Local operating-model alignment analysis

Best Franchise Opportunities We Assessed in Kansas City, Missouri

We compared 14 franchise concepts for Kansas City, Missouri. Local business demand was a leading positive mechanism. Legacy-system service complexity was a leading operating constraint.

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
20Sources used
15Primary sources
27Local 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

70.1 average across 2 concepts

Largest positive factorTarget-market demand

1.1 points average among 10 affected concepts

Largest negative factorLabor and staffing friction

0.3 points average reduction among 7 affected concepts

Most assumption-sensitive rankRainbow International Restoration

Tested rank range spans 11 positions

Executive conclusion

What the ranking means for Kansas City, Missouri

City Wide, FASTSIGNS, and Jan-Pro International produced the highest modeled local-alignment scores in the evaluated set. Local business demand was the strongest positive scored mechanism among 10 exposed concepts, adding 1.1 points on average. One important asymmetry was that the same local condition supported replacement and repair demand while also creating legacy-system service complexity. City Wide was especially relationship-sensitive: removing local business demand moved it from #1 to #9 in the full model rerun. These scores describe local operating alignment, not expected returns or overall franchise quality; the offered territory and franchise economics still require separate diligence.

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 managementInvestment: $229,729–$410,730
72.3Tier 2 · Favorable modeled alignment
+2.3 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
2FASTSIGNSSigns and graphicsInvestment: $231,226–$386,285
72.1Tier 2 · Favorable modeled alignment
+2.1 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
3Jan-Pro InternationalCommercial cleaningInvestment: $130,000–$421,500
72.0Tier 2 · Favorable modeled alignment
+2.0 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
4ActionCOACHBusiness coachingInvestment: $71,668–$303,513
71.9Tier 3 · Mixed modeled alignment
+1.9 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
5HomeSmilesProperty maintenance servicesInvestment: $148,110–$201,800
71.2Tier 3 · Mixed modeled alignment
+1.2 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
6ZOOM DRAINDrain and sewer serviceInvestment: $266,250–$570,500
70.4Tier 3 · Mixed modeled alignment
+0.4 ptsTarget-market demand -0.4 ptsLabor and staffing friction Moderate evidence confidence
7Pillar To Post Home InspectorsHome inspectionInvestment: $102,690–$134,290
70.3Tier 3 · Mixed modeled alignment
+0.2 ptsTarget-market demand -0.1 ptsLabor and staffing friction Moderate evidence confidence
8Tiger AdjustersPublic insurance adjustingInvestment: $43,050–$159,500
70.3Tier 3 · Mixed modeled alignment
+0.3 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
9Mr. RooterPlumbingInvestment: $152,900–$298,675
70.3Tier 3 · Mixed modeled alignment
+0.4 ptsProperty replacement-cycle demand -0.4 ptsLabor and staffing friction Moderate evidence confidence
10Aire ServHVAC installation, repair, and maintenanceInvestment: $113,308–$271,708
70.3Tier 3 · Mixed modeled alignment
+0.4 ptsProperty replacement-cycle demand -0.5 ptsLabor and staffing friction Moderate evidence confidence

View all 14 score calculations

Conditions that changed the analysis

What mattered most in Kansas City, Missouri

01

Large resident, household, and employer-firm base supports broad local business demand

This relationship affected 10 concepts and added 1.1 points on average among those exposed. Local evidence: Employer firms in reference year 2022: 8,946 employer firms. [4]

02

A majority of the city housing stock predates 1970, supporting recurring replacement demand and older-system complexity

The same local condition created complementary effects: replacement and repair demand supported exposed concepts while legacy-system service complexity constrained others. [5]

03

asset-light-b2b

This operating-model cluster separated from the broader set because its exposure to local support and constraints differed. The strongest positive factor was target-market demand, while the main constraint was property replacement-cycle demand. [4]

Evidence behind the city mechanisms

Large resident, household, and employer-firm base supports broad local business demand1 modeled effect
Local business demandTarget-market demand
A majority of the city housing stock predates 1970, supporting recurring replacement demand and older-system complexity3 local facts · 2 modeled effects · 1 source
  • Total housing units in the 2024 ACS estimate: 246,544 housing units [5]
  • Housing units built in 1969 or earlier: housing units: 126,737; share: 51.4 housing units and percent [5]
  • Housing units built in 1959 or earlier: housing units: 96,153; share: 39 housing units and percent [5]
Replacement and repair demandProperty replacement-cycle demand
Legacy-system service complexityLabor and staffing friction

Compare all assessed concepts

Local impact by franchise concept

14 concepts shown. Expand a concept to see the score-changing factors and their modeled drivers; the full audit ledger stays collapsed.

#1Tier 2 · Favorable modeled alignment72.3

City Wide

Facility management · B2B facility management and vendor coordination

Initial investment: $229,729–$410,730

Increase +2.3 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Target-market demand
  • Local business demand Evidence+2.3 pts
    Primary modeled driverRelationship test: #1 → #9
+2.3 pts
Net local movement+2.32 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

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+2.3
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score72.32
Published local-market alignment72.3

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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +2.3 pts
Tested rank range
#1–#9
#2Tier 2 · Favorable modeled alignment72.1

FASTSIGNS

Signs and graphics · B2B production and installation center

Initial investment: $231,226–$386,285

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

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Target-market demand
  • Local business demand Evidence+2.1 pts
    Primary modeled driverRelationship test: #2 → #7
+2.1 pts
Net local movement+2.10 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Item 19 — Financial Performance Representation
2 images
Full calculation and evidence confidence

Audit layer

Full factor ledger

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 frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score72.10
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
Strong
Factor Research Coverage
Adequate
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
#2–#7
#3Tier 2 · Favorable modeled alignment72.0

Jan-Pro International

Commercial cleaning · recurring commercial route service

Initial investment: $130,000–$421,500

Increase +2.0 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Target-market demand
  • Local business demand Evidence+2.0 pts
    Primary modeled driverRelationship test: #3 → #10
+2.0 pts
Net local movement+2.03 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
1 image
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

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+2.0
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score72.03
Published local-market alignment72.0

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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +2.0 pts
Tested rank range
#3–#10
#4Tier 3 · Mixed modeled alignment71.9

ActionCOACH

Business coaching · home-based B2B advisory

Initial investment: $71,668–$303,513

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

Rank sensitivity: Moderately sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Target-market demand
  • Local business demand Evidence+1.9 pts
    Primary modeled driverRelationship test: #4 → #6
+1.9 pts
Net local movement+1.87 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

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 frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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
Strong
Factor Research Coverage
Adequate
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
#4–#6
#5Tier 3 · Mixed modeled alignment71.2

HomeSmiles

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

Initial investment: $148,110–$201,800

Increase +1.2 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Stable

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Target-market demand
  • Local business demand Evidence+1.2 pts
    Primary modeled driverRelationship test: #5 → #4
+1.2 pts
Net local movement+1.24 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

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+1.2
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score71.24
Published local-market alignment71.2

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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +1.2 pts
Tested rank range
#4–#5
#6Tier 3 · Mixed modeled alignment70.4

ZOOM DRAIN

Drain and sewer service · emergency skilled-trade route service

Initial investment: $266,250–$570,500

Increase +0.4 pts Target-market demandReduction -0.4 pts Labor and staffing friction

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Target-market demand
  • Local business demand Evidence+0.4 pts
    Primary modeled driverRelationship test: #6 → #11
+0.4 pts
Labor and staffing friction
  • Legacy-system service complexity Evidence-0.4 pts
-0.4 pts
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.4 pts
+0.4 pts
Net local movement+0.41 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

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+0.4
Competitive environmentNot included in the score
Labor and staffing friction-0.4
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score70.41
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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.4 pts
Tested rank range
#6–#11
#7Tier 3 · Mixed modeled alignment70.3

Pillar To Post Home Inspectors

Home inspection · mobile property inspection service

Initial investment: $102,690–$134,290

Increase +0.2 pts Target-market demandReduction -0.1 pts Labor and staffing friction

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Target-market demand
  • Local business demand Evidence+0.2 pts
    Primary modeled driverRelationship test: #7 → #2
+0.2 pts
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.2 pts
+0.2 pts
Labor and staffing friction
  • Legacy-system service complexity Evidence-0.1 pts
-0.1 pts
Net local movement+0.28 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 19 — Financial Performance Representation
1 image
Public company data assessed
2 sources
Full calculation and evidence confidence

Audit layer

Full factor ledger

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+0.2
Competitive environmentNot included in the score
Labor and staffing friction-0.1
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score70.28
Published local-market alignment70.3

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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.2 pts
Tested rank range
#2–#9
#8Tier 3 · Mixed modeled alignment70.3

Tiger Adjusters

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

Initial investment: $43,050–$159,500

Increase +0.3 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Target-market demand
  • Local business demand Evidence+0.3 pts
    Primary modeled driverRelationship test: #8 → #5
+0.3 pts
Net local movement+0.28 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 19 — Financial Performance Representation
1 image
Public company data assessed
1 source
Full calculation and evidence confidence

Audit layer

Full factor ledger

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 frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score70.28
Published local-market alignment70.3

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
Strong
Factor Research Coverage
Adequate
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
#5–#13
#9Tier 3 · Mixed modeled alignment70.3

Mr. Rooter

Plumbing · scheduled and emergency skilled-trade service

Initial investment: $152,900–$298,675

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

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Labor and staffing friction
  • Legacy-system service complexity Evidence-0.4 pts
    Primary modeled driverRelationship test: #9 → #8
-0.4 pts
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.4 pts
+0.4 pts
Target-market demand+0.3 pts
Net local movement+0.27 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

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+0.4
Competitive environmentNot included in the score
Labor and staffing friction-0.4
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score70.27
Published local-market alignment70.3

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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Labor and staffing friction -0.4 pts
Tested rank range
#8–#12
#10Tier 3 · Mixed modeled alignment70.3

Aire Serv

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

Initial investment: $113,308–$271,708

Increase +0.4 pts Property replacement-cycle demandReduction -0.5 pts Labor and staffing friction

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Labor and staffing friction
  • Legacy-system service complexity Evidence-0.5 pts
    Primary modeled driverRelationship test: #10 → #7
-0.5 pts
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.4 pts
+0.4 pts
Target-market demand+0.4 pts
Net local movement+0.26 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
1 image
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Item 19 — Financial Performance Representation
1 image
Public company data assessed
1 source
Full calculation and evidence confidence

Audit layer

Full factor ledger

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+0.4
Competitive environmentNot included in the score
Labor and staffing friction-0.5
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score70.26
Published local-market alignment70.3

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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Labor and staffing friction -0.5 pts
Tested rank range
#7–#13
#11Tier 3 · Mixed modeled alignment70.1

Rainbow International Restoration

Restoration · emergency property restoration

Initial investment: $185,336–$351,900

Increase +0.3 pts Property replacement-cycle demandReduction -0.2 pts Labor and staffing friction

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.3 pts
    Primary modeled driverRelationship test: #11 → #12
+0.3 pts
Labor and staffing friction
  • Legacy-system service complexity Evidence-0.2 pts
-0.2 pts
Net local movement+0.11 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

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+0.3
Competitive environmentNot included in the score
Labor and staffing friction-0.2
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score70.11
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
Strong
Factor Research Coverage
Adequate
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
#1–#12
#12Tier 3 · Mixed modeled alignment70.1

PuroClean

Restoration · emergency property restoration

Initial investment: $54,575–$262,145

Increase +0.3 pts Property replacement-cycle demandReduction -0.2 pts Labor and staffing friction

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.3 pts
    Primary modeled driverRelationship test: #12 → #13
+0.3 pts
Labor and staffing friction
  • Legacy-system service complexity Evidence-0.2 pts
-0.2 pts
Net local movement+0.09 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

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+0.3
Competitive environmentNot included in the score
Labor and staffing friction-0.2
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score70.09
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
Strong
Factor Research Coverage
Adequate
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
#3–#13
#13Tier 3 · Mixed modeled alignment70.0

Workout Anytime

Fitness · fixed-location membership fitness

Initial investment: $1,060,850–$1,840,550

No material positive local adjustment identifiedNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

No material scored local adjustment was identified for this concept.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

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 demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score70.00
Published local-market alignment70.0

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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
0.0 pts
Tested rank range
#8–#14
#14Tier 3 · Mixed modeled alignment69.8

Mister Sparky Electric

Electrical · skilled-trade home service

Increase +0.3 pts Property replacement-cycle demandReduction -0.5 pts Labor and staffing friction

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Labor and staffing friction
  • Legacy-system service complexity Evidence-0.5 pts
    Primary modeled driverRelationship test: #14 → #10
-0.5 pts
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.3 pts
+0.3 pts
Net local movement-0.15 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Full calculation and evidence confidence

Audit layer

Full factor ledger

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+0.3
Competitive environmentNot included in the score
Labor and staffing friction-0.5
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score69.85
Published local-market alignment69.8

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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Labor and staffing friction -0.5 pts
Tested rank range
#10–#14

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+2.3
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingMeasured; no meaningful local adjustment
Real estate and site feasibilityMeasured; no meaningful local adjustment
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
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 score72.32
Published local-market alignment72.3

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.

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.

Observed model effectPositive local support

Target-market demand

We tested how much of the city’s theoretical customer and business demand remained usable after operating friction.

Why concepts react differently

We applied a measurable adjustment to 10 of 14 concepts. When we neutralized the factor and recalculated the table, 12 concepts changed position. City Wide moved from #1 to #8, the largest movement among concepts directly affected by this factor.

Concepts adjusted10 of 14
Average among affected+1.1 pts
Average across all concepts+0.8 pts
Concepts changing rank12

What we observed

  • Resident Population Estimate On July 1, 2025521,220 people
  • Estimated Households In The 2020 2024 Period221,979 households
  • Employer Firms In Reference Year 20228,946 employer firms

Concepts helped most

City WideFacility management
+2.3 pts
FASTSIGNSSigns and graphics
+2.1 pts
Jan-Pro InternationalCommercial cleaning
+2.0 pts
ActionCOACHBusiness coaching
+1.9 pts
HomeSmilesProperty maintenance services
+1.2 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

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

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 · +2.3 pts1#2 FASTSIGNS · Target-market demand · +2.1 pts2#3 Jan-Pro International · Target-market demand · +2.0 pts3#4 ActionCOACH · Target-market demand · +1.9 pts4#5 HomeSmiles · Target-market demand · +1.2 pts5#6 ZOOM DRAIN · Target-market demand · +0.4 pts6#7 Pillar To Post Home Inspectors · Target-market demand · +0.2 pts7#8 Tiger Adjusters · Target-market demand · +0.3 pts8#9 Mr. Rooter · Target-market demand · +0.3 pts9#10 Aire Serv · Target-market demand · +0.4 pts10
Property replacement-cycle demand
#6 ZOOM DRAIN · Property replacement-cycle demand · +0.4 pts6#7 Pillar To Post Home Inspectors · Property replacement-cycle demand · +0.2 pts7#9 Mr. Rooter · Property replacement-cycle demand · +0.4 pts9#10 Aire Serv · Property replacement-cycle demand · +0.4 pts10#11 Rainbow International Restoration · Property replacement-cycle demand · +0.3 pts11#12 PuroClean · Property replacement-cycle demand · +0.3 pts12#14 Mister Sparky Electric · Property replacement-cycle demand · +0.3 pts14
Labor and staffing friction
#6 ZOOM DRAIN · Labor and staffing friction · -0.4 pts6#7 Pillar To Post Home Inspectors · Labor and staffing friction · -0.1 pts7#9 Mr. Rooter · Labor and staffing friction · -0.4 pts9#10 Aire Serv · Labor and staffing friction · -0.5 pts10#11 Rainbow International Restoration · Labor and staffing friction · -0.2 pts11#12 PuroClean · Labor and staffing friction · -0.2 pts12#14 Mister Sparky Electric · Labor and staffing friction · -0.5 pts14
Primary source records by factorTarget-market demand: [4] [5] [8] [17] [1] [3]Property replacement-cycle demand: [5] [4] [15] [16] [20] [1]Competitive environment: [4] [8] [9] [3]Labor and staffing friction: [6] [7] [2] [4]Transportation, routing, and parking: [4] [18] [9] [1] [3]Real estate and site feasibility: [8] [9] [12] [13] [14] [15] [16] [1]Sales and customer acquisition: [4] [17] [3]Referral ecosystem: [4] [17] [3]Territory quality: [4] [10] [12] [13] [15] [18] [8] [3]Regulatory and operating friction: [10] [11] [12] [13] [14] [15] [16] [19] [7] [2]
View the chart data as a table
ConceptTarget-market demandProperty replacement-cycle demandLabor and staffing friction
#1 City Wide+2.3 pts——
#2 FASTSIGNS+2.1 pts——
#3 Jan-Pro International+2.0 pts——
#4 ActionCOACH+1.9 pts——
#5 HomeSmiles+1.2 pts——
#6 ZOOM DRAIN+0.4 pts+0.4 pts-0.4 pts
#7 Pillar To Post Home Inspectors+0.2 pts+0.2 pts-0.1 pts
#8 Tiger Adjusters+0.3 pts——
#9 Mr. Rooter+0.3 pts+0.4 pts-0.4 pts
#10 Aire Serv+0.4 pts+0.4 pts-0.5 pts
#11 Rainbow International Restoration—+0.3 pts-0.2 pts
#12 PuroClean—+0.3 pts-0.2 pts
#13 Workout Anytime———
#14 Mister Sparky Electric—+0.3 pts-0.5 pts

Interpretation

How to interpret the result

City Wide, FASTSIGNS, Jan-Pro International 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, FASTSIGNS, Jan-Pro International; their ranks move more widely when individual factors are neutralized.

Category comparisons

Best franchise categories we assessed in Kansas City, Missouri

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 Kansas City, Missouri

70.1

2 Restoration concepts qualified for comparison, with scores ranging from 70.1 to 70.1. Rainbow International Restoration ranked highest at 70.1. Property replacement-cycle demand added 0.3 points on average among the affected concepts. Labor and staffing friction reduced the exposed concepts by 0.2 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
70.1–70.1
Category average
70.1
Rainbow International Restoration70.1
PuroClean70.1

Metric registry

The 27 local metrics behind this analysis

The registry shows each public metric’s raw value, period, geography, source, and its actual role in the compiled analysis.

View all local metrics
MetricRaw valuePeriodGeographyRole in analysisSource
Resident population estimate on July 1, 2025521,220people2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measuresKansas City, MissouriUsed in scoring [4]
Population change from the April 2020 estimate base to July 20252.6percent2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measuresKansas City, MissouriContext only [4]
Estimated households in the 2020-2024 period221,979households2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measuresKansas City, MissouriUsed in scoring [4]
Land area in 2020314.7square miles2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measuresKansas City, MissouriConditional relationship [4]
Owner-occupied housing unit rate55.4percent2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measuresKansas City, MissouriSupports modeled relationship [4]
Median household income in 2024 dollars69,166usd per household2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measuresKansas City, MissouriContext only [4]
Persons in poverty14.6percent of population2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measuresKansas City, MissouriContext only [4]
Employer firms in reference year 20228,946employer firms2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measuresKansas City, MissouriUsed in scoring [4]
Selected sector receipts or revenue in 2022health care and social assistance: 8,624,248,000; transportation and warehousing: 2,477,521,000; accommodation and food services sales: 2,264,838,000usd2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measuresKansas City, MissouriUsed in scoring [4]
Total retail sales in 202213,706,329,000usd2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measuresKansas City, MissouriContext only [4]
Total housing units in the 2024 ACS estimate246,544housing unitsCalendar year 2024 American Community Survey estimatesKansas City, MissouriSupports modeled relationship [5]
Housing units built in 1969 or earlierhousing units: 126,737; share: 51.4housing units and percentCalendar year 2024 American Community Survey estimatesKansas City, MissouriSupports modeled relationship [5]
Housing units built in 1959 or earlierhousing units: 96,153; share: 39housing units and percentCalendar year 2024 American Community Survey estimatesKansas City, MissouriSupports modeled relationship [5]
Mean travel time to work for workers age 16 and older21.7minutes2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measuresKansas City, MissouriContext only [4]
Mean hourly wage for all occupations in May 2024kansas city metro: 30.78; united states: 32.66usd per hourMay 2024 Occupational Employment and Wage StatisticsKansas City, MO-KS Metropolitan Statistical AreaContext only [6]
Mean hourly wages for selected lower-paid major occupational groups in May 2024food preparation and serving related: 16.41; personal care and service: 17.67; healthcare support: 18.76usd per hourMay 2024 Occupational Employment and Wage StatisticsKansas City, MO-KS Metropolitan Statistical AreaContext only [6]
Missouri minimum wage effective in 2026 for covered employers15usd per hourRate effective January 1 through December 31, 2026MissouriContext only [7]
Kansas City office market conditions in Q2 2026overall vacancy rate: 17.1; quarterly net absorption sqft: 57,000; year over year vacancy change percentage points: -1; overall asking rent usd per sqft per year: 23.69; suburban net absorption sqft: 73,000mixed market metricsSecond quarter 2026Kansas City office marketContext only [8]
Kansas City industrial market conditions in Q2 2026overall vacancy rate: 4.5; quarterly net absorption sqft: 1,700,000; deliveries sqft: 1,400,000; overall asking rent usd per sqft per year: 5.43mixed market metricsSecond quarter 2026Kansas City industrial marketContext only [9]
Annual energy and water benchmarking requirement for covered nonmunicipal buildingsminimum individual building size sqft: 50,000; covered types: institutional, commercial, industrial, multifamily; annual due date: May 1; reporting period: previous calendar yearregulatory conditionsCurrent compliance rules accessed August 2026; annual reporting of prior calendar-year dataKansas City, MissouriConditional relationship [10]
Energy audits and retrofits are not required by the benchmarking ordinancenomandatory audit or retrofitCurrent FAQ accessed August 2026Kansas City, MissouriConditional relationship [11]
Arterial Street Impact Fee applies to new residential and commercial developmentnonresidential measure: gross floor area per 1,000 square feet; fee basis: land-use-specific unit cost with published 50 percent discounted fee; purpose: additional roadway capacity serving new developmentregulatory formulaCurrent Chapter 39 guidance accessed August 2026Kansas City, MissouriConditional relationship [12] [2]
Exterior changes visible from the public right-of-way at locally listed historic properties require historic reviewreview body: Historic Preservation Commission; required approval: Certificate of Appropriateness; building permit dependency: yesregulatory conditionsCurrent historic review guidance accessed August 2026Kansas City Register landmarks and local historic districtsConditional relationship [13] [14]
Properties in FEMA special flood hazard areas may require an additional permit and review processproperty lookup: KCMO Parcel Viewer floodplain layer; covered project context: new construction, substantial improvement, flood damage repairregulatory conditionsCurrent floodplain mapping and permit guidance accessed August 2026FEMA special flood hazard areas in Kansas City, MissouriConditional relationship [15] [16]
Covered floodplain development must elevate service equipment above base flood elevationminimum elevation above base flood feet: 1; equipment examples: electrical, heating, ventilation, plumbing, air conditioning; project status: new construction, substantial improvementfeet and conditionsRules passed February 26, 2026A, AE, AO, and AH flood zones in Kansas City, MissouriContext only [16]
Kansas City procures construction and non-construction goods and services through public bidding and RFP/RFQ processessupplier registration required: yes; solicitation systems: Bonfire, Online Contract Advertising System, KCMO Plan Room; opportunity examples: landscaping, facility repair, maintenance, roadwork, drainage, water main replacementprocurement conditionsCurrent procurement workflow accessed August 2026City of Kansas City, MissouriContext only [17]
Documented 2026 stadium-area World Cup road and neighborhood-access restrictions were time-limited and have endedmatch dates end: 2026-07-11; continuous lewis road closure end: 2026-07-12; status on research date: historical contextdates and statusTemporary FIFA World Cup match-day restrictions ending July 12, 2026Kansas City stadium areaContext only [18]

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.

How the common baseline becomes a city-specific score

Every concept starts from the same 70.0 reference point, so differences come only from modeled local interactions. In this city, City Wide reached 72.32 after target-market demand +2.3 pts. The current model caps total local movement at ±18.0 points. The score 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 0.15.1-franchise-image-filter · Report generated August 19, 2026 (site timezone)

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 19, 2026Added compiler-derived decision intelligence and observation usage mapping., Changed factor sensitivity and channel counterfactuals to full model reruns., Added data-dependent city content signals while preserving legacy public report fields., and Added model-owned semantic compatibility gates and backward-compatible channel-level evidence attribution.

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
    Supplied research material
    Data period
    Supplied multi-city research docket; Kansas City section undated
    Scope
    Kansas City, Missouri section within a multi-city docket
    Locator
    Kansas City, Missouri section between Manhattan and Cleveland
    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.

    Used for: Arterial Street Impact Fee applies to new residential and commercial development

    Publisher
    Supplied research material
    Data period
    Supplied multi-city municipal research docket; Kansas City section undated
    Scope
    Kansas City, Missouri section within a multi-city docket
    Locator
    Section 6, Kansas City, Missouri
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 4, 2026
  3. 3
    Franchise neighborhood operating evidence tableInternal or supplied research; not publicly accessible.
    Publisher
    Supplied research material
    Data period
    Undated supplied neighborhood rows
    Scope
    Selected Kansas City neighborhoods
    Locator
    Kansas City rows for Crossroads Arts District, Brookside, Waldo, Westport, Plaza, and Power & Light
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 4, 2026
  4. 4
    QuickFacts: Kansas City city, Missouri

    Used for: Resident population estimate on July 1, 2025, Population change from the April 2020 estimate base to July 2025, Estimated households in the 2020-2024 period, Land area in 2020, and Owner-occupied housing unit rate

    Publisher
    U.S. Census Bureau
    Published
    May 14, 2026
    Data period
    2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measures
    Scope
    Kansas City city, Missouri
    Locator
    Population, housing, economy, business, transportation, income, and geography tables
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  5. 5
    Selected Housing Characteristics, ACS 1-Year Estimates, Table DP04

    Used for: Total housing units in the 2024 ACS estimate, Housing units built in 1969 or earlier, and Housing units built in 1959 or earlier

    Publisher
    U.S. Census Bureau
    Data period
    Calendar year 2024 American Community Survey estimates
    Scope
    Kansas City city, Missouri
    Locator
    Total housing units and year-structure-built rows
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  6. 6
    Occupational Employment and Wages in Kansas City — May 2024

    Used for: Mean hourly wage for all occupations in May 2024 and Mean hourly wages for selected lower-paid major occupational groups in May 2024

    Publisher
    U.S. Bureau of Labor Statistics
    Published
    June 27, 2025
    Data period
    May 2024 Occupational Employment and Wage Statistics
    Scope
    Kansas City, MO-KS Metropolitan Statistical Area
    Locator
    Average hourly wage, major occupational wages, and occupational employment shares
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  7. 7
    Minimum Wage

    Used for: Missouri minimum wage effective in 2026 for covered employers

    Publisher
    Missouri Department of Labor and Industrial Relations
    Data period
    Rate effective January 1 through December 31, 2026
    Scope
    Missouri
    Locator
    2026 minimum wage and covered-employer guidance
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  8. 8
    Kansas City Office Figures Q2 2026

    Used for: Kansas City office market conditions in Q2 2026

    Publisher
    CBRE
    Published
    July 8, 2026
    Data period
    Second quarter 2026
    Scope
    Kansas City office market
    Locator
    Overall vacancy, absorption, asking rents, and suburban concentration
    Source tier
    Tier 3 · credible industry
    Accessed
    August 4, 2026
  9. 9
    Kansas City Industrial Figures Q2 2026

    Used for: Kansas City industrial market conditions in Q2 2026

    Publisher
    CBRE
    Published
    July 8, 2026
    Data period
    Second quarter 2026
    Scope
    Kansas City industrial market
    Locator
    Overall vacancy, absorption, deliveries, and asking rents
    Source tier
    Tier 3 · credible industry
    Accessed
    August 4, 2026
  10. 10
    Energy Benchmarking Compliance Home

    Used for: Annual energy and water benchmarking requirement for covered nonmunicipal buildings

    Publisher
    City of Kansas City, Missouri
    Data period
    Current compliance rules accessed August 2026; annual reporting of prior calendar-year data
    Scope
    Kansas City, Missouri municipality
    Locator
    Covered building types, size thresholds, annual May 1 deadline, and submission process
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  11. 11
    Benchmarking FAQ

    Used for: Energy audits and retrofits are not required by the benchmarking ordinance

    Publisher
    City of Kansas City, Missouri
    Data period
    Current FAQ accessed August 2026
    Scope
    Kansas City, Missouri municipality
    Locator
    Audit and retrofit requirements; building-complex threshold interpretation
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  12. 12
    Major Infrastructure - Plan Review: Arterial Street Impact Fees and Credits

    Used for: Arterial Street Impact Fee applies to new residential and commercial development

    Publisher
    City of Kansas City, Missouri
    Data period
    Current Chapter 39 guidance accessed August 2026
    Scope
    Kansas City, Missouri municipality
    Locator
    Arterial Street Impact Fee applicability and nonresidential calculation formula
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  13. 13
    Historic Preservation Office

    Used for: Exterior changes visible from the public right-of-way at locally listed historic properties require historic review

    Publisher
    City of Kansas City, Missouri
    Data period
    Current historic review guidance accessed August 2026
    Scope
    Locally designated historic properties in Kansas City, Missouri
    Locator
    Historic status lookup and exterior-change review trigger
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  14. 14
    Historic Design Review

    Used for: Exterior changes visible from the public right-of-way at locally listed historic properties require historic review

    Publisher
    City of Kansas City, Missouri
    Data period
    Current historic design review process accessed August 2026
    Scope
    Kansas City Register landmarks and local historic districts
    Locator
    Certificate of Appropriateness and building-permit dependency
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  15. 15
    Floodplains and Flood Recovery

    Used for: Properties in FEMA special flood hazard areas may require an additional permit and review process

    Publisher
    City of Kansas City, Missouri
    Data period
    Current floodplain mapping and permit guidance accessed August 2026
    Scope
    Mapped flood-risk properties in Kansas City, Missouri
    Locator
    Parcel-level floodplain lookup, insurance guidance, and special flood hazard permitting
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  16. 16
    Ordinance 260196: Floodplain Management Amendments

    Used for: Properties in FEMA special flood hazard areas may require an additional permit and review process and Covered floodplain development must elevate service equipment above base flood elevation

    Publisher
    Kansas City, Missouri City Clerk
    Published
    February 26, 2026
    Data period
    Rules passed February 26, 2026
    Scope
    Special flood hazard areas in Kansas City, Missouri
    Locator
    Sections 28-51 through 28-53; new construction, substantial improvements, and mechanical-equipment elevation
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  17. 17
    Procurement

    Used for: Kansas City procures construction and non-construction goods and services through public bidding and RFP/RFQ processes

    Publisher
    City of Kansas City, Missouri
    Data period
    Current procurement workflow accessed August 2026
    Scope
    Kansas City municipal procurement
    Locator
    Supplier registration, public bidding, RFP/RFQ review, and opportunity types
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  18. 18
    Road Closures & Detours

    Used for: Documented 2026 stadium-area World Cup road and neighborhood-access restrictions were time-limited and have ended

    Publisher
    City of Kansas City, Missouri
    Data period
    Temporary FIFA World Cup match-day restrictions ending July 12, 2026
    Scope
    Stadium-area corridors and one residential access zone in Kansas City, Missouri
    Locator
    Match-day closures, permit access, and Lewis Road closure end date
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  19. 19
    Building and Rehabilitation Code
    Publisher
    City of Kansas City, Missouri
    Data period
    Current adopted-code summary accessed August 2026
    Scope
    Kansas City, Missouri municipality
    Locator
    Adopted 2018 model codes, 2021 IECC effective date, local amendments, and permit context
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026
  20. 20
    Web Soil Survey
    Publisher
    USDA Natural Resources Conservation Service
    Data period
    Current official soil survey platform accessed August 2026
    Scope
    Property- and area-specific soil survey coverage
    Locator
    Official current soil survey source and area-of-interest workflow
    Source tier
    Tier 1 · government
    Accessed
    August 4, 2026

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