70.2 average across 2 concepts
Local operating-model alignment analysis
Best Franchise Opportunities We Assessed in Cincinnati, Ohio
We ranked 14 franchise concepts for Cincinnati, Ohio 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
0.9 points average among 11 affected concepts
0.5 points average reduction among 10 affected concepts
Tested rank range spans 10 positions
Executive conclusion
What the ranking means for Cincinnati, Ohio
Our Cincinnati, Ohio 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, Jan-Pro International, and ActionCOACH produced the three highest modeled alignment scores in the evaluated set. Target-market demand was the strongest positive factor: it materially affected 11 concepts and added 0.9 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 | 72.1Tier 2 · Favorable modeled alignment | +2.1 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 2 | Jan-Pro InternationalCommercial cleaning | 71.9Tier 3 · Mixed modeled alignment | +1.9 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 3 | ActionCOACHBusiness coaching | 71.7Tier 3 · Mixed modeled alignment | +1.7 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 4 | FASTSIGNSSigns and graphics | 71.7Tier 3 · Mixed modeled alignment | +1.9 ptsTarget-market demand | -0.2 ptsLabor and staffing friction | Moderate evidence confidence |
| 5 | HomeSmilesProperty maintenance services | 70.8Tier 3 · Mixed modeled alignment | +1.1 ptsTarget-market demand | -0.3 ptsLabor and staffing friction | Moderate evidence confidence |
| 6 | Pillar To Post Home InspectorsHome inspection | 70.4Tier 3 · Mixed modeled alignment | +0.3 ptsProperty replacement-cycle demand | -0.1 ptsLabor and staffing friction | Moderate evidence confidence |
| 7 | ZOOM DRAINDrain and sewer service | 70.4Tier 3 · Mixed modeled alignment | +0.8 ptsProperty replacement-cycle demand | -0.8 ptsLabor and staffing friction | Moderate evidence confidence |
| 8 | Mr. RooterPlumbing | 70.2Tier 3 · Mixed modeled alignment | +0.7 ptsProperty replacement-cycle demand | -0.8 ptsLabor and staffing friction | Moderate evidence confidence |
| 9 | Rainbow International RestorationRestoration | 70.2Tier 3 · Mixed modeled alignment | +0.6 ptsProperty replacement-cycle demand | -0.3 ptsLabor and staffing friction | Moderate evidence confidence |
| 10 | PuroCleanRestoration | 70.2Tier 3 · Mixed modeled alignment | +0.6 ptsProperty replacement-cycle demand | -0.4 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 |
|---|---|---|---|
| #1 City Wide | +2.1 pts | — | — |
| #2 Jan-Pro International | +1.9 pts | — | — |
| #3 ActionCOACH | +1.7 pts | — | — |
| #4 FASTSIGNS | +1.9 pts | — | -0.2 pts |
| #5 HomeSmiles | +1.1 pts | — | -0.3 pts |
| #6 Pillar To Post Home Inspectors | +0.2 pts | +0.3 pts | -0.1 pts |
| #7 ZOOM DRAIN | +0.4 pts | +0.8 pts | -0.8 pts |
| #8 Mr. Rooter | +0.3 pts | +0.7 pts | -0.8 pts |
| #9 Rainbow International Restoration | — | +0.6 pts | -0.3 pts |
| #10 PuroClean | — | +0.6 pts | -0.4 pts |
| #11 Aire Serv | +0.3 pts | +0.7 pts | -0.9 pts |
| #12 Tiger Adjusters | +0.3 pts | — | -0.1 pts |
| #13 Mister Sparky Electric | — | +0.6 pts | -0.9 pts |
| #14 Workout Anytime | -0.9 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 | +2.1 |
| 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 | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 72.13 |
| Published local-market alignment | 72.1 |
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, Jan-Pro International, ActionCOACH led because their operating requirements captured more of the local support from target-market demand 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 City Wide, Jan-Pro International, FASTSIGNS; 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 11 of 14 concepts. When we neutralized the factor and recalculated the table, 12 concepts changed position. Workout Anytime moved from #14 to #4, 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, 6 concepts changed position. Mr. Rooter moved from #8 to #12, 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. Pillar To Post Home Inspectors moved from #6 to #12, the largest movement among concepts directly affected by this factor.
Concepts challenged 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
- Referral ecosystemNo material score adjustment
- Territory qualityNo material score adjustment
- Regulatory and operating frictionNo material score adjustment
Category comparisons
Best franchise categories we assessed in Cincinnati, Ohio
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 Cincinnati, Ohio
2 Restoration concepts qualified for comparison, with scores ranging from 70.2 to 70.2. Rainbow International Restoration ranked highest at 70.2. Property replacement-cycle demand added 0.6 points on average among the affected concepts. Labor and staffing friction reduced the exposed concepts by 0.4 points on average.
Interpret cautiously: A 0.0-point spread is too small to support a strong brand-level conclusion from city alignment alone.
- Concepts compared
- 2
- Score range
- 70.2–70.2
- Category average
- 70.2
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: 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 | +2.1 |
| 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 | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 72.13 |
| Published local-market alignment | 72.1 |
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
- Target-market demand +2.1 pts
- Tested rank range
- #1–#6
Most important next check
How many qualified facility and property-management accounts must be reachable for City Wide to support its local contract pipeline?
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 | +1.9 |
| 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 | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 71.87 |
| Published local-market alignment | 71.9 |
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 +1.9 pts
- Tested rank range
- #2–#7
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: 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 | +1.7 |
| 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 | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 71.70 |
| 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
- Target-market demand +1.7 pts
- Tested rank range
- #3–#4
Most important next check
Which business-owner segments are expected to produce the most repeatable coaching demand for ActionCOACH?
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 | +1.9 |
| 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 | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 71.70 |
| 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
- Target-market demand +1.9 pts
- Tested rank range
- #2–#12
Most important next check
Which local customer verticals are expected to generate repeat signage and graphics work for FASTSIGNS?
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 | +1.1 |
| 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 | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 70.83 |
| 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
- Target-market demand +1.1 pts
- Tested rank range
- #5–#14
Most important next check
How many qualified facility and property-management accounts must be reachable for HomeSmiles to support its local contract pipeline?
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 | +0.2 |
| Property replacement-cycle demand | +0.3 |
| 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 | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 70.37 |
| 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
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.3 pts
- Tested rank range
- #2–#12
Most important next check
Which transaction corridors and referral markets would define Pillar To Post Home Inspectors's practical inspection territory?
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 | +0.4 |
| Property replacement-cycle demand | +0.8 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.8 |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 70.36 |
| 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
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Labor and staffing friction -0.8 pts
- Tested rank range
- #5–#10
Most important next check
Where must ZOOM DRAIN stage crews and vehicles to protect after-hours response times across the proposed territory?
Mr. Rooter
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 | +0.3 |
| Property replacement-cycle demand | +0.7 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.8 |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 70.22 |
| 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 -0.8 pts
- Tested rank range
- #7–#11
Most important next check
How many field vehicles must Mr. Rooter deploy, and where would they begin and end each service day?
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 | Not applicable to this operating model |
| Property replacement-cycle demand | +0.6 |
| 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 | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 70.21 |
| 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
- Property replacement-cycle demand +0.6 pts
- Tested rank range
- #1–#11
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 | +0.6 |
| 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 | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 70.19 |
| 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
- Property replacement-cycle demand +0.6 pts
- Tested rank range
- #3–#10
Most important next check
What dispatch zones and maximum drive-time assumptions does PuroClean use for urgent service calls?
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 | +0.3 |
| Property replacement-cycle demand | +0.7 |
| 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 | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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
- Adequate
- 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
- #8–#12
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?
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 | +0.3 |
| Property replacement-cycle demand | Not applicable to this operating model |
| 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 | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 70.12 |
| Published local-market alignment | 70.1 |
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
- Target-market demand +0.3 pts
- Tested rank range
- #6–#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?
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 | +0.6 |
| 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 | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 69.73 |
| Published local-market alignment | 69.7 |
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
- Labor and staffing friction -0.9 pts
- Tested rank range
- #9–#14
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?
Workout Anytime
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 | -0.8 |
| 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 | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Depends on the specific site, territory, or operating condition |
| 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 | 69.15 |
| Published local-market alignment | 69.2 |
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
- Target-market demand -0.9 pts
- Tested rank range
- #5–#14
Most important next check
What site size, occupancy-cost ceiling, parking supply, and buildout budget must a Workout Anytime location satisfy?
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 | 314,367people | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measures | Cincinnati, Ohio | Evidence for Target-market demand, Territory quality | [4] |
| Population change from the April 2020 estimate base to July 2025 | 1.5percent | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measures | Cincinnati, Ohio | Evidence for Target-market demand | [4] |
| Households in the 2020-2024 estimate period | 144,297households | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measures | Cincinnati, Ohio | Evidence for Target-market demand, Territory quality | [4] |
| Employer firms in reference year 2022 | 5,407employer firms | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measures | Cincinnati, Ohio | Evidence for Target-market demand, Referral ecosystem, Sales and customer acquisition | [4] |
| Selected sector receipts and sales in 2022 | health care and social assistance receipts usd thousands: 9,926,387; transportation and warehousing receipts usd thousands: 2,016,076; retail sales usd thousands: 4,510,231; accommodation and food services sales usd thousands: 1,229,501usd thousands | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measures | Cincinnati, Ohio | Evidence for Target-market demand, Referral ecosystem, Sales and customer acquisition | [4] |
| Owner-occupied housing-unit rate | 39.8percent | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measures | Cincinnati, Ohio | Evidence for Target-market demand, Property replacement-cycle demand | [4] |
| Household income and poverty measures | median household income usd: 52,909; per capita income usd: 40,324; persons in poverty percent: 25.5mixed | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measures | Cincinnati, Ohio | Evidence for Target-market demand | [4] |
| Renter households spending at least 30 percent of income on gross rent among households with a computed ratio | 53.1percent of computable renter households | 2024 American Community Survey 1-year estimate | Cincinnati, Ohio | Evidence for Target-market demand | [7] |
| Total housing units in the 2024 ACS 1-year estimate | 160,935housing units | 2024 American Community Survey 1-year estimate | Cincinnati, Ohio | Evidence for Target-market demand, Property replacement-cycle demand, Territory quality | [5] |
| Median year structure built | 1,952year | 2024 American Community Survey 1-year estimate | Cincinnati, Ohio | Evidence for Property replacement-cycle demand | [6] |
| Housing units constructed before 1970 | 68percent of housing units | 2024 American Community Survey 1-year estimate | Cincinnati, Ohio | Evidence for Property replacement-cycle demand, Labor and staffing friction | [5] |
| Housing units constructed in 1939 or earlier | 41.7percent of housing units | 2024 American Community Survey 1-year estimate | Cincinnati, Ohio | Evidence for Property replacement-cycle demand, Labor and staffing friction | [5] |
| Property owner responsibility for private sewer lateral repair | Property owners are responsible for private sewer laterals on private property, while licensed MSD sewer tappers are required for permit work.rule summary | Current requirements accessed August 2026 | MSD service area including Cincinnati | Evidence for Property replacement-cycle demand, Regulatory and operating friction | [9] |
| Average treated-water hardness by GCWW plant | richard miller plant mg per l: 126; richard miller plant grains per gallon: 7; charles bolton plant mg per l: 140; charles bolton plant grains per gallon: 8mixed | Calendar year 2025 water-quality data | GCWW service area including Cincinnati | Evidence for Property replacement-cycle demand | [8] |
| MSD review and permit gates for sewer-related development | request for availability examples: new construction, modification increasing or changing use, lot split; licensed tapper required: yesrule summary | Current requirements accessed August 2026 | MSD service area including Cincinnati | Evidence for Real estate and site feasibility, Regulatory and operating friction | [9] |
| MSD sewer tap permit fees by water-meter size | three quarter inch usd: 5,900; one inch usd: 10,680; one and half inch usd: 24,430; two inch usd: 43,980; three inch usd: 99,720; four inch usd: 178,080; six inch usd: 402,820; eight inch usd: 717,230; additional values omittedusd | Effective January 1, 2026 | MSD service area including Cincinnati | Evidence for Real estate and site feasibility, Regulatory and operating friction | [10] |
| MSD building-sewer inspection fee schedule | minimum positive fee usd: 120; fee for 1251 to 1400 feet usd: 960; over 1400 feet basis: two hours of inspection time per eight-hour shiftusd and rule | Effective January 1, 2026 | MSD service area including Cincinnati | Evidence for Real estate and site feasibility, Regulatory and operating friction | [11] |
| Selected major occupational-group mean hourly wages | all occupations cincinnati usd per hour: 32.39; all occupations us usd per hour: 33.54; building and grounds cincinnati: 18.79; building and grounds us: 19.66; food preparation cincinnati: 17.37; food preparation us: 17.86; personal care cincinnati: 18.03; personal care us: 19.74; additional values omittedusd per hour | May 2025 | Cincinnati, OH-KY-IN MSA | Evidence for Labor and staffing friction | [12] |
| Property rules depend on base and overlay zoning districts | Cincinnati zoning review can involve base districts and overlays such as historic, urban design, hillside, and urban parking districts; applicability must be resolved by property.rule summary | Current zoning framework accessed August 2026 | Cincinnati, Ohio | Evidence for Real estate and site feasibility, Territory quality, Regulatory and operating friction | [13] [3] |
| Locally designated historic inventory | individual landmarks: 52; historic districts: 26designations | Current designated inventory accessed August 2026 | Cincinnati, Ohio | Evidence for Territory quality, Regulatory and operating friction | [14] |
| Certificate of Appropriateness gate for local landmarks | All exterior changes and some publicly accessible interior changes at locally designated landmarks require Certificate of Appropriateness review against property-specific guidelines.rule summary | Current requirements accessed August 2026 | Locally designated Cincinnati landmarks | Evidence for Real estate and site feasibility, Regulatory and operating friction | [15] |
| Sign permit and zoning review requirements | Business signage generally requires permit and zoning review; historic status and exact sign characteristics can add review requirements.rule summary | Current permit guidance accessed August 2026 | Cincinnati premises and proposed signs | Evidence for Real estate and site feasibility, Regulatory and operating friction | [16] [13] |
| City contractor registration requirement and fee | initial non state licensed registration usd per year: 131.25; permit issuance requires applicable contractors registered: yes; exemptions apply: yesusd and rule | Current registration rules and fees accessed August 2026 | Cincinnati, Ohio | Evidence for Regulatory and operating friction | [17] |
| City vendor and solicitation process | departments supported approximate: 24; vendor registration required: yes; platforms: Vendor Self Service, Business Opportunities, Bonfire; solicitation types: ITB, RFP, RFQ, RFIprocess summary | Current procurement process accessed August 2026 | City of Cincinnati | Evidence for Sales and customer acquisition, Referral ecosystem | [18] |
| MSD anticipated ten-year capital-improvement pipeline | anticipated capital improvements usd minimum: 1,000,000,000; horizon years: 10; solicitation targets: contractors, design builders, engineering firmsusd and horizon | Ten-year forward capital program accessed August 2026 | MSD service area | Evidence for Target-market demand, Sales and customer acquisition, Referral ecosystem | [19] |
| University of Cincinnati official fall 2025 enrollment | total enrollment: 53,682; online learners: 9,534; undergraduate enrollment all campuses: 42,566students | Fall 2025 official enrollment | University of Cincinnati, all campuses and online | Evidence for Target-market demand, Referral ecosystem | [20] |
| Cincinnati Children's workforce and patient activity | employees minimum: 19,500; patient encounters fy2025 minimum: 1,750,000; community benefit usd fy2024: 593,980,000mixed | Fiscal year 2025 with selected FY2024 community-benefit measures | Cincinnati Children's health system | Evidence for Target-market demand, Referral ecosystem, Labor and staffing friction | [21] |
| Commercial waste-hauler franchise requirement | Commercial waste hauling, including commercial construction and demolition debris, requires a City franchise; unfranchised operation is a Class D civil offense.rule summary | Current ordinance and administrative rules accessed August 2026 | Cincinnati, Ohio | Evidence for Competitive environment, Regulatory and operating friction | [22] |
| Current commercial-waste franchise holders listed by the City | 23franchise holders | Current list accessed August 2026 | Cincinnati, Ohio | Evidence for Competitive environment, Regulatory and operating friction | [23] |
| Streetcar right-of-way work authorization | trackway access authorization required: yes; dote right of way permit required: yes; training required for potential obstruction or encroachment: yesrule summary | Current requirements accessed August 2026 | Cincinnati Connector streetcar right-of-way | Evidence for Transportation, routing, and parking, Territory quality, Regulatory and operating friction | [24] |
| Brent Spence Bridge Corridor construction timeline | heavy construction start: 2026-05-08; new companion bridge expected open: 2,031; approach work expected substantially complete: 2,033; corridor length miles: 8; ohio segment miles approximate: 3mixed | Heavy construction beginning 2026; opening and completion milestones through 2033 | Brent Spence Bridge Corridor, Ohio and Kentucky | Evidence for Transportation, routing, and parking, Territory quality | [25] |
| Greater Cincinnati office vacancy in Q2 2026 | 25.9percent | Second quarter 2026 | Greater Cincinnati office market | Evidence for Target-market demand, Real estate and site feasibility, Territory quality | [26] |
| Greater Cincinnati industrial vacancy estimates in Q2 2026 | cushman and wakefield percent: 5.1; cbre percent: 4; cbre availability percent: 5.6percent | Second quarter 2026 | Greater Cincinnati industrial market | Evidence for Real estate and site feasibility, Territory quality | [26] [27] |
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.
- 1United States Structural Inefficiency and CRE Arbitrage AuditInternal or supplied research; not publicly accessible.
- 2Jurisdictional Friction and Structural Capital Constraints: A Forensic Audit of Municipal Operating EnvironmentsInternal or supplied research; not publicly accessible.
- 3Franchise neighborhood operating-condition recordsInternal or supplied research; not publicly accessible.
Used for: Property rules depend on base and overlay zoning districts
- 4QuickFacts: Cincinnati city, Ohio
Used for: Resident population estimate on July 1, 2025, Population change from the April 2020 estimate base to July 2025, Households in the 2020-2024 estimate period, Employer firms in reference year 2022, and Selected sector receipts and sales in 2022
- 5ACS 2024 1-Year Table B25034: Year Structure Built
Used for: Total housing units in the 2024 ACS 1-year estimate, Housing units constructed before 1970, and Housing units constructed in 1939 or earlier
- 6ACS 2024 1-Year Table B25035: Median Year Structure Built
Used for: Median year structure built
- 7ACS 2024 1-Year Table B25070: Gross Rent as a Percentage of Household Income
Used for: Renter households spending at least 30 percent of income on gross rent among households with a computed ratio
- 82025 Water Quality Report
Used for: Average treated-water hardness by GCWW plant
- 9Development Services
Used for: Property owner responsibility for private sewer lateral repair and MSD review and permit gates for sewer-related development
- 10MSD Sewer Tap Permit Fees and Document Requirements
Used for: MSD sewer tap permit fees by water-meter size
- 11MSD Building Sewer Inspection Fees
Used for: MSD building-sewer inspection fee schedule
- 12Occupational Employment and Wages in Cincinnati - May 2025
Used for: Selected major occupational-group mean hourly wages
- 13Zoning Administration
Used for: Property rules depend on base and overlay zoning districts and Sign permit and zoning review requirements
- 14Local Historic Designation
Used for: Locally designated historic inventory
- 15Local Historic Landmarks
Used for: Certificate of Appropriateness gate for local landmarks
- 16Frequently Asked Questions
Used for: Sign permit and zoning review requirements
- 17Contractor Registration
Used for: City contractor registration requirement and fee
- 18Office of Procurement and Vendor Registration
Used for: City vendor and solicitation process
- 19Upcoming Major Projects
Used for: MSD anticipated ten-year capital-improvement pipeline
- 20Another record year of enrollment for the University of Cincinnati
Used for: University of Cincinnati official fall 2025 enrollment
- 21Cincinnati Children's shares Community Impact Report
Used for: Cincinnati Children's workforce and patient activity
- 22Commercial Waste Hauler Program
Used for: Commercial waste-hauler franchise requirement
- 23Current Franchise Holders
Used for: Current commercial-waste franchise holders listed by the City
- 24Streetcar Trackway Access Authorization Requirements
Used for: Streetcar right-of-way work authorization
- 25Brent Spence Bridge Corridor Fact Sheet and Timeline
Used for: Brent Spence Bridge Corridor construction timeline
- 26Cincinnati MarketBeat Reports
Used for: Greater Cincinnati office vacancy in Q2 2026 and Greater Cincinnati industrial vacancy estimates in Q2 2026
- 27Cincinnati Industrial Figures Q2 2026
Used for: Greater Cincinnati industrial vacancy estimates in Q2 2026
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.
