Local operating-model alignment analysis

Best Franchise Opportunities We Assessed in Shreveport, Louisiana

We compared 14 franchise concepts for Shreveport, Louisiana. Healthcare institutional service demand was a leading positive mechanism. Frontline labor pressure 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
25Sources used
17Primary sources
26Local 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

70.4 average across 2 concepts

Largest positive factorTarget-market demand

0.6 points average among 6 affected concepts

Largest negative factorLabor and staffing friction

0.3 points average reduction among 6 affected concepts

Most assumption-sensitive rankJan-Pro International

Tested rank range spans 12 positions

Executive conclusion

What the ranking means for Shreveport, Louisiana

City Wide, HomeSmiles, and FASTSIGNS produced the highest modeled local-alignment scores in the evaluated set. Healthcare institutional service demand was the strongest positive scored mechanism among 6 exposed concepts, adding 0.6 points on average. Frontline labor pressure was the broadest operating constraint, reducing exposed concepts by 0.2 points on average. City Wide was especially relationship-sensitive: removing healthcare institutional service demand moved it from #1 to #2 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
71.7Tier 3 · Mixed modeled alignment
+1.3 ptsTarget-market demand -0.1 ptsLabor and staffing friction Moderate evidence confidence
2HomeSmilesProperty maintenance servicesInvestment: $148,110–$201,800
70.8Tier 3 · Mixed modeled alignment
+0.5 ptsTarget-market demand -0.1 ptsLabor and staffing friction Moderate evidence confidence
3FASTSIGNSSigns and graphicsInvestment: $231,226–$386,285
70.7Tier 3 · Mixed modeled alignment
+0.5 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
4ZOOM DRAINDrain and sewer serviceInvestment: $266,250–$570,500
70.7Tier 3 · Mixed modeled alignment
+0.4 ptsProperty replacement-cycle demand No material negative local adjustmentModerate evidence confidence
5ActionCOACHBusiness coachingInvestment: $71,668–$303,513
70.6Tier 3 · Mixed modeled alignment
+0.5 ptsReferral ecosystem No material negative local adjustmentModerate evidence confidence
6Jan-Pro InternationalCommercial cleaningInvestment: $130,000–$421,500
70.5Tier 3 · Mixed modeled alignment
+0.9 ptsTarget-market demand -0.5 ptsLabor and staffing friction Moderate evidence confidence
7Aire ServHVAC installation, repair, and maintenanceInvestment: $113,308–$271,708
70.4Tier 3 · Mixed modeled alignment
+0.5 ptsProperty replacement-cycle demand No material negative local adjustmentModerate evidence confidence
8Rainbow International RestorationRestorationInvestment: $185,336–$351,900
70.4Tier 3 · Mixed modeled alignment
+0.4 ptsReferral ecosystem -0.3 ptsLabor and staffing friction Moderate evidence confidence
9Mr. RooterPlumbingInvestment: $152,900–$298,675
70.4Tier 3 · Mixed modeled alignment
+0.4 ptsProperty replacement-cycle demand No material negative local adjustmentModerate evidence confidence
10Mister Sparky ElectricElectrical
70.3Tier 3 · Mixed modeled alignment
+0.3 ptsProperty replacement-cycle demand No material negative local adjustmentModerate evidence confidence

View all 14 score calculations

Conditions that changed the analysis

What mattered most in Shreveport, Louisiana

01

Healthcare employment concentration and major Shreveport medical institutions create a substantial institutional service base

This relationship affected 6 concepts and added 0.6 points on average among those exposed. Local evidence: Education and health services payroll employment in June 2026: jobs thousands: 34; year over year change percent: 4 thousands of jobs and percent. [7] [6]

02

A large health-system employer floor above selected local low-wage occupational means creates targeted frontline recruiting pressure

This relationship affected 9 concepts and reduced 0.2 points on average among those exposed. Local evidence: Metropolitan labor force and unemployment conditions in June 2026: civilian labor force thousands: 173.1; employment thousands: 164.9; unemployment thousands: 8.2; unemployment rate percent: 4.7 thousands of people and percent. [7] [6]

03

Shreveport population declined 6.2 percent from the April 2020 estimate base to the July 2025 estimate

Resident decline is relevant to resident-dependent demand, but it does not erase concentrated healthcare and academic account demand. The city should therefore not be treated as uniformly weak for institutional or referral-dependent models, and the same institutional evidence should not be reinterpreted as proof of broad walk-in retail demand. [4] [7] [6] [18] [19]

Evidence behind the city mechanisms

Older housing cohorts and active rehabilitation programs support ongoing building-system replacement demand1 modeled effect
Housing-system replacement demandProperty replacement-cycle demand
Healthcare employment concentration and major Shreveport medical institutions create a substantial institutional service base1 modeled effect
Healthcare institutional service demandTarget-market demand
A large health-system employer floor above selected local low-wage occupational means creates targeted frontline recruiting pressure1 modeled effect
Frontline labor pressureLabor and staffing friction
Medical and academic institutions provide referral and account density while City procurement can impose formal buying cycles3 local facts · 2 modeled effects · 3 sources
  • A 2026 City RFP illustrates a multi-step formal procurement cycle: rfp: 26-805; issue date: 2026-04-29; proposal due date: 2026-06-04; response window days: 36; proposal firmness days minimum: 120; selection committee evaluation: yes; oral presentations may be requested: yes dates days and process elements [24]
  • Ochsner LSU Health operates and expanded a major academic medical facility on Kings Highway in Shreveport: facility: Ochsner LSU Health Academic Medical Center; location: Kings Highway, Shreveport; neurosciences icu beds before: 8; neurosciences icu beds after: 12; system specialties more than: 75 facility and beds [18]
  • LSU Health Shreveport reports substantial student and resident/fellow training activity: school of medicine students: 624; school of health professions students: 374; graduate school students: 103; residents and fellows: 609; accredited programs: 47 people and programs [19]
Professional and institutional relationship densityReferral ecosystem
Institutional procurement-cycle frictionSales and customer acquisition
Programmed Linwood Avenue reconstruction creates temporary, corridor-specific route and access uncertainty1 modeled effect
Temporary route disruptionTransportation, routing, and parking
Sign permits and Historic Preservation Overlay District review can require site-specific exterior prototype adaptation1 modeled effect
Signage and prototype adaptation burdenRegulatory and operating 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 3 · Mixed modeled alignment71.7

City Wide

Facility management · B2B facility management and vendor coordination

Initial investment: $229,729–$410,730

Increase +1.3 pts Target-market demandReduction -0.1 pts Labor and staffing friction

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
  • Healthcare institutional service demand Evidence+1.3 pts
    Primary modeled driverRelationship test: #1 → #2
+1.3 pts
Referral ecosystem
  • Professional and institutional relationship density Evidence+0.6 pts
+0.6 pts
Labor and staffing friction
  • Frontline labor pressure Evidence-0.1 pts
-0.1 pts
Sales and customer acquisitionInstitutional procurement-cycle friction EvidenceConditional — applicability must be confirmedNot scored
Net local movement+1.74 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 mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demand+1.3
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.1
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystem+0.6
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 score71.74
Published local-market alignment71.7

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +1.3 pts
Tested rank range
#1–#2
#2Tier 3 · Mixed modeled alignment70.8

HomeSmiles

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

Initial investment: $148,110–$201,800

Increase +0.5 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
  • Healthcare institutional service demand Evidence+0.5 pts
    Primary modeled driverRelationship test: #2 → #6
+0.5 pts
Referral ecosystem
  • Professional and institutional relationship density Evidence+0.5 pts
+0.5 pts
Labor and staffing friction
  • Frontline labor pressure Evidence-0.1 pts
-0.1 pts
Net local movement+0.79 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 mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demand+0.5
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.1
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.5
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 score70.79
Published local-market alignment70.8

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.5 pts
Tested rank range
#2–#7
#3Tier 3 · Mixed modeled alignment70.7

FASTSIGNS

Signs and graphics · B2B production and installation center

Initial investment: $231,226–$386,285

Increase +0.5 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
  • Healthcare institutional service demand Evidence+0.5 pts
    Primary modeled driverRelationship test: #3 → #9
+0.5 pts
Referral ecosystem
  • Professional and institutional relationship density Evidence+0.3 pts
+0.3 pts
Regulatory and operating frictionSignage and prototype adaptation burden EvidenceConditional — applicability must be confirmedNot scored
Net local movement+0.73 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 mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demand+0.5
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystem+0.3
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 score70.73
Published local-market alignment70.7

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.5 pts
Tested rank range
#2–#9
#4Tier 3 · Mixed modeled alignment70.7

ZOOM DRAIN

Drain and sewer service · emergency skilled-trade route service

Initial investment: $266,250–$570,500

Increase +0.4 pts Property replacement-cycle 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
Property replacement-cycle demand
  • Housing-system replacement demand Evidence+0.4 pts
    Primary modeled driverRelationship test: #4 → #6
+0.4 pts
Referral ecosystem
  • Professional and institutional relationship density Evidence+0.3 pts
+0.3 pts
Transportation, routing, and parkingTemporary route disruption EvidenceConditional — applicability must be confirmedNot scored
Net local movement+0.69 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 mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.4
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.3
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 score70.69
Published local-market alignment70.7

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.4 pts
Tested rank range
#1–#6
#5Tier 3 · Mixed modeled alignment70.6

ActionCOACH

Business coaching · home-based B2B advisory

Initial investment: $71,668–$303,513

Increase +0.5 pts Referral ecosystemNo 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
Referral ecosystem
  • Professional and institutional relationship density Evidence+0.5 pts
    Primary modeled driverRelationship test: #5 → #10
+0.5 pts
Target-market demand
  • Healthcare institutional service demand Evidence+0.2 pts
+0.2 pts
Sales and customer acquisitionInstitutional procurement-cycle friction EvidenceConditional — applicability must be confirmedNot scored
Net local movement+0.63 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 mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demand+0.2
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionEffect below the publication threshold
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystem+0.5
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 score70.63
Published local-market alignment70.6

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Referral ecosystem +0.5 pts
Tested rank range
#3–#10
#6Tier 3 · Mixed modeled alignment70.5

Jan-Pro International

Commercial cleaning · recurring commercial route service

Initial investment: $130,000–$421,500

Increase +0.9 pts Target-market 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
Target-market demand
  • Healthcare institutional service demand Evidence+0.9 pts
    Primary modeled driverRelationship test: #6 → #14
+0.9 pts
Labor and staffing friction
  • Frontline labor pressure Evidence-0.5 pts
-0.5 pts
Referral ecosystem
  • Professional and institutional relationship density Evidence+0.1 pts
+0.1 pts
Sales and customer acquisitionInstitutional procurement-cycle friction EvidenceConditional — applicability must be confirmedNot scored
Net local movement+0.55 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 mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demand+0.9
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.5
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystem+0.1
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 score70.55
Published local-market alignment70.5

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.9 pts
Tested rank range
#2–#14
#7Tier 3 · Mixed modeled alignment70.4

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 +0.5 pts Property replacement-cycle 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
Property replacement-cycle demand
  • Housing-system replacement demand Evidence+0.5 pts
    Primary modeled driverRelationship test: #7 → #13
+0.5 pts
Net local movement+0.44 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 mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.5
Competitive environmentNot included in the score
Labor and staffing frictionEffect below the publication threshold
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
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 score70.44
Published local-market alignment70.4

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.5 pts
Tested rank range
#3–#13
#8Tier 3 · Mixed modeled alignment70.4

Rainbow International Restoration

Restoration · emergency property restoration

Initial investment: $185,336–$351,900

Increase +0.4 pts Referral ecosystemReduction -0.3 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
Referral ecosystem
  • Professional and institutional relationship density Evidence+0.4 pts
    Primary modeled driverRelationship test: #8 → #11
+0.4 pts
Labor and staffing friction
  • Frontline labor pressure Evidence-0.3 pts
-0.3 pts
Target-market demand
  • Healthcare institutional service demand Evidence+0.2 pts
+0.2 pts
Property replacement-cycle demand
  • Housing-system replacement demand Evidence+0.1 pts
+0.1 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 mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demand+0.2
Property replacement-cycle demand+0.1
Competitive environmentNot included in the score
Labor and staffing friction-0.3
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.4
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
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Referral ecosystem +0.4 pts
Tested rank range
#5–#11
#9Tier 3 · Mixed modeled alignment70.4

Mr. Rooter

Plumbing · scheduled and emergency skilled-trade service

Initial investment: $152,900–$298,675

Increase +0.4 pts Property replacement-cycle 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
Property replacement-cycle demand
  • Housing-system replacement demand Evidence+0.4 pts
    Primary modeled driverRelationship test: rank stays #9
+0.4 pts
Net local movement+0.35 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 mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.4
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
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 score70.35
Published local-market alignment70.4

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.4 pts
Tested rank range
#5–#10
#10Tier 3 · Mixed modeled alignment70.3

Mister Sparky Electric

Electrical · skilled-trade home service

Increase +0.3 pts Property replacement-cycle 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
Property replacement-cycle demand
  • Housing-system replacement demand Evidence+0.3 pts
    Primary modeled driverRelationship test: rank stays #10
+0.3 pts
Net local movement+0.31 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 mistaken for a score-changing effect.

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 frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
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 score70.31
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
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.3 pts
Tested rank range
#7–#11
#11Tier 3 · Mixed modeled alignment70.3

PuroClean

Restoration · emergency property restoration

Initial investment: $54,575–$262,145

Increase +0.4 pts Referral ecosystemReduction -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
Referral ecosystem
  • Professional and institutional relationship density Evidence+0.4 pts
    Primary modeled driverRelationship test: #11 → #13
+0.4 pts
Labor and staffing friction
  • Frontline labor pressure Evidence-0.2 pts
-0.2 pts
Property replacement-cycle demand
  • Housing-system replacement demand Evidence+0.1 pts
+0.1 pts
Net local movement+0.29 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 mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.1
Competitive environmentNot included in the score
Labor and staffing friction-0.2
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.4
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 score70.29
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
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Referral ecosystem +0.4 pts
Tested rank range
#8–#13
#12Tier 3 · Mixed modeled alignment70.2

Pillar To Post Home Inspectors

Home inspection · mobile property inspection service

Initial investment: $102,690–$134,290

Increase +0.2 pts Property replacement-cycle 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
Property replacement-cycle demand
  • Housing-system replacement demand Evidence+0.2 pts
    Primary modeled driverRelationship test: #12 → #11
+0.2 pts
Net local movement+0.16 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 mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.2
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
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 score70.16
Published local-market alignment70.2

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.2 pts
Tested rank range
#9–#12
#13Tier 3 · Mixed modeled alignment70.0

Tiger Adjusters

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

Initial investment: $43,050–$159,500

No material positive local adjustment identifiedNo material negative local adjustment identified

Rank sensitivity: Stable

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 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 mistaken for a score-changing effect.

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 frictionEffect below the publication threshold
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
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 score69.97
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
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Labor and staffing friction 0.0 pts
Tested rank range
#12–#13
#14Tier 3 · Mixed modeled alignment69.7

Workout Anytime

Fitness · fixed-location membership fitness

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

No material positive local adjustment identifiedReduction -0.3 pts Labor and staffing friction

Rank sensitivity: Stable

Why it ranks here

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

Local factorModeled driversImpact
Labor and staffing friction
  • Frontline labor pressure Evidence-0.3 pts
    Primary modeled driverRelationship test: rank stays #14
-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 mistaken for a score-changing effect.

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 friction-0.3
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
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 score69.73
Published local-market alignment69.7

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Strong
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Labor and staffing friction -0.3 pts
Tested rank range
#13–#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 mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demand+1.3
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.1
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystem+0.6
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 score71.74
Published local-market alignment71.7

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

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 effectMixed or model dependent

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 6 of 14 concepts. When we neutralized the factor and recalculated the table, 14 concepts changed position. Jan-Pro International moved from #6 to #14, the largest movement among concepts directly affected by this factor.

Concepts adjusted6 of 14
Average among affected+0.6 pts
Average across all concepts+0.2 pts
Concepts changing rank14

What we observed

  • Education And Health Services Payroll Employment In June 2026jobs thousands: 34; year over year change percent: 4 thousands of jobs and percent
  • Healthcare Practitioners And Technical Occupations Have A High Local Employment Concentrationemployment: 15,600; employment share percent: 9.6; location quotient: 1.52; mean hourly wage usd: 41.18; united states mean hourly wage usd: 52.26 employment share location quotient and usd per hour
  • Ochsner Lsu Health Operates And Expanded A Major Academic Medical Facility On Kings Highway In Shreveportfacility: Ochsner LSU Health Academic Medical Center; location: Kings Highway, Shreveport; neurosciences icu beds before: 8; neurosciences icu beds after: 12; system specialties more than: 75 facility and beds

Concepts helped most

City WideFacility management
+1.3 pts
Jan-Pro InternationalCommercial cleaning
+0.9 pts
FASTSIGNSSigns and graphics
+0.5 pts
HomeSmilesProperty maintenance services
+0.5 pts
Rainbow International RestorationRestoration
+0.2 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
  • 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 WideStable · tested #1–#2
#2 HomeSmilesHighly sensitive · tested #2–#7
#3 FASTSIGNSHighly sensitive · tested #2–#9
#4 ZOOM DRAINHighly sensitive · tested #1–#6
#5 ActionCOACHHighly sensitive · tested #3–#10
#6 Jan-Pro InternationalHighly sensitive · tested #2–#14
#7 Aire ServHighly sensitive · tested #3–#13
#8 Rainbow International RestorationHighly sensitive · tested #5–#11
#9 Mr. RooterHighly sensitive · tested #5–#10
#10 Mister Sparky ElectricHighly sensitive · tested #7–#11
#11 PuroCleanHighly sensitive · tested #8–#13
#12 Pillar To Post Home InspectorsModerately sensitive · tested #9–#12
#13 Tiger AdjustersStable · tested #12–#13
#14 Workout AnytimeStable · tested #13–#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.+1.5+0.80.0-0.8-1.5
Target-market demand
#1 City Wide · Target-market demand · +1.3 pts1#2 HomeSmiles · Target-market demand · +0.5 pts2#3 FASTSIGNS · Target-market demand · +0.5 pts3#5 ActionCOACH · Target-market demand · +0.2 pts5#6 Jan-Pro International · Target-market demand · +0.9 pts6#8 Rainbow International Restoration · Target-market demand · +0.2 pts8
Property replacement-cycle demand
#4 ZOOM DRAIN · Property replacement-cycle demand · +0.4 pts4#7 Aire Serv · Property replacement-cycle demand · +0.5 pts7#8 Rainbow International Restoration · Property replacement-cycle demand · +0.1 pts8#9 Mr. Rooter · Property replacement-cycle demand · +0.4 pts9#10 Mister Sparky Electric · Property replacement-cycle demand · +0.3 pts10#11 PuroClean · Property replacement-cycle demand · +0.1 pts11#12 Pillar To Post Home Inspectors · Property replacement-cycle demand · +0.2 pts12
Labor and staffing friction
#1 City Wide · Labor and staffing friction · -0.1 pts1#2 HomeSmiles · Labor and staffing friction · -0.1 pts2#6 Jan-Pro International · Labor and staffing friction · -0.5 pts6#8 Rainbow International Restoration · Labor and staffing friction · -0.3 pts8#11 PuroClean · Labor and staffing friction · -0.2 pts11#14 Workout Anytime · Labor and staffing friction · -0.3 pts14
Referral ecosystem
#1 City Wide · Referral ecosystem · +0.6 pts1#2 HomeSmiles · Referral ecosystem · +0.5 pts2#3 FASTSIGNS · Referral ecosystem · +0.3 pts3#4 ZOOM DRAIN · Referral ecosystem · +0.3 pts4#5 ActionCOACH · Referral ecosystem · +0.5 pts5#6 Jan-Pro International · Referral ecosystem · +0.1 pts6#8 Rainbow International Restoration · Referral ecosystem · +0.4 pts8#11 PuroClean · Referral ecosystem · +0.4 pts11
Primary source records by factorTarget-market demand: [4] [5] [7] [6] [18] [19] [20] [21] [2] [3]Property replacement-cycle demand: [15] [16] [4] [5] [2]Competitive environment: [25] [4] [21] [3]Labor and staffing friction: [6] [7] [17] [18] [15] [1]Transportation, routing, and parking: [8] [9] [12] [1] [3]Real estate and site feasibility: [21] [12] [10] [13] [14] [2] [3]Sales and customer acquisition: [22] [23] [24] [25] [3]Referral ecosystem: [18] [19] [20] [22] [23] [3]Territory quality: [21] [8] [10] [13] [14] [3]Regulatory and operating friction: [10] [11] [12] [13] [14] [1] [3]
View the chart data as a table
ConceptTarget-market demandProperty replacement-cycle demandLabor and staffing frictionReferral ecosystem
#1 City Wide+1.3 pts—-0.1 pts+0.6 pts
#2 HomeSmiles+0.5 pts—-0.1 pts+0.5 pts
#3 FASTSIGNS+0.5 pts——+0.3 pts
#4 ZOOM DRAIN—+0.4 pts—+0.3 pts
#5 ActionCOACH+0.2 pts——+0.5 pts
#6 Jan-Pro International+0.9 pts—-0.5 pts+0.1 pts
#7 Aire Serv—+0.5 pts——
#8 Rainbow International Restoration+0.2 pts+0.1 pts-0.3 pts+0.4 pts
#9 Mr. Rooter—+0.4 pts——
#10 Mister Sparky Electric—+0.3 pts——
#11 PuroClean—+0.1 pts-0.2 pts+0.4 pts
#12 Pillar To Post Home Inspectors—+0.2 pts——
#13 Tiger Adjusters————
#14 Workout Anytime——-0.3 pts—

Interpretation

How to interpret the result

City Wide, HomeSmiles, FASTSIGNS 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 HomeSmiles, FASTSIGNS, ZOOM DRAIN; their ranks move more widely when individual factors are neutralized.

Category comparisons

Best franchise categories we assessed in Shreveport, Louisiana

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 Shreveport, Louisiana

70.4

2 Restoration concepts qualified for comparison, with scores ranging from 70.3 to 70.4. Rainbow International Restoration ranked highest at 70.4. Referral ecosystem added 0.4 points on average among the affected concepts. Labor and staffing friction reduced the exposed concepts by 0.3 points on average.

Interpret cautiously: A 0.1-point spread is too small to support a strong brand-level conclusion from city alignment alone.

Concepts compared
2
Score range
70.3–70.4
Category average
70.4
Rainbow International Restoration70.4
PuroClean70.3

Metric registry

The 26 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, 2025175,902peopleJuly 1, 2025 population estimate; 2020-2024 household and housing measures; 2022 business-sales measuresShreveport, LouisianaSupports research conclusion [4]
Population change from the April 2020 estimate base to July 2025-6.2percentJuly 1, 2025 population estimate; 2020-2024 household and housing measures; 2022 business-sales measuresShreveport, LouisianaSupports research conclusion [4]
Estimated households during the 2020-2024 QuickFacts period75,996householdsJuly 1, 2025 population estimate; 2020-2024 household and housing measures; 2022 business-sales measuresShreveport, LouisianaContext only [4]
Owner-occupied housing unit rate53.3percent of occupied housing unitsJuly 1, 2025 population estimate; 2020-2024 household and housing measures; 2022 business-sales measuresShreveport, LouisianaUsed in scoring [4]
Rental and apartment vacancy in the Shreveport-Bossier City HMA as of April 2024overall rental vacancy percent: 12; apartment vacancy percent q1 2024: 11.7; average apartment rent usd per month: 906percent and usd per monthHousing market conditions current as of April 1, 2024 with forecast through April 1, 2027Shreveport-Bossier City, LouisianaContext only [5]
HUD forecast no net demand for additional rental units in the HMA during the April 2024-April 2027 forecast periodforecast new rental demand units: 0; units under construction at baseline: 200housing unitsHousing market conditions current as of April 1, 2024 with forecast through April 1, 2027Shreveport-Bossier City, LouisianaContext only [5]
Large shares of owner and renter housing were constructed before 1980 in the city housing-needs assessmentowner units built before 1980 percent: 70; renter units built before 1980 percent: 68; owner units built 1950 1979 percent: 57; renter units built 1950 1979 percent: 55; owner units built before 1950 percent: 13; renter units built before 1950 percent: 13percent of tenure group housing unitsPlan period 2024-2028; housing-age table uses 2013-2017 ACS dataShreveport, LouisianaUsed in scoring [15]
2025 city housing action plan includes owner and rental rehabilitation and reconstruction activityowner rehabilitation goal units: 25; owner rehabilitation budget usd: 500,000; owner reconstruction goal units: 4; rental rehabilitation goal units: 25; rental rehabilitation budget usd: 596,714units and usdProgram year 2025Shreveport, LouisianaUsed in scoring [16]
Mean hourly wages for operating-relevant occupational groups in the Shreveport-Bossier City metropolitan areaall occupations: local: 26.24, united states: 33.54; food preparation and serving: local: 12.57, united states: 17.86; building and grounds cleaning and maintenance: local: 14.43, united states: 19.66; office and administrative support: local: 20.91, united states: 24.79; construction and extraction: local: 26.07, united states: 31.42; installation maintenance and repair: local: 28.02, united states: 30.44; transportation and material moving: local: 20.47, united states: 23.96usd per hourMay 2025Shreveport-Bossier City, LouisianaUsed in scoring [6]
Metropolitan labor force and unemployment conditions in June 2026civilian labor force thousands: 173.1; employment thousands: 164.9; unemployment thousands: 8.2; unemployment rate percent: 4.7thousands of people and percentJune 2026 labor force and payroll employment; page extracted August 13, 2026Shreveport-Bossier City, LouisianaUsed in scoring [7]
Education and health services payroll employment in June 2026jobs thousands: 34; year over year change percent: 4thousands of jobs and percentJune 2026 labor force and payroll employment; page extracted August 13, 2026Shreveport-Bossier City, LouisianaUsed in scoring [7]
Healthcare practitioners and technical occupations have a high local employment concentrationemployment: 15,600; employment share percent: 9.6; location quotient: 1.52; mean hourly wage usd: 41.18; united states mean hourly wage usd: 52.26employment share location quotient and usd per hourMay 2025Shreveport-Bossier City, LouisianaUsed in scoring [6]
Ochsner LSU Health raised its minimum wage to USD 15 per hour effective May 31, 2026employer: Ochsner LSU Health; minimum wage usd per hour: 15; effective date: 2026-05-31; system employees more than: 4,200; physicians and residents more than: 950usd per hour and peopleMinimum wage effective May 31, 2026; system workforce and service footprint reported March 2026Ochsner LSU Health in North Louisiana, including major Shreveport facilitiesUsed in scoring [17] [18]
Ochsner LSU Health operates and expanded a major academic medical facility on Kings Highway in Shreveportfacility: Ochsner LSU Health Academic Medical Center; location: Kings Highway, Shreveport; neurosciences icu beds before: 8; neurosciences icu beds after: 12; system specialties more than: 75facility and bedsMay 2026Ochsner LSU Health Academic Medical Center, ShreveportUsed in scoring [18]
LSU Health Shreveport reports substantial student and resident/fellow training activityschool of medicine students: 624; school of health professions students: 374; graduate school students: 103; residents and fellows: 609; accredited programs: 47people and programsCurrent enrollment and training counts accessed August 2026LSU Health ShreveportUsed in scoring [19]
Louisiana State University Shreveport reported record spring 2026 enrollmentspring 2026 total enrollment: 10,959; spring 2026 undergraduate enrollment: 2,892; fall 2025 total enrollment: 11,359studentsSpring 2026 and Fall 2025 enrollmentLouisiana State University ShreveportSupports modeled relationship [20]
Surveyed office/service-center and bulk-warehouse occupancy and asking rents in Q4 2025office service center properties: 15; office service center inventory sqft: 448,631; office service center occupancy percent: 95.1; office service center rent upper usd per sqft year: 9.25; office service center rent lower usd per sqft year: 7.88; bulk warehouse properties: 58; bulk warehouse inventory sqft: 7,643,236; bulk warehouse occupancy percent: 93.2; additional values omittedproperties square feet percent and usd per square foot yearQ4 2025 industrial/service-center and retail survey; Q3 2025 office survey; 2025 building permitsShreveport-Bossier industrial/service-center surveyConditional relationship [21]
Retail vacancy and office occupancy differ materially by product and office submarketsurveyed retail centers: 72; retail inventory sqft: 7,900,000; retail vacant sqft: 1,012,584; downtown office occupancy percent q3 2025: 74.6; suburban office occupancy percent q3 2025: 90.7centers square feet and percentQ4 2025 industrial/service-center and retail survey; Q3 2025 office survey; 2025 building permitsShreveport-Bossier retail market and Shreveport office submarketsConditional relationship [21]
Shreveport issued fewer single-family permits than Bossier City in 2025shreveport single family permits: 177; bossier city single family permits: 285permitsQ4 2025 industrial/service-center and retail survey; Q3 2025 office survey; 2025 building permitsShreveport compared with adjacent Bossier CityContext only [21]
Linwood Avenue reconstruction and bridge projects are programmed for 2026 activityphase iii: project code: C19002, segment: Mt. Zion Road to West 84th Street, total project budget usd: 10,798,100, status: in construction as of the budget status date; anticipated completion in 2026; phase iv: project code: C19003, segment: West 84th Street to West 70th Street, total project budget usd: 8,625,000, status: design complete and awaiting procurement as of the budget status date; anticipated construction in 2026; linwood bridge: project code: C24005, project: Healthcare & Development Corridor (Linwood Bridge), total project budget usd: 5,258,400, status: design and railroad coordination underway as of the budget status date; anticipated design completion and construction initiation in 2026project status and usdProject status generally reported as of August 1, 2025 with 2026 planned activityLinwood Avenue corridor, ShreveportConditional relationship [8]
City announced a short-duration Linwood/Lynbrook lane closure for roadway reconstruction in June 2026start date: 2026-06-15; expected duration weeks: 3; location: Linwood Avenue and Lynbrook Boulevard area; status as of research date: historical closure window; not assumed still active on August 17, 2026dates and durationRoadway reconstruction beginning June 15, 2026 with an approximately three-week lane-closure windowLinwood Avenue at Lynbrook Boulevard, ShreveportConditional relationship [9]
Exterior work requiring a building permit in a mapped Historic Preservation Overlay District requires a Certificate of Appropriatenessproperty gate: mapped Historic Preservation Overlay District; work gate: exterior improvement requiring a building permit; application timing: submit at least 30 days before the Historic Preservation Commission hearingregulatory requirementsCurrent requirements accessed August 2026Mapped Historic Preservation Overlay Districts in ShreveportConditional relationship [10] [12] [3]
Sign erection, construction, alteration, or relocation generally requires MPC sign-permit reviewcovered actions: erect, construct, alter, relocate; governing code reference: Shreveport UDC Article 9; site specific review required: yesregulatory requirementsCurrent permit guidance accessed August 2026City of Shreveport and MPC planning limitsConditional relationship [11] [12] [3]
Cross Lake, flood-hazard, and right-of-way conditions create site- and project-specific permit requirementscross lake construction gate: one-time construction permit for construction within the 172-foot contour of Cross Lake; special flood hazard area gate: development permit required before development in a Special Flood Hazard Area; city page states no permit fee; right of way encroachment process fee usd: 1,500; right of way per encroachment fee usd: 50permit gates and usdCurrent permit and fee guidance accessed August 2026Cross Lake watershed, mapped flood-hazard areas, and city right-of-way in ShreveportConditional relationship [13] [14]
Entities seeking to do business with the City of Shreveport must complete vendor onboarding and follow formal solicitation channelsvendor application required: yes; solicitation types: IFB, RFQ, RFP, RFS; opportunity channels: City of Shreveport, BidNetDirectprocess requirementsCurrent vendor onboarding requirements accessed August 2026City of Shreveport procurementSupports modeled relationship [22] [23]
A 2026 City RFP illustrates a multi-step formal procurement cyclerfp: 26-805; issue date: 2026-04-29; proposal due date: 2026-06-04; response window days: 36; proposal firmness days minimum: 120; selection committee evaluation: yes; oral presentations may be requested: yesdates days and process elementsSolicitation issued April 29, 2026; proposals due June 4, 2026City of Shreveport procurement exampleSupports modeled relationship [24]

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 whose applicability is established at the report’s current geographic and operating scope.

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 71.74 after target-market demand +1.3 pts, referral ecosystem +0.6 pts, and labor and staffing friction -0.1 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 claims or metrics it supports. Internal or supplied research is clearly distinguished from publicly accessible evidence.

  1. 1
    Structural Constraint and Jurisdictional Risk AuditInternal or supplied research; not publicly accessible.
    Publisher
    Supplied research material
    Data period
    Research cited as accessed through February 20, 2026
    Scope
    Shreveport, Louisiana section within a multi-city research docket
    Locator
    Shreveport section, pages 22-24 and works cited
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 17, 2026
  2. 2
    Utility Delta Audit: Structural Inefficiencies and Asymmetric Opportunities in Local U.S. MarketsInternal or supplied research; not publicly accessible.
    Publisher
    Supplied research material
    Data period
    Research cited as accessed through February 24, 2026
    Scope
    Shreveport, Louisiana section within a multi-city research docket
    Locator
    Shreveport section, pages 14-15 and works cited on page 22
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 17, 2026
  3. 3
    Franchise data - remake - 142Internal or supplied research; not publicly accessible.

    Used for: Exterior work requiring a building permit in a mapped Historic Preservation Overlay District requires a Certificate of Appropriateness and Sign erection, construction, alteration, or relocation generally requires MPC sign-permit review

    Publisher
    Supplied research material
    Data period
    Supplied neighborhood research snapshot
    Scope
    Six Shreveport neighborhood/corridor rows: Highland Stoner Hill, Broadmoor, Ellerbe Road, Line Avenue, Downtown Shreveport, and Provenance
    Locator
    Rows where city=Shreveport and state=Louisiana
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 17, 2026
  4. 4
    QuickFacts: Shreveport city, Louisiana

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

    Publisher
    U.S. Census Bureau
    Data period
    July 1, 2025 population estimate; 2020-2024 household and housing measures; 2022 business-sales measures
    Scope
    Shreveport city, Louisiana
    Locator
    Population, households, housing, labor force, and business-sales tables
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  5. 5
    Comprehensive Housing Market Analysis for Shreveport-Bossier City, Louisiana

    Used for: Rental and apartment vacancy in the Shreveport-Bossier City HMA as of April 2024 and HUD forecast no net demand for additional rental units in the HMA during the April 2024-April 2027 forecast period

    Publisher
    U.S. Department of Housing and Urban Development, Office of Policy Development and Research
    Published
    May 1, 2024
    Data period
    Housing market conditions current as of April 1, 2024 with forecast through April 1, 2027
    Scope
    Shreveport-Bossier City Housing Market Area; broader than Shreveport city
    Locator
    Housing market summary, rental market, sales market, economic conditions, and forecast demand tables
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  6. 6
    Occupational Employment and Wages in Shreveport-Bossier City — May 2025

    Used for: Mean hourly wages for operating-relevant occupational groups in the Shreveport-Bossier City metropolitan area and Healthcare practitioners and technical occupations have a high local employment concentration

    Publisher
    U.S. Bureau of Labor Statistics
    Published
    August 11, 2026
    Data period
    May 2025
    Scope
    Shreveport-Bossier City metropolitan area
    Locator
    Major occupational group employment shares, location quotients, and mean hourly wages
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  7. 7
    Economy at a Glance: Shreveport-Bossier City, LA

    Used for: Metropolitan labor force and unemployment conditions in June 2026 and Education and health services payroll employment in June 2026

    Publisher
    U.S. Bureau of Labor Statistics
    Data period
    June 2026 labor force and payroll employment; page extracted August 13, 2026
    Scope
    Shreveport-Bossier City metropolitan area
    Locator
    Labor force and metropolitan payroll employment tables
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  8. 8
    2026 Capital Budget

    Used for: Linwood Avenue reconstruction and bridge projects are programmed for 2026 activity

    Publisher
    City of Shreveport
    Published
    January 1, 2026
    Data period
    Project status generally reported as of August 1, 2025 with 2026 planned activity
    Scope
    City of Shreveport capital projects
    Locator
    Linwood Avenue Phase III C19002, Phase IV C19003, and Healthcare & Development Corridor (Linwood Bridge) C24005 project sheets
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  9. 9
    Roadwork Press Release on Linwood

    Used for: City announced a short-duration Linwood/Lynbrook lane closure for roadway reconstruction in June 2026

    Publisher
    City of Shreveport
    Published
    June 12, 2026
    Data period
    Roadway reconstruction beginning June 15, 2026 with an approximately three-week lane-closure window
    Scope
    Linwood Avenue and Lynbrook Boulevard area, Shreveport
    Locator
    Lane-closure notice and expected duration
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  10. 10
    Historic Preservation Commission Application

    Used for: Exterior work requiring a building permit in a mapped Historic Preservation Overlay District requires a Certificate of Appropriateness

    Publisher
    Shreveport-Caddo Metropolitan Planning Commission
    Data period
    Current requirements accessed August 2026
    Scope
    Mapped Historic Preservation Overlay Districts in Shreveport
    Locator
    Certificate of Appropriateness trigger and application timing
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  11. 11
    Sign Permit

    Used for: Sign erection, construction, alteration, or relocation generally requires MPC sign-permit review

    Publisher
    Shreveport-Caddo Metropolitan Planning Commission
    Data period
    Current permit guidance accessed August 2026
    Scope
    City of Shreveport and MPC planning limits
    Locator
    Permit requirement for erecting, constructing, altering, or relocating signs
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  12. 12
    Unofficial Shreveport Unified Development Code

    Used for: Exterior work requiring a building permit in a mapped Historic Preservation Overlay District requires a Certificate of Appropriateness and Sign erection, construction, alteration, or relocation generally requires MPC sign-permit review

    Publisher
    Shreveport-Caddo Metropolitan Planning Commission
    Data period
    Living code document accessed August 2026; originally adopted May 2017
    Scope
    City of Shreveport land-use and development regulation
    Locator
    Articles covering zoning, parking/loading, signs, stormwater, right-of-way/access, and historic preservation
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  13. 13
    Permits & Specialized Service Fees

    Used for: Cross Lake, flood-hazard, and right-of-way conditions create site- and project-specific permit requirements

    Publisher
    City of Shreveport
    Data period
    Current permit and fee guidance accessed August 2026
    Scope
    City of Shreveport with Cross Lake and waste-hauler-specific conditions
    Locator
    Restricted waste permits and Cross Lake Watershed sewer/construction permits
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  14. 14
    Civil Permits

    Used for: Cross Lake, flood-hazard, and right-of-way conditions create site- and project-specific permit requirements

    Publisher
    City of Shreveport
    Data period
    Current civil permit guidance accessed August 2026
    Scope
    City of Shreveport
    Locator
    Right-of-way encroachment fee and Special Flood Hazard Area development permit requirements
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  15. 15
    City of Shreveport 2024-2028 Consolidated Plan

    Used for: Large shares of owner and renter housing were constructed before 1980 in the city housing-needs assessment

    Publisher
    City of Shreveport
    Published
    January 1, 2024
    Data period
    Plan period 2024-2028; housing-age table uses 2013-2017 ACS data
    Scope
    City of Shreveport
    Locator
    Housing age, condition, rehabilitation needs, and neighborhood strategy sections
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  16. 16
    2025 Annual Action Plan

    Used for: 2025 city housing action plan includes owner and rental rehabilitation and reconstruction activity

    Publisher
    City of Shreveport
    Published
    January 1, 2025
    Data period
    Program year 2025
    Scope
    City of Shreveport
    Locator
    Owner-occupied rehabilitation, reconstruction, and rental rehabilitation goals and funding
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  17. 17
    Ochsner LSU Health Raises Minimum Wage to $15 per Hour

    Used for: Ochsner LSU Health raised its minimum wage to USD 15 per hour effective May 31, 2026

    Publisher
    Ochsner LSU Health
    Published
    March 20, 2026
    Data period
    Minimum wage effective May 31, 2026; system workforce and service footprint reported March 2026
    Scope
    Ochsner LSU Health system in North Louisiana including major Shreveport facilities
    Locator
    Minimum-wage effective date, workforce scale, physician/resident count, and system scope
    Source tier
    Tier 2 · primary institution
    Accessed
    August 17, 2026
  18. 18
    Ochsner LSU Health Opens Newly Renovated Neurosciences Intensive Care Unit

    Used for: Ochsner LSU Health raised its minimum wage to USD 15 per hour effective May 31, 2026 and Ochsner LSU Health operates and expanded a major academic medical facility on Kings Highway in Shreveport

    Publisher
    Ochsner LSU Health
    Published
    May 21, 2026
    Data period
    May 2026
    Scope
    Ochsner LSU Health Academic Medical Center on Kings Highway, Shreveport, with North Louisiana system context
    Locator
    Shreveport facility location, ICU expansion, workforce and specialty counts
    Source tier
    Tier 2 · primary institution
    Accessed
    August 17, 2026
  19. 19
    Our Schools

    Used for: LSU Health Shreveport reports substantial student and resident/fellow training activity

    Publisher
    Louisiana State University Health Shreveport
    Data period
    Current enrollment and training counts accessed August 2026
    Scope
    LSU Health Shreveport
    Locator
    School enrollment, resident/fellow, and accredited-program counts
    Source tier
    Tier 2 · primary institution
    Accessed
    August 17, 2026
  20. 20
    LSUS’s Undergraduate Enrollment Growth Driving New Spring Semester Record

    Used for: Louisiana State University Shreveport reported record spring 2026 enrollment

    Publisher
    Louisiana State University Shreveport
    Published
    April 22, 2026
    Data period
    Spring 2026 and Fall 2025 enrollment
    Scope
    Louisiana State University Shreveport
    Locator
    Spring 2026 total and undergraduate enrollment; Fall 2025 total enrollment
    Source tier
    Tier 2 · primary institution
    Accessed
    August 17, 2026
  21. 21
    Commercial Review — Spring 2026

    Used for: Surveyed office/service-center and bulk-warehouse occupancy and asking rents in Q4 2025, Retail vacancy and office occupancy differ materially by product and office submarket, and Shreveport issued fewer single-family permits than Bossier City in 2025

    Publisher
    U.L. Coleman Properties
    Published
    March 1, 2026
    Data period
    Q4 2025 industrial/service-center and retail survey; Q3 2025 office survey; 2025 building permits
    Scope
    Shreveport-Bossier commercial real estate market with Shreveport-specific permit counts and identified submarkets
    Locator
    Industrial, retail, office, and building-permit market tables
    Source tier
    Tier 3 · credible industry
    Accessed
    August 17, 2026
  22. 22
    City of Shreveport Vendor Application

    Used for: Entities seeking to do business with the City of Shreveport must complete vendor onboarding and follow formal solicitation channels

    Publisher
    City of Shreveport
    Data period
    Current vendor onboarding requirements accessed August 2026
    Scope
    City of Shreveport procurement
    Locator
    Vendor application requirement for entities and individuals seeking to do business with the City
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  23. 23
    Bids & RFPs

    Used for: Entities seeking to do business with the City of Shreveport must complete vendor onboarding and follow formal solicitation channels

    Publisher
    City of Shreveport
    Data period
    Current procurement opportunity process accessed August 2026
    Scope
    City of Shreveport procurement
    Locator
    IFB, RFQ, RFP, and RFS opportunity posting guidance and BidNetDirect reference
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  24. 24
    RFP 26-805 — Workers’ Compensation Claims Administration Services

    Used for: A 2026 City RFP illustrates a multi-step formal procurement cycle

    Publisher
    City of Shreveport
    Published
    April 29, 2026
    Data period
    Solicitation issued April 29, 2026; proposals due June 4, 2026
    Scope
    City of Shreveport procurement example
    Locator
    Issue/due dates, 120-day proposal firmness, evaluation committee, and potential oral-presentation provisions
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026
  25. 25
    County Business Patterns: 2023
    Publisher
    U.S. Census Bureau
    Published
    June 26, 2025
    Data period
    Calendar year 2023
    Scope
    County, metropolitan area, and ZIP Code establishment and employment data by NAICS
    Locator
    Dataset description and downloadable county/MSA/ZIP files
    Source tier
    Tier 1 · government
    Accessed
    August 17, 2026

Before contacting a franchisor

Complete the next layer of due diligence

  • Confirm the exact protected territory and neighboring units.
  • Review the current Franchise Disclosure Document.
  • Validate local staffing, licensing, insurance, and service-base assumptions.
  • Obtain location, vehicle, buildout, or working-capital estimates.
  • Speak with current and former franchisees.
  • Build a candidate-specific financial scenario.

Apply the analysis to your situation

Review how these market findings apply to your budget, role, and proposed territory.

The city score does not include your experience, capital structure, time commitment, financing, or exact territory.

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