| #11 ZOOM DRAIN | — | +0.8 pts | -0.9 pts | +0.6 pts |
| #12 Tiger Adjusters | — | — | -0.2 pts | +0.6 pts |
| #13 Mr. Rooter | — | +0.8 pts | -0.9 pts | +0.3 pts |
| #14 Workout Anytime | -0.5 pts | — | — | — |
Rank stability
Which positions depend most on individual assumptions?
The line shows the best and worst rank reached when one factor was removed from every concept. A narrow range indicates a more stable position.
Neutralizing a factor removes it from every concept. A concept can move down even when its own score improves because competitors may benefit more.
Worked score example
How we calculated City Wide
This example uses the same ledger shown for every concept and must reconcile exactly to the published score.
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +1.5 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +1.2 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 72.71 |
| Published local-market alignment | 72.7 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Interpretation
How to interpret the result
City Wide, Rainbow International Restoration, PuroClean led because their operating requirements captured more of the local support from referral ecosystem while remaining less exposed to labor and staffing friction. The same city condition can help one operating model and constrain another, so score differences should be read through each concept's factor pattern rather than as a universal franchise-quality verdict. The ordering is most assumption-sensitive for Rainbow International Restoration, PuroClean, Jan-Pro International; their ranks move more widely when individual factors are neutralized.
Factor impact
Which local conditions changed scores or rankings?
We neutralized one factor at a time, recalculated every score, and then measured both absolute score movement and changes in rank order.
Target-market demand
We tested how much of the city’s theoretical customer and business demand remained usable after operating friction.
We applied a measurable adjustment to 7 of 14 concepts. When we neutralized the factor and recalculated the table, 11 concepts changed position. Jan-Pro International moved from #4 to #11, the largest movement among concepts directly affected by this factor.
Concepts helped most
Concepts challenged most
Property replacement-cycle demand
We compared the age and condition of relevant property systems with the services each concept is actually equipped to provide.
We applied a measurable adjustment to 7 of 14 concepts. When we neutralized the factor and recalculated the table, 12 concepts changed position. PuroClean moved from #3 to #9, the largest movement among concepts directly affected by this factor.
Concepts helped most
Labor and staffing friction
We compared each concept’s frontline and specialist staffing requirements with the local labor environment.
We applied a measurable adjustment to 10 of 14 concepts. When we neutralized the factor and recalculated the table, 10 concepts changed position. Mister Sparky Electric moved from #10 to #5, the largest movement among concepts directly affected by this factor.
Concepts challenged most
Referral ecosystem
We tested whether the local professional and institutional referral ecosystem materially separated the assessed concepts.
We applied a measurable adjustment to 12 of 14 concepts. When we neutralized the factor and recalculated the table, 10 concepts changed position. ActionCOACH moved from #5 to #10, the largest movement among concepts directly affected by this factor.
Concepts helped most
- Competitive environmentNo material score adjustment
- Transportation, routing, and parkingNo material score adjustment
- Real estate and site feasibilityNo material score adjustment
- Sales and customer acquisitionNo material score adjustment
- Territory qualityNo material score adjustment
- Regulatory and operating frictionNo material score adjustment
Category comparisons
Best franchise categories we assessed in Baltimore, Maryland
Category summaries are shown only when at least two concepts qualified. Two-concept comparisons are explicitly labeled as limited.
Best Restoration franchise opportunities we assessed in Baltimore, Maryland
2 Restoration concepts qualified for comparison, with scores ranging from 71.4 to 71.7. Rainbow International Restoration ranked highest at 71.7. Property replacement-cycle demand added 1 point on average among the affected concepts. Labor and staffing friction reduced the exposed concepts by 0.4 points on average.
Interpret cautiously: A 0.2-point spread is too small to support a strong brand-level conclusion from city alignment alone.
- Concepts compared
- 2
- Score range
- 71.4–71.7
- Category average
- 71.5
Compare all assessed concepts
Explore the complete score calculations
14 concepts shown. Expand a concept to see how each factor was treated and the single next check most capable of changing the result.
City Wide
Rank sensitivity: Moderately sensitive
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +1.5 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +1.2 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 72.71 |
| Published local-market alignment | 72.7 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.5 pts
- Tested rank range
- #1–#3
Most important next check
How many qualified facility and property-management accounts must be reachable for City Wide to support its local contract pipeline?
Rainbow International Restoration
Rank sensitivity: Highly sensitive
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.2 |
| Property replacement-cycle demand | +1.0 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.4 |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.8 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.66 |
| Published local-market alignment | 71.7 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +1.0 pts
- Tested rank range
- #1–#6
Most important next check
Which territory boundaries allow Rainbow International Restoration to meet response-time expectations without excessive cross-city travel?
PuroClean
Rank sensitivity: Highly sensitive
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | +1.0 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.4 |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.8 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.43 |
| Published local-market alignment | 71.4 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +1.0 pts
- Tested rank range
- #2–#9
Most important next check
Which territory boundaries allow PuroClean to meet response-time expectations without excessive cross-city travel?
Jan-Pro International
Rank sensitivity: Highly sensitive
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +1.1 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.3 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.40 |
| Published local-market alignment | 71.4 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.1 pts
- Tested rank range
- #2–#11
Most important next check
What concentration of recurring commercial accounts is required for Jan-Pro International to build an efficient local book of business?
ActionCOACH
Rank sensitivity: Highly sensitive
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.2 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +1.0 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.15 |
| Published local-market alignment | 71.1 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Referral ecosystem +1.0 pts
- Tested rank range
- #3–#10
Most important next check
Which professional referral channels are expected to matter most to ActionCOACH, and what local relationship count supports the plan?
HomeSmiles
Rank sensitivity: Highly sensitive
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.6 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.3 |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.9 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.14 |
| Published local-market alignment | 71.1 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Referral ecosystem +0.9 pts
- Tested rank range
- #4–#9
Most important next check
Which property-management partners are expected to produce recurring opportunities for HomeSmiles?
Pillar To Post Home Inspectors
Rank sensitivity: Highly sensitive
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | +0.6 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.1 |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.6 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.05 |
| Published local-market alignment | 71.1 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Referral ecosystem +0.6 pts
- Tested rank range
- #4–#9
Most important next check
Which transaction corridors and referral markets would define Pillar To Post Home Inspectors's practical inspection territory?
Aire Serv
Rank sensitivity: Highly sensitive
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | +1.8 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.0 |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Not applicable to this operating model |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.84 |
| Published local-market alignment | 70.8 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +1.8 pts
- Tested rank range
- #4–#14
Most important next check
Which HVAC technician specialties must Aire Serv staff first, and what recruiting and training runway is built into the opening plan?
FASTSIGNS
Rank sensitivity: Highly sensitive
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.6 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.3 |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.5 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.82 |
| Published local-market alignment | 70.8 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.6 pts
- Tested rank range
- #5–#12
Most important next check
How many qualified local business accounts fall inside the territory proposed for FASTSIGNS?
Mister Sparky Electric
Rank sensitivity: Highly sensitive
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | +1.5 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.0 |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.2 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.72 |
| Published local-market alignment | 70.7 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +1.5 pts
- Tested rank range
- #5–#13
Most important next check
Which licensed roles must Mister Sparky Electric hire or contract locally, and what recruiting timeline is built into the opening plan?
ZOOM DRAIN
Rank sensitivity: Highly sensitive
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | +0.8 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.9 |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.6 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.58 |
| Published local-market alignment | 70.6 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Labor and staffing friction -0.9 pts
- Tested rank range
- #7–#11
Most important next check
Which territory boundaries allow ZOOM DRAIN to meet response-time expectations without excessive cross-city travel?
Tiger Adjusters
Rank sensitivity: Highly sensitive
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.2 |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.6 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.44 |
| Published local-market alignment | 70.4 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Referral ecosystem +0.6 pts
- Tested rank range
- #8–#13
Most important next check
Which professional referral channels are expected to matter most to Tiger Adjusters, and what local relationship count supports the plan?
Mr. Rooter
Rank sensitivity: Stable
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | +0.8 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.9 |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.3 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.16 |
| Published local-market alignment | 70.2 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Labor and staffing friction -0.9 pts
- Tested rank range
- #12–#13
Most important next check
What mix of scheduled-service plumbers and emergency-response capacity must Mr. Rooter staff for the proposed territory?
Workout Anytime
Rank sensitivity: Moderately sensitive
How we scored this concept
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | -0.5 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Not applicable to this operating model |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 69.49 |
| Published local-market alignment | 69.5 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Strong
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand -0.5 pts
- Tested rank range
- #11–#14
Most important next check
What trade-area boundary and population base would Workout Anytime use to evaluate the proposed location?
No franchise concepts match the selected filters.
Metric registry
The 33 local metrics behind this analysis
The registry exposes the raw value, period, geography, factor mapping, and source for every public metric used in the city research.
View all local metrics
| Metric | Raw value | Period | Geography | How used | Source |
|---|---|---|---|---|---|
| Resident population estimate on July 1, 2025 | 569,997people | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic census metrics | Baltimore city, Maryland | Evidence for Target-market demand, Territory quality | [4] |
| Population change from April 2020 estimate base to July 2025 | -2.7percent | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic census metrics | Baltimore city, Maryland | Evidence for Target-market demand, Territory quality | [4] |
| Households in the 2020-2024 ACS period | 255,668households | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic census metrics | Baltimore city, Maryland | Evidence for Target-market demand, Territory quality | [4] |
| Owner-occupied housing-unit rate | 47.5percent | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic census metrics | Baltimore city, Maryland | Evidence for Target-market demand, Property replacement-cycle demand | [4] |
| Median household income and poverty rate | median household income usd: 62,177; persons in poverty percent: 19.7mixed | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic census metrics | Baltimore city, Maryland | Evidence for Target-market demand | [4] |
| Health care and social assistance receipts or revenue in 2022 | 15,450,184,000usd | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic census metrics | Baltimore city, Maryland | Evidence for Target-market demand, Referral ecosystem | [4] |
| Education and health services employment in June 2026 | 295,800jobs | Employment and unemployment through June 2026, preliminary where marked | Baltimore-Columbia-Towson metropolitan statistical area | Evidence for Target-market demand, Labor and staffing friction, Referral ecosystem | [10] |
| University of Maryland, Baltimore employment total in fall 2025 | 7,933employees | Fall 2025 employee headcount and faculty composition | University of Maryland, Baltimore | Evidence for Target-market demand, Labor and staffing friction, Referral ecosystem | [13] |
| University of Maryland, Baltimore enrollment | 6,800students approximate | Fall 2025 enrollment and FY2024-FY2026 institutional metrics | University of Maryland, Baltimore | Evidence for Target-market demand, Referral ecosystem | [12] |
| Johns Hopkins Medicine full-time faculty and staff | 40,000employees minimum | Current institutional scope and staffing represented in the 2026 fact sheet | Johns Hopkins Medicine system headquartered in Baltimore | Evidence for Target-market demand, Labor and staffing friction, Referral ecosystem | [11] |
| Licensed beds at The Johns Hopkins Hospital in Baltimore | 1,215licensed beds | Current institutional scope and staffing represented in the 2026 fact sheet | The Johns Hopkins Hospital, Baltimore | Evidence for Target-market demand, Referral ecosystem | [11] |
| Occupied housing built before 1940 | 70percent minimum | Baltimore row-home archetypes and cited housing-age conditions; 2025 publication | Baltimore occupied housing | Evidence for Property replacement-cycle demand, Labor and staffing friction | [5] [1] |
| Legacy Baltimore row homes commonly use thin brick envelopes with high exposure and outdated thermal systems | thin brick envelopes: yes; high envelope exposure: yes; outdated thermal systems: yescategorical | Baltimore row-home archetypes and cited housing-age conditions; 2025 publication | Baltimore legacy row-home archetypes | Evidence for Property replacement-cycle demand, Labor and staffing friction, Regulatory and operating friction | [5] |
| Approved state funding for seven Baltimore City water infrastructure projects | 74,000,000usd minimum | Seven Baltimore City water, sewer, wastewater, lead-service-line, and stormwater projects approved April 2025 | Baltimore City water, sewer, wastewater, lead-service-line, and stormwater systems | Evidence for Property replacement-cycle demand, Regulatory and operating friction | [6] |
| Approved projects include sewer inflow and infiltration reduction, sanitary sewer rehabilitation, small-diameter sewer replacement, pump-station rehabilitation, and lead-service-line inventory | herring run inflow infiltration usd: 22,900,000; jones falls sewer rehabilitation usd: 5,900,000; roland park sewer replacement usd: 10,600,000; cromwell pump station usd: 9,800,000; lead service line inventory usd: 6,900,000project funding | Seven Baltimore City water, sewer, wastewater, lead-service-line, and stormwater projects approved April 2025 | Named Baltimore City water and sewer projects | Evidence for Property replacement-cycle demand, Regulatory and operating friction | [6] |
| Mean hourly wages for selected operationally relevant major occupational groups | building and grounds cleaning usd per hour: 19.76; office and administrative support usd per hour: 26.2; construction and extraction usd per hour: 30.48; installation maintenance and repair usd per hour: 31.47usd per hour | May 2025 Occupational Employment and Wage Statistics | Baltimore-Columbia-Towson metropolitan statistical area | Evidence for Labor and staffing friction | [9] |
| Baltimore City office vacancy in Q2 2026 | 21percent | Second quarter 2026 office market | Baltimore City office market | Evidence for Target-market demand, Real estate and site feasibility, Territory quality | [15] |
| City Center office vacancy in Q2 2026 | 28percent | Second quarter 2026 office market | Baltimore City Center office submarket | Evidence for Target-market demand, Real estate and site feasibility, Territory quality | [15] |
| CBD recorded a fourth consecutive quarter of negative absorption while tenants relocated toward Harbor East and Baltimore Peninsula | consecutive negative absorption quarters: 4; public sector share of q1 new leasing percent: 72.9mixed | First quarter 2026 office conditions | Baltimore Central Business District with Harbor East and Baltimore Peninsula comparisons | Evidence for Target-market demand, Real estate and site feasibility, Territory quality | [14] |
| Baltimore City industrial vacancy in Q3 2025 | 8.5percent | Third quarter 2025 industrial, warehouse, and flex conditions | Baltimore City industrial market | Evidence for Real estate and site feasibility | [16] |
| Baltimore City industrial inventory and asking rent in Q3 2025 | inventory sqft: 55,601,693; building count: 1,443; asking rent usd per sqft: 9.35; quarterly net absorption sqft: 240,910mixed | Third quarter 2025 industrial, warehouse, and flex conditions | Baltimore City industrial market | Evidence for Real estate and site feasibility | [16] |
| Maryland BEPS covers commercial or multifamily buildings at least 35,000 square feet excluding parking garages, subject to exemptions | 35,000gross square feet minimum | Requirements and exemptions current as accessed August 2026; 2026 reporting deadline extension | Covered buildings in Baltimore, Maryland | Evidence for Regulatory and operating friction, Property replacement-cycle demand | [7] [8] |
| Covered buildings benchmark annually beginning in 2025; performance standards begin in 2030 and phase toward zero emissions by 2040 or alternative compliance payment | annual benchmarking start year: 2,025; performance standard start year: 2,030; target year: 2,040; annual reporting fee usd: 100mixed | Program requirements following October 1, 2025 legislative changes | Covered buildings in Baltimore, Maryland | Evidence for Regulatory and operating friction, Property replacement-cycle demand | [8] [7] |
| CHAP-designated local historic districts and landmarks | local historic districts: 38; landmarks minimum: 200properties and districts | Current historic-district and landmark counts accessed August 2026 | Baltimore City | Evidence for Regulatory and operating friction, Territory quality | [17] |
| Exterior work to properties in local historic districts and local landmarks requires CHAP review and an Authorization to Proceed | yesboolean | Current exterior-work review requirement accessed August 2026 | Baltimore City local historic districts and landmarks | Evidence for Regulatory and operating friction, Territory quality | [18] [19] |
| Critical Area covers land and development within 1,000 feet of the Bay and tidal tributaries; Baltimore City Critical Area totals 5,521.3 acres | shoreline distance feet: 1,000; critical area acres: 5,521.3mixed | 2024 CAMP requirements | Baltimore City Critical Area | Evidence for Regulatory and operating friction, Real estate and site feasibility, Territory quality | [20] |
| Development and redevelopment in applicable Critical Area districts must reduce predevelopment stormwater pollutant load by at least 10 percent using phosphorus as the calculation basis | 10percent reduction | 2024 CAMP requirements | Baltimore City Critical Area, subject to CAMP classifications and project triggers | Evidence for Regulatory and operating friction, Real estate and site feasibility, Territory quality | [20] [2] |
| Critical Area Commission feedback on complete significant-project applications averages five weeks after receipt | 5weeks average | 2024 CAMP requirements | Significant Baltimore City Critical Area development projects requiring Commission review | Evidence for Regulatory and operating friction, Real estate and site feasibility | [20] |
| Baltimore operates neighborhood residential parking permit areas with annually renewed permits | yesboolean | Current residential permit parking area list accessed August 2026 | Baltimore City | Evidence for Transportation, routing, and parking, Territory quality | [22] [23] |
| Supplied neighborhood research identifies Federal Hill as Residential Permit Parking Area 9 and flags limited curb access for customer drop-off without dedicated off-street parking | permit area: 9; dedicated parking gate: yescategorical | Undated supplied neighborhood records reviewed August 2026 | Federal Hill, Baltimore | Evidence for Transportation, routing, and parking, Territory quality | [3] [23] |
| Organizations must register as City suppliers; most registrations are reviewed within two business days, and Workday distributes non-construction opportunities by commodity or service code | supplier registration review business days typical: 2; workday opportunity notifications: yesmixed | Current procurement resources accessed August 2026 | Baltimore City procurement | Evidence for Sales and customer acquisition, Referral ecosystem | [24] [25] |
| Renter share and renters with unaffordable housing costs | renter households percent: 52; renters with unaffordable costs percent: 54percent | 2024 population and housing, 2020-2024 renter affordability, and 2025 housing production | Baltimore City households | Evidence for Target-market demand | [26] |
| Housing units built in 2025 and estimated annual units needed to meet future demand | units built 2025: 2,859; estimated units needed annually: 1,554housing units | 2024 population and housing, 2020-2024 renter affordability, and 2025 housing production | Baltimore City | Evidence for Target-market demand, Property replacement-cycle demand | [26] |
How to use the ranking
What the model can and cannot establish
- Scores measure local operating alignment, not expected financial performance or franchise-system quality.
- Citywide evidence may not describe the exact site or territory ultimately offered.
- Conditional effects are shown for diligence but do not change the published score until their applicability is established.
Methodology
How the local-alignment ranking is calculated
Measure the city
Collect reusable local metrics with source, period, geography, and confidence fields.
Profile each operating model
Map each franchise to controlled operating attributes and local sensitivities.
Apply scoreable effects
Score only effects that apply without an unresolved site, territory, customer, or project gate.
Preserve conditional effects
Keep location- or territory-dependent issues visible for diligence without automatically changing the score.
Test rank sensitivity
Remove one factor at a time from every concept and rerank using full-precision scores.
Generate public output
Create the ranking, factor-status ledger, visuals, metric registry, and automated quality report from the same data.
Why every concept begins at 70.0
70.0 is a neutral display baseline shared by every concept. Local conditions can move a score by no more than 18.0 points in either direction under the current model. It is not a percentage, probability, or estimate of investment quality.
Precision and materiality
Calculations use full-precision values. Published scores and factor contributions display one decimal place, while ranks use full precision. Effects smaller than 0.1 points are identified as below the publication threshold rather than presented as a meaningful zero.
Score tiers
How factor rows are classified
“Best” means the strongest modeled local operating alignment among the franchise concepts assessed on this page.
Model governance
How this report is calculated and corrected
Calculation controls
- Model designer
- Thomas Jepsen
No concept’s final score is manually raised or lowered after calculation. Before this template is activated, the report is reviewed for source scope, classification, arithmetic, unsupported claims, duplication, and readability.
Model history
- Model 0.9.0-calibration · August 4, 2026Added conditional scoring gates, factor-status transparency, rank-sensitivity testing, metric registry output, and factor-impact visualization data.
Corrections policy
Corrected source, geography, or operating-profile evidence triggers a full compiler rerun so every dependent score and visual is recalculated.
Source registry
Evidence represented in this report
Each source identifies its period, scope, and the local metrics it supports. Internal or supplied research is not presented as independently accessible evidence.
- 1The Utility Delta: A Structural Audit of Ten U.S. MarketsInternal or supplied research; not publicly accessible.
Used for: Occupied housing built before 1940
- 2Structural Constraints and Hidden Costs: A Forensic Municipal AuditInternal or supplied research; not publicly accessible.
Used for: Development and redevelopment in applicable Critical Area districts must reduce predevelopment stormwater pollutant load by at least 10 percent using phosphorus as the calculation basis
- 3Franchise neighborhood research: Riverside through CharlotteInternal or supplied research; not publicly accessible.
Used for: Supplied neighborhood research identifies Federal Hill as Residential Permit Parking Area 9 and flags limited curb access for customer drop-off without dedicated off-street parking
- 4QuickFacts: Baltimore city, Maryland
Used for: Resident population estimate on July 1, 2025, Population change from April 2020 estimate base to July 2025, Households in the 2020-2024 ACS period, Owner-occupied housing-unit rate, and Median household income and poverty rate
- 5Housing-Performance Atlas of Baltimore Row Homes: Archetype-Based Multi-Hazard Baseline of Energy, Heat, Survivability, and Durability
Used for: Occupied housing built before 1940 and Legacy Baltimore row homes commonly use thin brick envelopes with high exposure and outdated thermal systems
- 6State Approves $74 million for Baltimore City Water Infrastructure Projects
Used for: Approved state funding for seven Baltimore City water infrastructure projects and Approved projects include sewer inflow and infiltration reduction, sanitary sewer rehabilitation, small-diameter sewer replacement, pump-station rehabilitation, and lead-service-line inventory
- 7Building Energy Performance Standards
Used for: Maryland BEPS covers commercial or multifamily buildings at least 35,000 square feet excluding parking garages, subject to exemptions and Covered buildings benchmark annually beginning in 2025; performance standards begin in 2030 and phase toward zero emissions by 2040 or alternative compliance payment
- 8Maryland Building Energy Performance Standards Program Overview
Used for: Maryland BEPS covers commercial or multifamily buildings at least 35,000 square feet excluding parking garages, subject to exemptions and Covered buildings benchmark annually beginning in 2025; performance standards begin in 2030 and phase toward zero emissions by 2040 or alternative compliance payment
- 9Occupational Employment and Wages in Baltimore-Columbia-Towson — May 2025
Used for: Mean hourly wages for selected operationally relevant major occupational groups
- 10Baltimore-Columbia-Towson, MD Economy at a Glance
Used for: Education and health services employment in June 2026
- 11Johns Hopkins Medicine Fast Facts
Used for: Johns Hopkins Medicine full-time faculty and staff and Licensed beds at The Johns Hopkins Hospital in Baltimore
- 12UMB Fast Facts — Fall 2025
Used for: University of Maryland, Baltimore enrollment
- 13Fall 2025 Faculty and Employee Reports
Used for: University of Maryland, Baltimore employment total in fall 2025
- 14Baltimore Office MarketBeat Q1 2026
Used for: CBD recorded a fourth consecutive quarter of negative absorption while tenants relocated toward Harbor East and Baltimore Peninsula
- 15MacKenzie Quarterly Market Report: Office Q2 2026
Used for: Baltimore City office vacancy in Q2 2026 and City Center office vacancy in Q2 2026
- 16Maryland Q3 2025 Industrial Report
Used for: Baltimore City industrial vacancy in Q3 2025 and Baltimore City industrial inventory and asking rent in Q3 2025
- 17Commission for Historical and Architectural Preservation
Used for: CHAP-designated local historic districts and landmarks
- 18CHAP Applications and Authorization to Proceed
Used for: Exterior work to properties in local historic districts and local landmarks requires CHAP review and an Authorization to Proceed
- 19Historic Districts
Used for: Exterior work to properties in local historic districts and local landmarks requires CHAP review and an Authorization to Proceed
- 20Baltimore City Critical Area Management Program Manual
Used for: Critical Area covers land and development within 1,000 feet of the Bay and tidal tributaries; Baltimore City Critical Area totals 5,521.3 acres, Development and redevelopment in applicable Critical Area districts must reduce predevelopment stormwater pollutant load by at least 10 percent using phosphorus as the calculation basis, and Critical Area Commission feedback on complete significant-project applications averages five weeks after receipt
- 21
- 22Neighborhood Permit Areas
Used for: Baltimore operates neighborhood residential parking permit areas with annually renewed permits
- 23Residential Parking Permits
Used for: Baltimore operates neighborhood residential parking permit areas with annually renewed permits and Supplied neighborhood research identifies Federal Hill as Residential Permit Parking Area 9 and flags limited curb access for customer drop-off without dedicated off-street parking
- 24Bureau of Procurement
Used for: Organizations must register as City suppliers; most registrations are reviewed within two business days, and Workday distributes non-construction opportunities by commodity or service code
- 25Bidding, Contracting, and Business Opportunities
Used for: Organizations must register as City suppliers; most registrations are reviewed within two business days, and Workday distributes non-construction opportunities by commodity or service code
- 26The City of Baltimore — Housing Indicator Tool
Used for: Renter share and renters with unaffordable housing costs and Housing units built in 2025 and estimated annual units needed to meet future demand
Before contacting a franchisor
Complete the next layer of due diligence
- Confirm the exact protected territory and neighboring units.
- Review the current Franchise Disclosure Document.
- Validate local staffing, licensing, insurance, and service-base assumptions.
- Obtain location, vehicle, buildout, or working-capital estimates.
- Speak with current and former franchisees.
- Build a candidate-specific financial scenario.
Apply the analysis to your situation
Review how these market findings apply to your budget, role, and proposed territory.
The city score does not include your experience, capital structure, time commitment, financing, or exact territory.
