70.1 average across 2 concepts
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.
Evaluation set
Why these concepts were evaluated
This is not a ranking of every franchise that may be offered in the city.
Concepts were included when enough operating-model information existed to assign a provisional local-sensitivity profile. Unresolved inputs reduce confidence or remain conditional rather than automatically excluding a concept.
A brand’s participation in our referral network does not add points or change its position.
City-level conclusions
What stood out in our assessment
1.1 points average among 10 affected concepts
0.3 points average reduction among 7 affected concepts
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.
| Rank | Franchise | Alignment and tier | Largest advantage | Largest constraint | Evidence confidence |
|---|---|---|---|---|---|
| 1 | City WideFacility managementInvestment: $229,729–$410,730 | 72.3Tier 2 · Favorable modeled alignment | +2.3 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 2 | FASTSIGNSSigns and graphicsInvestment: $231,226–$386,285 | 72.1Tier 2 · Favorable modeled alignment | +2.1 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 3 | Jan-Pro InternationalCommercial cleaningInvestment: $130,000–$421,500 | 72.0Tier 2 · Favorable modeled alignment | +2.0 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 4 | ActionCOACHBusiness coachingInvestment: $71,668–$303,513 | 71.9Tier 3 · Mixed modeled alignment | +1.9 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 5 | HomeSmilesProperty maintenance servicesInvestment: $148,110–$201,800 | 71.2Tier 3 · Mixed modeled alignment | +1.2 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 6 | ZOOM 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 |
| 7 | Pillar 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 |
| 8 | Tiger AdjustersPublic insurance adjustingInvestment: $43,050–$159,500 | 70.3Tier 3 · Mixed modeled alignment | +0.3 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 9 | Mr. 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 |
| 10 | Aire 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 |
Conditions that changed the analysis
What mattered most in Kansas City, Missouri
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]
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]
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
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]
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.
City Wide
Initial investment: $229,729–$410,730
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +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
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 baseline | 70.0 |
|---|---|
| Target-market demand | +2.3 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 72.32 |
| Published local-market alignment | 72.3 |
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
FASTSIGNS
Initial investment: $231,226–$386,285
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +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
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 baseline | 70.0 |
|---|---|
| Target-market demand | +2.1 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 72.10 |
| Published local-market alignment | 72.1 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- 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
Jan-Pro International
Initial investment: $130,000–$421,500
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +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
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 baseline | 70.0 |
|---|---|
| Target-market demand | +2.0 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 72.03 |
| Published local-market alignment | 72.0 |
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
ActionCOACH
Initial investment: $71,668–$303,513
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +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
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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.9 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.87 |
| Published local-market alignment | 71.9 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- 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
HomeSmiles
Initial investment: $148,110–$201,800
Rank sensitivity: Stable
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +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
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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.2 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.24 |
| Published local-market alignment | 71.2 |
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
ZOOM DRAIN
Initial investment: $266,250–$570,500
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.4 pts |
| Labor and staffing friction |
| -0.4 pts |
| Property replacement-cycle demand |
| +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
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 baseline | 70.0 |
|---|---|
| Target-market demand | +0.4 |
| Property replacement-cycle demand | +0.4 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.4 |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.41 |
| Published local-market alignment | 70.4 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- 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
Pillar To Post Home Inspectors
Initial investment: $102,690–$134,290
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.2 pts |
| Property replacement-cycle demand |
| +0.2 pts |
| Labor and staffing friction |
| -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
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 baseline | 70.0 |
|---|---|
| Target-market demand | +0.2 |
| Property replacement-cycle demand | +0.2 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.1 |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.28 |
| Published local-market alignment | 70.3 |
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
Tiger Adjusters
Initial investment: $43,050–$159,500
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +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
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 baseline | 70.0 |
|---|---|
| Target-market demand | +0.3 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.28 |
| Published local-market alignment | 70.3 |
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
Mr. Rooter
Initial investment: $152,900–$298,675
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Labor and staffing friction |
| -0.4 pts |
| Property replacement-cycle demand |
| +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
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 baseline | 70.0 |
|---|---|
| Target-market demand | +0.3 |
| Property replacement-cycle demand | +0.4 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.4 |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.27 |
| Published local-market alignment | 70.3 |
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
Aire Serv
Initial investment: $113,308–$271,708
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Labor and staffing friction |
| -0.5 pts |
| Property replacement-cycle demand |
| +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
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 baseline | 70.0 |
|---|---|
| Target-market demand | +0.4 |
| Property replacement-cycle demand | +0.4 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.5 |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.26 |
| Published local-market alignment | 70.3 |
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
Rainbow International Restoration
Initial investment: $185,336–$351,900
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +0.3 pts |
| Labor and staffing friction |
| -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
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 baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | +0.3 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.2 |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.11 |
| Published local-market alignment | 70.1 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- 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
PuroClean
Initial investment: $54,575–$262,145
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +0.3 pts |
| Labor and staffing friction |
| -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
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 baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | +0.3 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.2 |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.09 |
| Published local-market alignment | 70.1 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- 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
Workout Anytime
Initial investment: $1,060,850–$1,840,550
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
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 baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.00 |
| Published local-market alignment | 70.0 |
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
Mister Sparky Electric
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Labor and staffing friction |
| -0.5 pts |
| Property replacement-cycle demand |
| +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 baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | +0.3 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.5 |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 69.85 |
| Published local-market alignment | 69.8 |
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
No franchise concepts match the selected filters.
Worked score example
How we calculated City Wide
This example uses the same ledger shown for every concept and must reconcile exactly to the published score.
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +2.3 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Measured; no meaningful local adjustment |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 72.32 |
| Published local-market alignment | 72.3 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Factor impact
Which local conditions changed scores or rankings?
We neutralized one factor at a time, recalculated every score, and then measured both absolute score movement and changes in rank order.
Target-market demand
We tested how much of the city’s theoretical customer and business demand remained usable after operating friction.
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.
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
Property replacement-cycle demand
We compared the age and condition of relevant property systems with the services each concept is actually equipped to provide.
Why concepts react differently
We applied a measurable adjustment to 7 of 14 concepts. When we neutralized the factor and recalculated the table, 6 concepts changed position. ZOOM DRAIN moved from #6 to #8, the largest movement among concepts directly affected by this factor.
Concepts helped most
Labor and staffing friction
We compared each concept’s frontline and specialist staffing requirements with the local labor environment.
Why concepts react differently
We applied a measurable adjustment to 7 of 14 concepts. When we neutralized the factor and recalculated the table, 8 concepts changed position. Aire Serv moved from #10 to #7, the largest movement among concepts directly affected by this factor.
Concepts challenged most
- Competitive environmentNo material score adjustment
- Transportation, routing, and parkingNo material score adjustment
- Real estate and site feasibilityNo material score adjustment
- Sales and customer acquisitionNo material score adjustment
- Referral ecosystemNo material score adjustment
- Territory qualityNo material score adjustment
- Regulatory and operating frictionNo material score adjustment
Rank stability
Which positions depend most on individual assumptions?
The line shows the best and worst rank reached when one factor was removed from every concept. A narrow range indicates a more stable position.
Neutralizing a factor removes it from every concept. A concept can move down even when its own score improves because competitors may benefit more.
Original factor comparison
How each factor affected the highest-rated franchise concepts
The graph includes the top 14 concepts by local-alignment score. Only nonzero score contributions are plotted. A factor is removed when every displayed concept received 0.0 points from it. Hover or focus a concept name to highlight all of its remaining data points.
View the chart data as a table
| Concept | Target-market demand | Property replacement-cycle demand | Labor and staffing friction |
|---|---|---|---|
| #1 City Wide | +2.3 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.
Best Restoration franchise opportunities we assessed in Kansas City, Missouri
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
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
| Metric | Raw value | Period | Geography | Role in analysis | Source |
|---|---|---|---|---|---|
| Resident population estimate on July 1, 2025 | 521,220people | 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measures | Kansas City, Missouri | Used in scoring | [4] |
| Population change from the April 2020 estimate base to July 2025 | 2.6percent | 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measures | Kansas City, Missouri | Context only | [4] |
| Estimated households in the 2020-2024 period | 221,979households | 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measures | Kansas City, Missouri | Used in scoring | [4] |
| Land area in 2020 | 314.7square miles | 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measures | Kansas City, Missouri | Conditional relationship | [4] |
| Owner-occupied housing unit rate | 55.4percent | 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measures | Kansas City, Missouri | Supports modeled relationship | [4] |
| Median household income in 2024 dollars | 69,166usd per household | 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measures | Kansas City, Missouri | Context only | [4] |
| Persons in poverty | 14.6percent of population | 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measures | Kansas City, Missouri | Context only | [4] |
| Employer firms in reference year 2022 | 8,946employer firms | 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measures | Kansas City, Missouri | Used in scoring | [4] |
| Selected sector receipts or revenue in 2022 | health care and social assistance: 8,624,248,000; transportation and warehousing: 2,477,521,000; accommodation and food services sales: 2,264,838,000usd | 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measures | Kansas City, Missouri | Used in scoring | [4] |
| Total retail sales in 2022 | 13,706,329,000usd | 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measures | Kansas City, Missouri | Context only | [4] |
| Total housing units in the 2024 ACS estimate | 246,544housing units | Calendar year 2024 American Community Survey estimates | Kansas City, Missouri | Supports modeled relationship | [5] |
| Housing units built in 1969 or earlier | housing units: 126,737; share: 51.4housing units and percent | Calendar year 2024 American Community Survey estimates | Kansas City, Missouri | Supports modeled relationship | [5] |
| Housing units built in 1959 or earlier | housing units: 96,153; share: 39housing units and percent | Calendar year 2024 American Community Survey estimates | Kansas City, Missouri | Supports modeled relationship | [5] |
| Mean travel time to work for workers age 16 and older | 21.7minutes | 2025 population estimate; 2020-2024 ACS characteristics; 2022 business and sales measures | Kansas City, Missouri | Context only | [4] |
| Mean hourly wage for all occupations in May 2024 | kansas city metro: 30.78; united states: 32.66usd per hour | May 2024 Occupational Employment and Wage Statistics | Kansas City, MO-KS Metropolitan Statistical Area | Context only | [6] |
| Mean hourly wages for selected lower-paid major occupational groups in May 2024 | food preparation and serving related: 16.41; personal care and service: 17.67; healthcare support: 18.76usd per hour | May 2024 Occupational Employment and Wage Statistics | Kansas City, MO-KS Metropolitan Statistical Area | Context only | [6] |
| Missouri minimum wage effective in 2026 for covered employers | 15usd per hour | Rate effective January 1 through December 31, 2026 | Missouri | Context only | [7] |
| Kansas City office market conditions in Q2 2026 | overall 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 metrics | Second quarter 2026 | Kansas City office market | Context only | [8] |
| Kansas City industrial market conditions in Q2 2026 | overall 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 metrics | Second quarter 2026 | Kansas City industrial market | Context only | [9] |
| Annual energy and water benchmarking requirement for covered nonmunicipal buildings | minimum individual building size sqft: 50,000; covered types: institutional, commercial, industrial, multifamily; annual due date: May 1; reporting period: previous calendar yearregulatory conditions | Current compliance rules accessed August 2026; annual reporting of prior calendar-year data | Kansas City, Missouri | Conditional relationship | [10] |
| Energy audits and retrofits are not required by the benchmarking ordinance | nomandatory audit or retrofit | Current FAQ accessed August 2026 | Kansas City, Missouri | Conditional relationship | [11] |
| Arterial Street Impact Fee applies to new residential and commercial development | nonresidential 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 formula | Current Chapter 39 guidance accessed August 2026 | Kansas City, Missouri | Conditional relationship | [12] [2] |
| Exterior changes visible from the public right-of-way at locally listed historic properties require historic review | review body: Historic Preservation Commission; required approval: Certificate of Appropriateness; building permit dependency: yesregulatory conditions | Current historic review guidance accessed August 2026 | Kansas City Register landmarks and local historic districts | Conditional relationship | [13] [14] |
| Properties in FEMA special flood hazard areas may require an additional permit and review process | property lookup: KCMO Parcel Viewer floodplain layer; covered project context: new construction, substantial improvement, flood damage repairregulatory conditions | Current floodplain mapping and permit guidance accessed August 2026 | FEMA special flood hazard areas in Kansas City, Missouri | Conditional relationship | [15] [16] |
| Covered floodplain development must elevate service equipment above base flood elevation | minimum elevation above base flood feet: 1; equipment examples: electrical, heating, ventilation, plumbing, air conditioning; project status: new construction, substantial improvementfeet and conditions | Rules passed February 26, 2026 | A, AE, AO, and AH flood zones in Kansas City, Missouri | Context only | [16] |
| Kansas City procures construction and non-construction goods and services through public bidding and RFP/RFQ processes | supplier registration required: yes; solicitation systems: Bonfire, Online Contract Advertising System, KCMO Plan Room; opportunity examples: landscaping, facility repair, maintenance, roadwork, drainage, water main replacementprocurement conditions | Current procurement workflow accessed August 2026 | City of Kansas City, Missouri | Context only | [17] |
| Documented 2026 stadium-area World Cup road and neighborhood-access restrictions were time-limited and have ended | match dates end: 2026-07-11; continuous lewis road closure end: 2026-07-12; status on research date: historical contextdates and status | Temporary FIFA World Cup match-day restrictions ending July 12, 2026 | Kansas City stadium area | Context 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
Measure the city
Collect reusable local metrics with source, period, geography, and confidence fields.
Profile each operating model
Map each franchise to controlled operating attributes and local sensitivities.
Apply scoreable effects
Score only effects that apply without an unresolved site, territory, customer, or project gate.
Preserve conditional effects
Keep location- or territory-dependent issues visible for diligence without automatically changing the score.
Test rank sensitivity
Remove one factor at a time from every concept and rerank using full-precision scores.
Generate public output
Create the ranking, factor-status ledger, visuals, metric registry, and automated quality report from the same data.
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
How factor rows are classified
“Best” means the strongest modeled local operating alignment among the franchise concepts assessed on this page.
Model governance
How this report is calculated and corrected
Calculation controls
- Model designer
- Thomas Jepsen
No concept’s final score is manually raised or lowered after calculation. Before this template is activated, the report is reviewed for source scope, classification, arithmetic, unsupported claims, duplication, and readability.
Model history
- Model 0.9.0-calibration · August 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.
- 1United States Structural Inefficiency and CRE Arbitrage AuditInternal or supplied research; not publicly accessible.
- 2Jurisdictional Friction and Structural Capital Constraints: A Forensic Audit of Municipal Operating EnvironmentsInternal or supplied research; not publicly accessible.
Used for: Arterial Street Impact Fee applies to new residential and commercial development
- 3Franchise neighborhood operating evidence tableInternal or supplied research; not publicly accessible.
- 4QuickFacts: 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
- 5Selected 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
- 6Occupational 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
- 7Minimum Wage
Used for: Missouri minimum wage effective in 2026 for covered employers
- 8Kansas City Office Figures Q2 2026
Used for: Kansas City office market conditions in Q2 2026
- 9Kansas City Industrial Figures Q2 2026
Used for: Kansas City industrial market conditions in Q2 2026
- 10Energy Benchmarking Compliance Home
Used for: Annual energy and water benchmarking requirement for covered nonmunicipal buildings
- 11Benchmarking FAQ
Used for: Energy audits and retrofits are not required by the benchmarking ordinance
- 12Major Infrastructure - Plan Review: Arterial Street Impact Fees and Credits
Used for: Arterial Street Impact Fee applies to new residential and commercial development
- 13Historic Preservation Office
Used for: Exterior changes visible from the public right-of-way at locally listed historic properties require historic review
- 14Historic Design Review
Used for: Exterior changes visible from the public right-of-way at locally listed historic properties require historic review
- 15Floodplains and Flood Recovery
Used for: Properties in FEMA special flood hazard areas may require an additional permit and review process
- 16Ordinance 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
- 17Procurement
Used for: Kansas City procures construction and non-construction goods and services through public bidding and RFP/RFQ processes
- 18Road Closures & Detours
Used for: Documented 2026 stadium-area World Cup road and neighborhood-access restrictions were time-limited and have ended
- 19
- 20
Before contacting a franchisor
Complete the next layer of due diligence
- Confirm the exact protected territory and neighboring units.
- Review the current Franchise Disclosure Document.
- Validate local staffing, licensing, insurance, and service-base assumptions.
- Obtain location, vehicle, buildout, or working-capital estimates.
- Speak with current and former franchisees.
- Build a candidate-specific financial scenario.
Apply the analysis to your situation
Review how these market findings apply to your budget, role, and proposed territory.
The city score does not include your experience, capital structure, time commitment, financing, or exact territory.















































































