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.

What “best” means in this ranking“Best” means the strongest modeled local operating alignment among the franchise concepts assessed on this page. It does not estimate earnings or determine which franchise is best for a particular candidate.
Analysis by Thomas Jepsen, MSc Model: 0.9.0
14Concepts evaluated
27Sources used
20Primary sources
33Local metrics

Evaluation set

Why these concepts were evaluated

This is not a ranking of every franchise that may be offered in the city.

14Concepts assessed

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

Highest category average (limited comparison)Restoration

70.2 average across 2 concepts

Largest positive factorTarget-market demand

0.9 points average among 11 affected concepts

Largest negative factorLabor and staffing friction

0.5 points average reduction among 10 affected concepts

Most assumption-sensitive rankFASTSIGNS

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.

Rankings use full-precision scores.Displayed values use one decimal place. Identical displayed scores can therefore have different ranks, and close results should be treated as effectively similar.
RankFranchiseAlignment and tierLargest advantageLargest constraintEvidence confidence
1City WideFacility management
72.1Tier 2 · Favorable modeled alignment
+2.1 ptsTarget-market demandNo material negative local adjustmentModerate evidence confidence
2Jan-Pro InternationalCommercial cleaning
71.9Tier 3 · Mixed modeled alignment
+1.9 ptsTarget-market demandNo material negative local adjustmentModerate evidence confidence
3ActionCOACHBusiness coaching
71.7Tier 3 · Mixed modeled alignment
+1.7 ptsTarget-market demandNo material negative local adjustmentModerate evidence confidence
4FASTSIGNSSigns and graphics
71.7Tier 3 · Mixed modeled alignment
+1.9 ptsTarget-market demand-0.2 ptsLabor and staffing frictionModerate evidence confidence
5HomeSmilesProperty maintenance services
70.8Tier 3 · Mixed modeled alignment
+1.1 ptsTarget-market demand-0.3 ptsLabor and staffing frictionModerate evidence confidence
6Pillar To Post Home InspectorsHome inspection
70.4Tier 3 · Mixed modeled alignment
+0.3 ptsProperty replacement-cycle demand-0.1 ptsLabor and staffing frictionModerate evidence confidence
7ZOOM DRAINDrain and sewer service
70.4Tier 3 · Mixed modeled alignment
+0.8 ptsProperty replacement-cycle demand-0.8 ptsLabor and staffing frictionModerate evidence confidence
8Mr. RooterPlumbing
70.2Tier 3 · Mixed modeled alignment
+0.7 ptsProperty replacement-cycle demand-0.8 ptsLabor and staffing frictionModerate evidence confidence
9Rainbow International RestorationRestoration
70.2Tier 3 · Mixed modeled alignment
+0.6 ptsProperty replacement-cycle demand-0.3 ptsLabor and staffing frictionModerate evidence confidence
10PuroCleanRestoration
70.2Tier 3 · Mixed modeled alignment
+0.6 ptsProperty replacement-cycle demand-0.4 ptsLabor and staffing frictionModerate evidence confidence

View all 14 score calculations

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.

Factor impact among the highest-rated franchise conceptsDiverging dot plot showing nonzero factor score contributions for the top 14 concepts. Zero-point concept-factor pairs are omitted, and factors with no nonzero contributions are excluded.+2.5+1.30.0-1.3-2.5
Target-market demand
#1 City Wide · Target-market demand · +2.1 pts1#2 Jan-Pro International · Target-market demand · +1.9 pts2#3 ActionCOACH · Target-market demand · +1.7 pts3#4 FASTSIGNS · Target-market demand · +1.9 pts4#5 HomeSmiles · Target-market demand · +1.1 pts5#6 Pillar To Post Home Inspectors · Target-market demand · +0.2 pts6#7 ZOOM DRAIN · Target-market demand · +0.4 pts7#8 Mr. Rooter · Target-market demand · +0.3 pts8#11 Aire Serv · Target-market demand · +0.3 pts11#12 Tiger Adjusters · Target-market demand · +0.3 pts12#14 Workout Anytime · Target-market demand · -0.9 pts14
Property replacement-cycle demand
#6 Pillar To Post Home Inspectors · Property replacement-cycle demand · +0.3 pts6#7 ZOOM DRAIN · Property replacement-cycle demand · +0.8 pts7#8 Mr. Rooter · Property replacement-cycle demand · +0.7 pts8#9 Rainbow International Restoration · Property replacement-cycle demand · +0.6 pts9#10 PuroClean · Property replacement-cycle demand · +0.6 pts10#11 Aire Serv · Property replacement-cycle demand · +0.7 pts11#13 Mister Sparky Electric · Property replacement-cycle demand · +0.6 pts13
Labor and staffing friction
#4 FASTSIGNS · Labor and staffing friction · -0.2 pts4#5 HomeSmiles · Labor and staffing friction · -0.3 pts5#6 Pillar To Post Home Inspectors · Labor and staffing friction · -0.1 pts6#7 ZOOM DRAIN · Labor and staffing friction · -0.8 pts7#8 Mr. Rooter · Labor and staffing friction · -0.8 pts8#9 Rainbow International Restoration · Labor and staffing friction · -0.3 pts9#10 PuroClean · Labor and staffing friction · -0.4 pts10#11 Aire Serv · Labor and staffing friction · -0.9 pts11#12 Tiger Adjusters · Labor and staffing friction · -0.1 pts12#13 Mister Sparky Electric · Labor and staffing friction · -0.9 pts13
Primary source records by factorTarget-market demand: [4] [7] [20] [21] [19] [26] [1]Property replacement-cycle demand: [5] [6] [9] [8] [1]Competitive environment: [4] [22] [23] [26] [27]Labor and staffing friction: [12] [21] [1] [2]Transportation, routing, and parking: [24] [25] [4] [3]Real estate and site feasibility: [9] [10] [11] [13] [14] [15] [16] [26] [27] [2] [3]Sales and customer acquisition: [18] [19] [20] [21] [4] [23]Referral ecosystem: [4] [20] [21] [18] [19]Territory quality: [13] [14] [9] [24] [25] [26] [27] [3]Regulatory and operating friction: [9] [10] [11] [13] [14] [15] [16] [17] [22] [23] [24] [2] [3]
View the chart data as a table
ConceptTarget-market demandProperty replacement-cycle demandLabor 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.

#1 City WideHighly sensitive · tested #1–#6
#2 Jan-Pro InternationalHighly sensitive · tested #2–#7
#3 ActionCOACHStable · tested #3–#4
#4 FASTSIGNSHighly sensitive · tested #2–#12
#5 HomeSmilesHighly sensitive · tested #5–#14
#6 Pillar To Post Home InspectorsHighly sensitive · tested #2–#12
#7 ZOOM DRAINHighly sensitive · tested #5–#10
#8 Mr. RooterHighly sensitive · tested #7–#11
#9 Rainbow International RestorationHighly sensitive · tested #1–#11
#10 PuroCleanHighly sensitive · tested #3–#10
#11 Aire ServHighly sensitive · tested #8–#12
#12 Tiger AdjustersHighly sensitive · tested #6–#13
#13 Mister Sparky ElectricHighly sensitive · tested #9–#14
#14 Workout AnytimeHighly sensitive · tested #5–#14

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 baseline70.0
Target-market demand+2.1
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score72.13
Published local-market alignment72.1

Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.

Starting pointThe operating-model baseline shown in the first ledger row.
InteractionsAny interaction or gate is included in the relevant contribution or calibration row.
Confidence treatmentEvidence confidence is disclosed separately unless the model definition explicitly applies a calibration adjustment.
RoundingFull-precision contributions are summed before the final displayed score is rounded to one decimal place; whole-number results are shown without a trailing decimal.

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.

Operating environment54Positive local support

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 adjusted11 of 14
Average among affected+0.9 pts
Average across all concepts+0.7 pts
Concepts changing rank12

Concepts helped most

City WideFacility management
+2.1 pts
FASTSIGNSSigns and graphics
+1.9 pts
Jan-Pro InternationalCommercial cleaning
+1.9 pts
ActionCOACHBusiness coaching
+1.7 pts
HomeSmilesProperty maintenance services
+1.1 pts

Concepts challenged most

Workout AnytimeFitness
-0.9 pts
Measured but not differentiating in this concept set
  • 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.

Limited two-concept comparison

Best Restoration franchise opportunities we assessed in Cincinnati, Ohio

70.2

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
Rainbow International Restoration70.2
PuroClean70.2

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.

#1Tier 2 · Favorable modeled alignment72.1

City Wide

Facility management · B2B facility management and vendor coordination

Increase +2.1 pts Target-market demandNo material negative local adjustment identified

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 baseline70.0
Target-market demand+2.1
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score72.13
Published local-market alignment72.1

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?

#2Tier 3 · Mixed modeled alignment71.9

Jan-Pro International

Commercial cleaning · recurring commercial route service

Increase +1.9 pts Target-market demandNo material negative local adjustment identified

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 baseline70.0
Target-market demand+1.9
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score71.87
Published local-market alignment71.9

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?

#3Tier 3 · Mixed modeled alignment71.7

ActionCOACH

Business coaching · home-based B2B advisory

Increase +1.7 pts Target-market demandNo material negative local adjustment identified

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 baseline70.0
Target-market demand+1.7
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score71.70
Published local-market alignment71.7

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?

#4Tier 3 · Mixed modeled alignment71.7

FASTSIGNS

Signs and graphics · B2B production and installation center

Increase +1.9 pts Target-market demandReduction -0.2 pts Labor and staffing friction

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 baseline70.0
Target-market demand+1.9
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.2
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score71.70
Published local-market alignment71.7

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?

#5Tier 3 · Mixed modeled alignment70.8

HomeSmiles

Property maintenance services · Home-based mobile property-maintenance franchise using equipped service vans and technician crews to deliver bundled…

Increase +1.1 pts Target-market demandReduction -0.3 pts Labor and staffing friction

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 baseline70.0
Target-market demand+1.1
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.3
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.83
Published local-market alignment70.8

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?

#6Tier 3 · Mixed modeled alignment70.4

Pillar To Post Home Inspectors

Home inspection · mobile property inspection service

Increase +0.3 pts Property replacement-cycle demandReduction -0.1 pts Labor and staffing friction

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 baseline70.0
Target-market demand+0.2
Property replacement-cycle demand+0.3
Competitive environmentNot included in the score
Labor and staffing friction-0.1
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.37
Published local-market alignment70.4

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?

#7Tier 3 · Mixed modeled alignment70.4

ZOOM DRAIN

Drain and sewer service · emergency skilled-trade route service

Increase +0.8 pts Property replacement-cycle demandReduction -0.8 pts Labor and staffing friction

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 baseline70.0
Target-market demand+0.4
Property replacement-cycle demand+0.8
Competitive environmentNot included in the score
Labor and staffing friction-0.8
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.36
Published local-market alignment70.4

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?

#8Tier 3 · Mixed modeled alignment70.2

Mr. Rooter

Plumbing · scheduled and emergency skilled-trade service

Increase +0.7 pts Property replacement-cycle demandReduction -0.8 pts Labor and staffing friction

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 baseline70.0
Target-market demand+0.3
Property replacement-cycle demand+0.7
Competitive environmentNot included in the score
Labor and staffing friction-0.8
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.22
Published local-market alignment70.2

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?

#9Tier 3 · Mixed modeled alignment70.2

Rainbow International Restoration

Restoration · emergency property restoration

Increase +0.6 pts Property replacement-cycle demandReduction -0.3 pts Labor and staffing friction

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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.6
Competitive environmentNot included in the score
Labor and staffing friction-0.3
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.21
Published local-market alignment70.2

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?

#10Tier 3 · Mixed modeled alignment70.2

PuroClean

Restoration · emergency property restoration

Increase +0.6 pts Property replacement-cycle demandReduction -0.4 pts Labor and staffing friction

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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.6
Competitive environmentNot included in the score
Labor and staffing friction-0.4
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.19
Published local-market alignment70.2

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?

#11Tier 3 · Mixed modeled alignment70.2

Aire Serv

HVAC installation, repair, and maintenance · Manager-led mobile HVAC installation, repair, maintenance, and emergency service business using skilled technicians…

Increase +0.7 pts Property replacement-cycle demandReduction -0.9 pts Labor and staffing friction

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 baseline70.0
Target-market demand+0.3
Property replacement-cycle demand+0.7
Competitive environmentNot included in the score
Labor and staffing friction-0.9
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.16
Published local-market alignment70.2

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?

#12Tier 3 · Mixed modeled alignment70.1

Tiger Adjusters

Public insurance adjusting · Home-based, referral-led public insurance adjusting business combining local property inspections with…

Increase +0.3 pts Target-market demandReduction -0.1 pts Labor and staffing friction

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 baseline70.0
Target-market demand+0.3
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.1
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.12
Published local-market alignment70.1

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?

#13Tier 3 · Mixed modeled alignment69.7

Mister Sparky Electric

Electrical · skilled-trade home service

Increase +0.6 pts Property replacement-cycle demandReduction -0.9 pts Labor and staffing friction

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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.6
Competitive environmentNot included in the score
Labor and staffing friction-0.9
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.73
Published local-market alignment69.7

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?

#14Tier 3 · Mixed modeled alignment69.2

Workout Anytime

Fitness · fixed-location membership fitness

No material positive local adjustment identifiedReduction -0.9 pts Target-market demand

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 baseline70.0
Target-market demand-0.8
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityDepends on the specific site, territory, or operating condition
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.15
Published local-market alignment69.2

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?

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
MetricRaw valuePeriodGeographyHow usedSource
Resident population estimate on July 1, 2025314,367peopleJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measuresCincinnati, OhioEvidence for Target-market demand, Territory quality [4]
Population change from the April 2020 estimate base to July 20251.5percentJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measuresCincinnati, OhioEvidence for Target-market demand [4]
Households in the 2020-2024 estimate period144,297householdsJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measuresCincinnati, OhioEvidence for Target-market demand, Territory quality [4]
Employer firms in reference year 20225,407employer firmsJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measuresCincinnati, OhioEvidence for Target-market demand, Referral ecosystem, Sales and customer acquisition [4]
Selected sector receipts and sales in 2022health 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 thousandsJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measuresCincinnati, OhioEvidence for Target-market demand, Referral ecosystem, Sales and customer acquisition [4]
Owner-occupied housing-unit rate39.8percentJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measuresCincinnati, OhioEvidence for Target-market demand, Property replacement-cycle demand [4]
Household income and poverty measuresmedian household income usd: 52,909; per capita income usd: 40,324; persons in poverty percent: 25.5mixedJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measuresCincinnati, OhioEvidence for Target-market demand [4]
Renter households spending at least 30 percent of income on gross rent among households with a computed ratio53.1percent of computable renter households2024 American Community Survey 1-year estimateCincinnati, OhioEvidence for Target-market demand [7]
Total housing units in the 2024 ACS 1-year estimate160,935housing units2024 American Community Survey 1-year estimateCincinnati, OhioEvidence for Target-market demand, Property replacement-cycle demand, Territory quality [5]
Median year structure built1,952year2024 American Community Survey 1-year estimateCincinnati, OhioEvidence for Property replacement-cycle demand [6]
Housing units constructed before 197068percent of housing units2024 American Community Survey 1-year estimateCincinnati, OhioEvidence for Property replacement-cycle demand, Labor and staffing friction [5]
Housing units constructed in 1939 or earlier41.7percent of housing units2024 American Community Survey 1-year estimateCincinnati, OhioEvidence for Property replacement-cycle demand, Labor and staffing friction [5]
Property owner responsibility for private sewer lateral repairProperty owners are responsible for private sewer laterals on private property, while licensed MSD sewer tappers are required for permit work.rule summaryCurrent requirements accessed August 2026MSD service area including CincinnatiEvidence for Property replacement-cycle demand, Regulatory and operating friction [9]
Average treated-water hardness by GCWW plantrichard 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: 8mixedCalendar year 2025 water-quality dataGCWW service area including CincinnatiEvidence for Property replacement-cycle demand [8]
MSD review and permit gates for sewer-related developmentrequest for availability examples: new construction, modification increasing or changing use, lot split; licensed tapper required: yesrule summaryCurrent requirements accessed August 2026MSD service area including CincinnatiEvidence for Real estate and site feasibility, Regulatory and operating friction [9]
MSD sewer tap permit fees by water-meter sizethree 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 omittedusdEffective January 1, 2026MSD service area including CincinnatiEvidence for Real estate and site feasibility, Regulatory and operating friction [10]
MSD building-sewer inspection fee scheduleminimum 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 ruleEffective January 1, 2026MSD service area including CincinnatiEvidence for Real estate and site feasibility, Regulatory and operating friction [11]
Selected major occupational-group mean hourly wagesall 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 hourMay 2025Cincinnati, OH-KY-IN MSAEvidence for Labor and staffing friction [12]
Property rules depend on base and overlay zoning districtsCincinnati 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 summaryCurrent zoning framework accessed August 2026Cincinnati, OhioEvidence for Real estate and site feasibility, Territory quality, Regulatory and operating friction [13] [3]
Locally designated historic inventoryindividual landmarks: 52; historic districts: 26designationsCurrent designated inventory accessed August 2026Cincinnati, OhioEvidence for Territory quality, Regulatory and operating friction [14]
Certificate of Appropriateness gate for local landmarksAll exterior changes and some publicly accessible interior changes at locally designated landmarks require Certificate of Appropriateness review against property-specific guidelines.rule summaryCurrent requirements accessed August 2026Locally designated Cincinnati landmarksEvidence for Real estate and site feasibility, Regulatory and operating friction [15]
Sign permit and zoning review requirementsBusiness signage generally requires permit and zoning review; historic status and exact sign characteristics can add review requirements.rule summaryCurrent permit guidance accessed August 2026Cincinnati premises and proposed signsEvidence for Real estate and site feasibility, Regulatory and operating friction [16] [13]
City contractor registration requirement and feeinitial non state licensed registration usd per year: 131.25; permit issuance requires applicable contractors registered: yes; exemptions apply: yesusd and ruleCurrent registration rules and fees accessed August 2026Cincinnati, OhioEvidence for Regulatory and operating friction [17]
City vendor and solicitation processdepartments supported approximate: 24; vendor registration required: yes; platforms: Vendor Self Service, Business Opportunities, Bonfire; solicitation types: ITB, RFP, RFQ, RFIprocess summaryCurrent procurement process accessed August 2026City of CincinnatiEvidence for Sales and customer acquisition, Referral ecosystem [18]
MSD anticipated ten-year capital-improvement pipelineanticipated capital improvements usd minimum: 1,000,000,000; horizon years: 10; solicitation targets: contractors, design builders, engineering firmsusd and horizonTen-year forward capital program accessed August 2026MSD service areaEvidence for Target-market demand, Sales and customer acquisition, Referral ecosystem [19]
University of Cincinnati official fall 2025 enrollmenttotal enrollment: 53,682; online learners: 9,534; undergraduate enrollment all campuses: 42,566studentsFall 2025 official enrollmentUniversity of Cincinnati, all campuses and onlineEvidence for Target-market demand, Referral ecosystem [20]
Cincinnati Children's workforce and patient activityemployees minimum: 19,500; patient encounters fy2025 minimum: 1,750,000; community benefit usd fy2024: 593,980,000mixedFiscal year 2025 with selected FY2024 community-benefit measuresCincinnati Children's health systemEvidence for Target-market demand, Referral ecosystem, Labor and staffing friction [21]
Commercial waste-hauler franchise requirementCommercial waste hauling, including commercial construction and demolition debris, requires a City franchise; unfranchised operation is a Class D civil offense.rule summaryCurrent ordinance and administrative rules accessed August 2026Cincinnati, OhioEvidence for Competitive environment, Regulatory and operating friction [22]
Current commercial-waste franchise holders listed by the City23franchise holdersCurrent list accessed August 2026Cincinnati, OhioEvidence for Competitive environment, Regulatory and operating friction [23]
Streetcar right-of-way work authorizationtrackway access authorization required: yes; dote right of way permit required: yes; training required for potential obstruction or encroachment: yesrule summaryCurrent requirements accessed August 2026Cincinnati Connector streetcar right-of-wayEvidence for Transportation, routing, and parking, Territory quality, Regulatory and operating friction [24]
Brent Spence Bridge Corridor construction timelineheavy 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: 3mixedHeavy construction beginning 2026; opening and completion milestones through 2033Brent Spence Bridge Corridor, Ohio and KentuckyEvidence for Transportation, routing, and parking, Territory quality [25]
Greater Cincinnati office vacancy in Q2 202625.9percentSecond quarter 2026Greater Cincinnati office marketEvidence for Target-market demand, Real estate and site feasibility, Territory quality [26]
Greater Cincinnati industrial vacancy estimates in Q2 2026cushman and wakefield percent: 5.1; cbre percent: 4; cbre availability percent: 5.6percentSecond quarter 2026Greater Cincinnati industrial marketEvidence 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

01

Measure the city

Collect reusable local metrics with source, period, geography, and confidence fields.

02

Profile each operating model

Map each franchise to controlled operating attributes and local sensitivities.

03

Apply scoreable effects

Score only effects that apply without an unresolved site, territory, customer, or project gate.

04

Preserve conditional effects

Keep location- or territory-dependent issues visible for diligence without automatically changing the score.

05

Test rank sensitivity

Remove one factor at a time from every concept and rerank using full-precision scores.

06

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

Tier 1 · Strongest modeled alignment80.0–100.0
Tier 2 · Favorable modeled alignment72.0–80.0
Tier 3 · Mixed modeled alignment64.0–72.0
Tier 4 · Higher-friction modeled alignment0.0–64.0

How factor rows are classified

Positive local adjustmentNegative local adjustmentMeasured; no meaningful local adjustmentEffect below the publication thresholdNot applicable to this operating modelDepends on the specific site, territory, or operating conditionNot included in the score
What “best” means here

“Best” means the strongest modeled local operating alignment among the franchise concepts assessed on this page.

Model 0.9.0 · Compiler 0.9.10-nonzero-markers-only · Analysis updated August 5, 2026

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

  1. 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.

  1. 1
    United States Structural Inefficiency and CRE Arbitrage AuditInternal or supplied research; not publicly accessible.
    Publisher
    User-supplied research material
    Data period
    Mixed periods; Cincinnati section supplied August 4, 2026
    Scope
    Cincinnati section within a multi-city research docket
    Locator
    Cincinnati, Ohio section, macro-physical, infrastructure, and smart-money subsections
    Source tier
    Tier 5 - supplied bespoke research
    Accessed
    August 4, 2026
  2. 2
    Jurisdictional Friction and Structural Capital Constraints: A Forensic Audit of Municipal Operating EnvironmentsInternal or supplied research; not publicly accessible.
    Publisher
    User-supplied research material
    Data period
    Mixed periods; Cincinnati section supplied August 4, 2026
    Scope
    Cincinnati section within a multi-city municipal audit
    Locator
    Cincinnati, Ohio subsections A-F, including MSD fee discussion
    Source tier
    Tier 5 - supplied bespoke research
    Accessed
    August 4, 2026
  3. 3
    Franchise neighborhood operating-condition recordsInternal or supplied research; not publicly accessible.

    Used for: Property rules depend on base and overlay zoning districts

    Publisher
    User-supplied research material
    Data period
    Mixed periods; supplied August 4, 2026
    Scope
    Selected Cincinnati neighborhoods and downtown
    Locator
    Cincinnati rows for Oakley, Hyde Park, Mount Adams, Northside, Clifton, and Downtown
    Source tier
    Tier 5 - supplied bespoke research
    Accessed
    August 4, 2026
  4. 4
    QuickFacts: 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

    Publisher
    U.S. Census Bureau
    Data period
    July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and receipts measures
    Scope
    Cincinnati city, Ohio
    Locator
    Population, housing, income, poverty, households, firms, receipts, and commuting tables
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  5. 5
    ACS 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

    Publisher
    U.S. Census Bureau
    Data period
    2024 American Community Survey 1-year estimate
    Scope
    Cincinnati city, Ohio
    Locator
    GEO_ID 1600000US3915000, housing-unit age cohorts
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  6. 6
    ACS 2024 1-Year Table B25035: Median Year Structure Built

    Used for: Median year structure built

    Publisher
    U.S. Census Bureau
    Data period
    2024 American Community Survey 1-year estimate
    Scope
    Cincinnati city, Ohio
    Locator
    GEO_ID 1600000US3915000, median year structure built
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  7. 7
    ACS 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

    Publisher
    U.S. Census Bureau
    Data period
    2024 American Community Survey 1-year estimate
    Scope
    Cincinnati city, Ohio
    Locator
    GEO_ID 1600000US3915000, renter cost-burden categories
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  8. 8
    2025 Water Quality Report

    Used for: Average treated-water hardness by GCWW plant

    Publisher
    Greater Cincinnati Water Works
    Published
    March 31, 2026
    Data period
    Calendar year 2025 water-quality data
    Scope
    GCWW service area, including the entire City of Cincinnati
    Locator
    Water hardness FAQ and treatment-plant averages
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  9. 9
    Development Services

    Used for: Property owner responsibility for private sewer lateral repair and MSD review and permit gates for sewer-related development

    Publisher
    Metropolitan Sewer District of Greater Cincinnati
    Data period
    Current requirements accessed August 2026
    Scope
    MSD service area, including Cincinnati
    Locator
    Sewer availability, tap permits, tapper licensing, plan review, and 2026 fee links
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  10. 10
    MSD Sewer Tap Permit Fees and Document Requirements

    Used for: MSD sewer tap permit fees by water-meter size

    Publisher
    Metropolitan Sewer District of Greater Cincinnati
    Published
    January 1, 2026
    Data period
    Effective January 1, 2026
    Scope
    MSD service area
    Locator
    Meter-size tap fees, inspection deposits, and document requirements
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  11. 11
    MSD Building Sewer Inspection Fees

    Used for: MSD building-sewer inspection fee schedule

    Publisher
    Metropolitan Sewer District of Greater Cincinnati
    Published
    January 1, 2026
    Data period
    Effective January 1, 2026
    Scope
    MSD service area
    Locator
    Inspection fees by building-sewer length
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  12. 12
    Occupational Employment and Wages in Cincinnati - May 2025

    Used for: Selected major occupational-group mean hourly wages

    Publisher
    U.S. Bureau of Labor Statistics
    Published
    July 20, 2026
    Data period
    May 2025
    Scope
    Cincinnati, OH-KY-IN Metropolitan Statistical Area
    Locator
    Table A major occupational groups and metropolitan-area definition
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  13. 13
    Zoning Administration

    Used for: Property rules depend on base and overlay zoning districts and Sign permit and zoning review requirements

    Publisher
    City of Cincinnati Department of City Planning and Engagement
    Data period
    Current zoning framework accessed August 2026
    Scope
    City of Cincinnati
    Locator
    Base districts, overlay districts, zoning review, and property-specific applicability
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  14. 14
    Local Historic Designation

    Used for: Locally designated historic inventory

    Publisher
    City of Cincinnati Department of City Planning and Engagement
    Data period
    Current designated inventory accessed August 2026
    Scope
    City of Cincinnati
    Locator
    Count of individual landmarks and local historic districts
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  15. 15
    Local Historic Landmarks

    Used for: Certificate of Appropriateness gate for local landmarks

    Publisher
    City of Cincinnati Department of City Planning and Engagement
    Data period
    Current requirements accessed August 2026
    Scope
    Locally designated Cincinnati landmarks
    Locator
    Certificate of Appropriateness requirement for exterior and selected interior changes
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  16. 16
    Frequently Asked Questions

    Used for: Sign permit and zoning review requirements

    Publisher
    City of Cincinnati Buildings and Inspections
    Data period
    Current permit guidance accessed August 2026
    Scope
    City of Cincinnati
    Locator
    Sign permit, zoning, historic review, and pre-development guidance
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  17. 17
    Contractor Registration

    Used for: City contractor registration requirement and fee

    Publisher
    City of Cincinnati Buildings and Inspections
    Data period
    Current registration rules and fees accessed August 2026
    Scope
    City of Cincinnati
    Locator
    Registration requirement, exemptions, validity, and annual fee
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  18. 18
    Office of Procurement and Vendor Registration

    Used for: City vendor and solicitation process

    Publisher
    City of Cincinnati Office of Procurement
    Data period
    Current procurement process accessed August 2026
    Scope
    City of Cincinnati agencies
    Locator
    Approximately 24 departments; VSS, Business Opportunities, and Bonfire portals
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  19. 19
    Upcoming Major Projects

    Used for: MSD anticipated ten-year capital-improvement pipeline

    Publisher
    Metropolitan Sewer District of Greater Cincinnati
    Data period
    Ten-year forward capital program accessed August 2026
    Scope
    MSD service area
    Locator
    More than $1 billion in anticipated capital improvements and solicitation types
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  20. 20
    Another record year of enrollment for the University of Cincinnati

    Used for: University of Cincinnati official fall 2025 enrollment

    Publisher
    University of Cincinnati
    Published
    September 15, 2025
    Data period
    Fall 2025 official enrollment
    Scope
    University-wide, including main, regional, online, and College Credit Plus enrollment
    Locator
    Official headcount and campus/online breakdown
    Source tier
    Tier 2 - recognized institution
    Accessed
    August 4, 2026
  21. 21
    Cincinnati Children's shares Community Impact Report

    Used for: Cincinnati Children's workforce and patient activity

    Publisher
    Cincinnati Children's
    Published
    June 9, 2026
    Data period
    Fiscal year 2025 with selected FY2024 community-benefit measures
    Scope
    Cincinnati-based regional health system
    Locator
    Workforce, patient encounters, community benefit, and regional-site limitations
    Source tier
    Tier 2 - recognized institution
    Accessed
    August 4, 2026
  22. 22
    Commercial Waste Hauler Program

    Used for: Commercial waste-hauler franchise requirement

    Publisher
    City of Cincinnati Office of Environment and Sustainability
    Data period
    Current ordinance and administrative rules accessed August 2026
    Scope
    City of Cincinnati
    Locator
    CMC Chapter 730 franchise requirement, covered services, and civil-offense statement
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  23. 23
    Current Franchise Holders

    Used for: Current commercial-waste franchise holders listed by the City

    Publisher
    City of Cincinnati Office of Environment and Sustainability
    Data period
    Current list accessed August 2026
    Scope
    City of Cincinnati
    Locator
    Current commercial-waste franchise-holder table
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  24. 24
    Streetcar Trackway Access Authorization Requirements

    Used for: Streetcar right-of-way work authorization

    Publisher
    City of Cincinnati Department of Transportation and Engineering
    Data period
    Current requirements accessed August 2026
    Scope
    Cincinnati Connector streetcar right-of-way alignment
    Locator
    Trackway Access Authorization and DOTE right-of-way permit requirements
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  25. 25
    Brent Spence Bridge Corridor Fact Sheet and Timeline

    Used for: Brent Spence Bridge Corridor construction timeline

    Publisher
    Brent Spence Bridge Corridor Project
    Data period
    Heavy construction beginning 2026; opening and completion milestones through 2033
    Scope
    Eight-mile I-71/75 corridor in Ohio and Kentucky, including approximately three miles in Ohio
    Locator
    Construction start, companion-bridge opening, and approach-work completion milestones
    Source tier
    Tier 1 - government
    Accessed
    August 4, 2026
  26. 26
    Cincinnati MarketBeat Reports

    Used for: Greater Cincinnati office vacancy in Q2 2026 and Greater Cincinnati industrial vacancy estimates in Q2 2026

    Publisher
    Cushman & Wakefield
    Published
    July 24, 2026
    Data period
    Second quarter 2026
    Scope
    Greater Cincinnati commercial real-estate market
    Locator
    Office and industrial vacancy summaries
    Source tier
    Tier 3 - credible industry
    Accessed
    August 4, 2026
  27. 27
    Cincinnati Industrial Figures Q2 2026

    Used for: Greater Cincinnati industrial vacancy estimates in Q2 2026

    Publisher
    CBRE
    Data period
    Second quarter 2026
    Scope
    Greater Cincinnati industrial market
    Locator
    Vacancy, availability, net absorption, leasing, and size-distribution commentary
    Source tier
    Tier 3 - credible industry
    Accessed
    August 4, 2026

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