Local operating-model alignment analysis

Best Franchise Opportunities We Assessed in Chattanooga, Tennessee

We compared 14 franchise concepts for Chattanooga, Tennessee. Healthcare institutional service demand was a leading positive mechanism.

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
26Sources used
17Primary sources
39Local metrics

Evaluation set

Why these concepts were evaluated

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

14Concepts assessed

Concepts were included when enough operating-model information existed to assign a provisional local-sensitivity profile. Unresolved inputs reduce confidence or remain conditional rather than automatically excluding a concept.

A brand’s participation in our referral network does not add points or change its position.

City-level conclusions

What stood out in our assessment

Highest category average (limited comparison)Restoration

70.1 average across 2 concepts

Largest positive factorTarget-market demand

0.5 points average among 13 affected concepts

Most assumption-sensitive rankCity Wide

Tested rank range spans 11 positions

Executive conclusion

What the ranking means for Chattanooga, Tennessee

City Wide, HomeSmiles, and Jan-Pro International 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. City Wide was especially relationship-sensitive: removing healthcare institutional service demand moved it from #1 to #12 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
71.3Tier 3 · Mixed modeled alignment
+1.3 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
2HomeSmilesProperty maintenance servicesInvestment: $148,110–$201,800
71.0Tier 3 · Mixed modeled alignment
+1.0 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
3Jan-Pro InternationalCommercial cleaningInvestment: $130,000–$421,500
70.9Tier 3 · Mixed modeled alignment
+0.9 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
4Pillar To Post Home InspectorsHome inspectionInvestment: $102,690–$134,290
70.6Tier 3 · Mixed modeled alignment
+0.6 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
5FASTSIGNSSigns and graphicsInvestment: $231,226–$386,285
70.5Tier 3 · Mixed modeled alignment
+0.5 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
6Aire ServHVAC installation, repair, and maintenanceInvestment: $113,308–$271,708
70.5Tier 3 · Mixed modeled alignment
+0.5 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
7Mr. RooterPlumbingInvestment: $152,900–$298,675
70.4Tier 3 · Mixed modeled alignment
+0.4 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
8Mister Sparky ElectricElectrical
70.4Tier 3 · Mixed modeled alignment
+0.4 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
9ZOOM DRAINDrain and sewer serviceInvestment: $266,250–$570,500
70.4Tier 3 · Mixed modeled alignment
+0.4 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
10Workout AnytimeFitnessInvestment: $1,060,850–$1,840,550
70.3Tier 3 · Mixed modeled alignment
+0.3 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence

View all 14 score calculations

Conditions that changed the analysis

What mattered most in Chattanooga, Tennessee

01

Large Chattanooga healthcare institutions create a material institutional service-account base

This relationship affected 6 concepts and added 0.6 points on average among those exposed. Local evidence: Education and health services share of Chattanooga HMA nonfarm payrolls: 15 percent of nonfarm payrolls. [5] [4]

02

The majority of Chattanooga uses Euclidean zoning while defined downtown context areas use Form-Based Code standards with minor and major modification processes

The relevant regulatory burden is not citywide. It turns on whether a proposed site lies in an FBC context area and whether the exterior/sign package complies with the applicable standards. A verified FBC sign-modification case shows the mechanism, but exact scoring remains site and prototype gated. [13] [3] [14] [15] [16]

03

recurring-commercial-service

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] [26] [11] [5] [6]

Evidence behind the city mechanisms

Recent city population growth and metro household formation are accompanied by housing construction1 modeled effect
Household service demandTarget-market demand
Large Chattanooga healthcare institutions create a material institutional service-account base1 modeled effect
Healthcare institutional service demandTarget-market demand
Temporary Hamilton Place interchange work reduces turning capacity on a specific I-75 access path1 modeled effect
Temporary route disruptionTransportation, routing, and parking
Form-Based Code design and sign standards can require site-specific prototype adaptation or modification review1 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 alignment71.3

City Wide

Facility management · B2B facility management and vendor coordination

Initial investment: $229,729–$410,730

Increase +1.3 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

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

Local factorModeled driversImpact
Target-market demand
  • Healthcare institutional service demand Evidence+1.3 pts
    Primary modeled driverRelationship test: #1 → #12
+1.3 pts
Net local movement+1.30 pts

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

Franchise evidence

Source material assessed

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

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+1.3
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score71.30
Published local-market alignment71.3

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
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +1.3 pts
Tested rank range
#1–#12
#2Tier 3 · Mixed modeled alignment71.0

HomeSmiles

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

Initial investment: $148,110–$201,800

Increase +1.0 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Stable

Why it ranks here

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

Local factorModeled driversImpact
Target-market demand
  • Healthcare institutional service demand Evidence+0.5 pts
    Primary modeled driverRelationship test: rank stays #2
  • Household service demand Evidence+0.5 pts
+1.0 pts
Net local movement+0.98 pts

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

Franchise evidence

Source material assessed

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

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+1.0
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score70.98
Published local-market alignment71.0

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
Adequate
Franchise-profile completeness
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +1.0 pts
Tested rank range
#2–#2
#3Tier 3 · Mixed modeled alignment70.9

Jan-Pro International

Commercial cleaning · recurring commercial route service

Initial investment: $130,000–$421,500

Increase +0.9 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+0.9 pts
    Primary modeled driverRelationship test: #3 → #14
+0.9 pts
Net local movement+0.94 pts

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

Franchise evidence

Source material assessed

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

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+0.9
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score70.94
Published local-market alignment70.9

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.9 pts
Tested rank range
#3–#14
#4Tier 3 · Mixed modeled alignment70.6

Pillar To Post Home Inspectors

Home inspection · mobile property inspection service

Initial investment: $102,690–$134,290

Increase +0.6 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
  • Household service demand Evidence+0.6 pts
    Primary modeled driverRelationship test: #4 → #12
+0.6 pts
Net local movement+0.61 pts

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

Franchise evidence

Source material assessed

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

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+0.6
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score70.61
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
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.6 pts
Tested rank range
#4–#9
#5Tier 3 · Mixed modeled alignment70.5

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: 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+0.5 pts
    Primary modeled driverRelationship test: #5 → #10
+0.5 pts
Regulatory and operating frictionSignage and prototype adaptation burden EvidenceConditional — applicability must be confirmedNot scored
Net local movement+0.49 pts

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

Franchise evidence

Source material assessed

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

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+0.5
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score70.49
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
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.5 pts
Tested rank range
#5–#6
#6Tier 3 · Mixed modeled alignment70.5

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 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
  • Household service demand Evidence+0.5 pts
    Primary modeled driverRelationship test: #6 → #7
+0.5 pts
Transportation, routing, and parkingTemporary route disruption EvidenceConditional — applicability must be confirmedNot scored
Net local movement+0.47 pts

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

Franchise evidence

Source material assessed

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

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+0.5
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score70.47
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
Adequate
Franchise-profile completeness
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.5 pts
Tested rank range
#1–#6
#7Tier 3 · Mixed modeled alignment70.4

Mr. Rooter

Plumbing · scheduled and emergency skilled-trade service

Initial investment: $152,900–$298,675

Increase +0.4 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Stable

Why it ranks here

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

Local factorModeled driversImpact
Target-market demand
  • Household service demand Evidence+0.4 pts
    Primary modeled driverRelationship test: #7 → #10
+0.4 pts
Transportation, routing, and parkingTemporary route disruption EvidenceConditional — applicability must be confirmedNot scored
Net local movement+0.43 pts

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

Franchise evidence

Source material assessed

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

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+0.4
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score70.43
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
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
#7–#7
#8Tier 3 · Mixed modeled alignment70.4

Mister Sparky Electric

Electrical · skilled-trade home service

Increase +0.4 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Stable

Why it ranks here

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

Local factorModeled driversImpact
Target-market demand
  • Household service demand Evidence+0.4 pts
    Primary modeled driverRelationship test: #8 → #11
+0.4 pts
Transportation, routing, and parkingTemporary route disruption EvidenceConditional — applicability must be confirmedNot scored
Net local movement+0.41 pts

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

Full calculation and evidence confidence

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+0.4
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score70.41
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
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
#8–#8
#9Tier 3 · Mixed modeled alignment70.4

ZOOM DRAIN

Drain and sewer service · emergency skilled-trade route service

Initial investment: $266,250–$570,500

Increase +0.4 pts Target-market 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
  • Household service demand Evidence+0.4 pts
    Primary modeled driverRelationship test: rank stays #9
+0.4 pts
Transportation, routing, and parkingTemporary route disruption EvidenceConditional — applicability must be confirmedNot scored
Net local movement+0.38 pts

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

Franchise evidence

Source material assessed

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

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+0.4
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score70.38
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
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
#4–#9
#10Tier 3 · Mixed modeled alignment70.3

Workout Anytime

Fitness · fixed-location membership fitness

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

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

Rank sensitivity: Stable

Why it ranks here

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

Local factorModeled driversImpact
Target-market demand
  • Household service demand Evidence+0.3 pts
    Primary modeled driverRelationship test: #10 → #14
+0.3 pts
Net local movement+0.32 pts

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

Franchise evidence

Source material assessed

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

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+0.3
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score70.32
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
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.3 pts
Tested rank range
#10–#11
#11Tier 3 · Mixed modeled alignment70.2

Rainbow International Restoration

Restoration · emergency property restoration

Initial investment: $185,336–$351,900

Increase +0.2 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Moderately sensitive

Why it ranks here

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

Local factorModeled driversImpact
Target-market demand
  • Healthcare institutional service demand Evidence+0.2 pts
    Primary modeled driverRelationship test: #11 → #13
+0.2 pts
Net local movement+0.18 pts

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

Franchise evidence

Source material assessed

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

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+0.2
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score70.18
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
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
#11–#13
#12Tier 3 · Mixed modeled alignment70.2

ActionCOACH

Business coaching · home-based B2B advisory

Initial investment: $71,668–$303,513

Increase +0.2 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+0.2 pts
    Primary modeled driverRelationship test: #12 → #9
+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 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+0.2
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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
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
#5–#12
#13Tier 3 · Mixed modeled alignment70.2

Tiger Adjusters

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

Initial investment: $43,050–$159,500

Increase +0.2 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
  • Household service demand Evidence+0.2 pts
    Primary modeled driverRelationship test: #13 → #8
+0.2 pts
Net local movement+0.15 pts

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

Franchise evidence

Source material assessed

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

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+0.2
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score70.15
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
Adequate
Franchise-profile completeness
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.2 pts
Tested rank range
#3–#13
#14Tier 3 · Mixed modeled alignment70.0

PuroClean

Restoration · emergency property restoration

Initial investment: $54,575–$262,145

No material positive local adjustment identifiedNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

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

No material scored local adjustment was identified for this concept.

Franchise evidence

Source material assessed

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

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score70.00
Published local-market alignment70.0

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

Evidence confidence

City Modifier Evidence
Adequate
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
#10–#14

Worked score example

How we calculated City Wide

This example uses the same ledger shown for every concept and must reconcile exactly to the published score.

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+1.3
Property replacement-cycle demandNot included in the score
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
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 score71.30
Published local-market alignment71.3

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

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

Factor impact

Which local conditions changed scores or rankings?

We neutralized one factor at a time, recalculated every score, and then measured both absolute score movement and changes in rank order.

Observed model 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 13 of 14 concepts. When we neutralized the factor and recalculated the table, 14 concepts changed position. Tiger Adjusters moved from #13 to #1, the largest movement among concepts directly affected by this factor.

Concepts adjusted13 of 14
Average among affected+0.5 pts
Average across all concepts+0.5 pts
Concepts changing rank14

What we observed

  • Population Change From The April 2020 Estimate Base To July 20256.9 percent
  • Health Care And Social Assistance Receipts/revenue In 20224,582,393 USD thousands
  • Average Annual Household Growth From 2020 To April 20251.3 percent per year

Concepts helped most

City WideFacility management
+1.3 pts
HomeSmilesProperty maintenance services
+1.0 pts
Jan-Pro InternationalCommercial cleaning
+0.9 pts
Pillar To Post Home InspectorsHome inspection
+0.6 pts
FASTSIGNSSigns and graphics
+0.5 pts
Measured but not differentiating in this concept set
  • Property replacement-cycle demandNo material score adjustment
  • Competitive environmentNo material score adjustment
  • Labor and staffing frictionNo material score adjustment
  • Transportation, routing, and parkingNo material score adjustment
  • Real estate and site feasibilityNo material score adjustment
  • Sales and customer acquisitionNo material score adjustment
  • Referral ecosystemNo material score adjustment
  • Territory qualityNo material score adjustment
  • Regulatory and operating frictionNo material score adjustment

Rank stability

Which positions depend most on individual assumptions?

The line shows the best and worst rank reached when one factor was removed from every concept. A narrow range indicates a more stable position.

#1 City WideHighly sensitive · tested #1–#12
#2 HomeSmilesStable · tested #2–#2
#3 Jan-Pro InternationalHighly sensitive · tested #3–#14
#4 Pillar To Post Home InspectorsHighly sensitive · tested #4–#9
#5 FASTSIGNSStable · tested #5–#6
#6 Aire ServHighly sensitive · tested #1–#6
#7 Mr. RooterStable · tested #7–#7
#8 Mister Sparky ElectricStable · tested #8–#8
#9 ZOOM DRAINHighly sensitive · tested #4–#9
#10 Workout AnytimeStable · tested #10–#11
#11 Rainbow International RestorationModerately sensitive · tested #11–#13
#12 ActionCOACHHighly sensitive · tested #5–#12
#13 Tiger AdjustersHighly sensitive · tested #3–#13
#14 PuroCleanHighly sensitive · tested #10–#14

Neutralizing a factor removes it from every concept. A concept can move down even when its own score improves because competitors may benefit more.

Original factor comparison

How each factor affected the highest-rated franchise concepts

The graph includes the top 14 concepts by local-alignment score. Only nonzero score contributions are plotted. A factor is removed when every displayed concept received 0.0 points from it. Hover or focus a concept name to highlight all of its remaining data points.

Factor impact among the highest-rated franchise conceptsDiverging dot plot showing nonzero factor score contributions for the top 14 concepts. Zero-point concept-factor pairs are omitted, and factors with no nonzero contributions are excluded.+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 · +1.0 pts2#3 Jan-Pro International · Target-market demand · +0.9 pts3#4 Pillar To Post Home Inspectors · Target-market demand · +0.6 pts4#5 FASTSIGNS · Target-market demand · +0.5 pts5#6 Aire Serv · Target-market demand · +0.5 pts6#7 Mr. Rooter · Target-market demand · +0.4 pts7#8 Mister Sparky Electric · Target-market demand · +0.4 pts8#9 ZOOM DRAIN · Target-market demand · +0.4 pts9#10 Workout Anytime · Target-market demand · +0.3 pts10#11 Rainbow International Restoration · Target-market demand · +0.2 pts11#12 ActionCOACH · Target-market demand · +0.2 pts12#13 Tiger Adjusters · Target-market demand · +0.2 pts13
Primary source records by factorTarget-market demand: [4] [5] [6] [7] [11] [12] [19] [1]Property replacement-cycle demand: [24] [25] [26] [5] [4] [1]Competitive environment: [23] [4] [10] [3]Labor and staffing friction: [7] [8] [5] [11] [1] [2]Transportation, routing, and parking: [20] [21] [22] [3] [1]Real estate and site feasibility: [9] [10] [13] [17] [1] [3]Sales and customer acquisition: [23] [18] [19] [5] [4]Referral ecosystem: [5] [11] [18] [19] [23]Territory quality: [13] [16] [20] [5] [3]Regulatory and operating friction: [13] [14] [15] [16] [17] [18] [2] [3]
View the chart data as a table
ConceptTarget-market demand
#1 City Wide+1.3 pts
#2 HomeSmiles+1.0 pts
#3 Jan-Pro International+0.9 pts
#4 Pillar To Post Home Inspectors+0.6 pts
#5 FASTSIGNS+0.5 pts
#6 Aire Serv+0.5 pts
#7 Mr. Rooter+0.4 pts
#8 Mister Sparky Electric+0.4 pts
#9 ZOOM DRAIN+0.4 pts
#10 Workout Anytime+0.3 pts
#11 Rainbow International Restoration+0.2 pts
#12 ActionCOACH+0.2 pts
#13 Tiger Adjusters+0.2 pts
#14 PuroClean—

Interpretation

How to interpret the result

City Wide, HomeSmiles, Jan-Pro International led because their operating requirements captured more of the local support from target-market demand while remaining less exposed to property replacement-cycle demand. The same city condition can help one operating model and constrain another, so score differences should be read through each concept's factor pattern rather than as a universal franchise-quality verdict. The ordering is most assumption-sensitive for City Wide, Jan-Pro International, Pillar To Post Home Inspectors; their ranks move more widely when individual factors are neutralized.

Category comparisons

Best franchise categories we assessed in Chattanooga, Tennessee

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 Chattanooga, Tennessee

70.1

2 Restoration concepts qualified for comparison, with scores ranging from 70.0 to 70.2. Rainbow International Restoration ranked highest at 70.2. Target-market demand added 0.1 points on average among the affected concepts.

Interpret cautiously: A 0.2-point spread is too small to support a strong brand-level conclusion from city alignment alone.

Concepts compared
2
Score range
70.0–70.2
Category average
70.1
Rainbow International Restoration70.2
PuroClean70.0

Metric registry

The 39 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, 2025194,144peopleJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measuresChattanooga, TennesseeContext only [4]
Population change from the April 2020 estimate base to July 20256.9percentJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measuresChattanooga, TennesseeUsed in scoring [4]
Households in the 2020-2024 Census reference period79,084householdsJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measuresChattanooga, TennesseeContext only [4]
Owner-occupied housing unit rate52.4percentJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measuresChattanooga, TennesseeContext only [4]
Health care and social assistance receipts/revenue in 20224,582,393USD thousandsJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measuresChattanooga, TennesseeUsed in scoring [4]
Accommodation and food services sales in 20221,251,645USD thousandsJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measuresChattanooga, TennesseeContext only [4]
Transportation and warehousing receipts/revenue in 20222,626,022USD thousandsJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measuresChattanooga, TennesseeContext only [4]
Estimated current households in the Chattanooga HMA as of April 2025240,400householdsCurrent conditions as of April 1, 2025; selected 2023-2025 market measuresChattanooga, Tennessee-Georgia HMAContext only [5]
Average annual household growth from 2020 to April 20251.3percent per yearCurrent conditions as of April 1, 2025; selected 2023-2025 market measuresChattanooga, Tennessee-Georgia HMAUsed in scoring [5]
Sales housing units under construction as of April 1, 20251,675housing unitsCurrent conditions as of April 1, 2025; selected 2023-2025 market measuresChattanooga, Tennessee-Georgia HMAUsed in scoring [5]
Rental housing units under construction as of April 1, 20251,150housing unitsCurrent conditions as of April 1, 2025; selected 2023-2025 market measuresChattanooga, Tennessee-Georgia HMAUsed in scoring [5]
Education and health services share of Chattanooga HMA nonfarm payrolls15percent of nonfarm payrollsCurrent conditions as of April 1, 2025; selected 2023-2025 market measuresChattanooga, Tennessee-Georgia HMAUsed in scoring [5]
Erlanger Health system employees in FY20257,000employees minimumFY2025 fact sheetErlanger Health, Chattanooga-centered systemUsed in scoring [11]
Erlanger adult and pediatric ambulatory visits in FY20251,256,566visitsFY2025 fact sheetErlanger Health, Chattanooga-centered systemUsed in scoring [11]
Major employer counts reported for the Chattanooga HMAErlanger Health System: 5,994; Volkswagen Group of America Chattanooga Plant: 5,239; BlueCross BlueShield of Tennessee: 4,145; Tennessee Valley Authority: 3,857; CHI Memorial Health Care System: 3,722; University of Tennessee at Chattanooga: 3,616employeesCurrent conditions as of April 1, 2025; selected 2023-2025 market measuresChattanooga, Tennessee-Georgia HMAUsed in scoring [5]
Unemployment rate in June 20263.6percentPreliminary June 2026 labor force and nonfarm payroll dataChattanooga, TN-GA Metropolitan Statistical AreaContext only [7]
Total nonfarm employment in June 2026295,200jobsPreliminary June 2026 labor force and nonfarm payroll dataChattanooga, TN-GA Metropolitan Statistical AreaContext only [7]
Selected Chattanooga MSA nonfarm employment by sector in June 2026manufacturing: 39,400; trade transportation utilities: 54,200; professional business services: 30,700; education health services: 47,100; leisure hospitality: 32,400jobsPreliminary June 2026 labor force and nonfarm payroll dataChattanooga, TN-GA Metropolitan Statistical AreaContext only [7]
Selected mean hourly wages in May 2025all occupations: 28.21; food preparation and serving: 14.86; building and grounds cleaning and maintenance: 17.04; transportation and material moving: 20.87; production: 23.45USD per hourMay 2025Chattanooga, TN-GA Metropolitan Statistical AreaContext only [8]
Production occupations employment share and location quotientjobs: 26,250; share of local employment percent: 9.8; location quotient: 1.77mixedMay 2025Chattanooga, TN-GA Metropolitan Statistical AreaContext only [8]
Industrial vacancy and asking rent in Q2 2026vacancy rate percent: 3.3; average rent usd per sqft: 7.95; inventory sqft: 65,018,056; vacant sqft: 2,168,709mixedQ2 2026 with Q2 2025 and Q1 2026 comparisonsChattanooga, TN-GA Metropolitan Statistical AreaContext only [9]
Retail vacancy and asking rent in Q2 2026vacancy rate percent: 3.5; average rent usd per sqft: 14.57; inventory sqft: 41,826,389; vacant sqft: 1,449,729mixedQ2 2026 with Q2 2025 and Q1 2026 comparisonsChattanooga, TN-GA Metropolitan Statistical AreaContext only [9]
Office vacancy and asking rent in Q2 2026vacancy rate percent: 4.1; average rent usd per sqft: 24.31; inventory sqft: 23,575,673; vacant sqft: 977,486mixedQ2 2026 with Q2 2025 and Q1 2026 comparisonsChattanooga, TN-GA Metropolitan Statistical AreaContext only [9]
Warehouse search size range in TenantBase Q2 2026 activityaverage lower bound sqft: 1,000; average upper bound sqft: 2,500square feetQ2 2026; proprietary search activity referenced through July 1, 2026Chattanooga, TN-GA Metropolitan Statistical AreaContext only [10]
Visitors referenced for 202411.1million visitors2025 sales and event activity; 2024 visitor count referenced on pageHamilton County, TennesseeConditional relationship [12]
Meetings and events booked in 2025306events2025 sales and event activity; 2024 visitor count referenced on pageHamilton County, TennesseeConditional relationship [12]
Reported total economic impact from booked events in 2025211.4USD millions2025 sales and event activity; 2024 visitor count referenced on pageHamilton County, TennesseeConditional relationship [12]
HUD-cited Hamilton County visitor count and spending in 2023visitors millions: 10.7; visitor spending usd billions: 1.7mixedCurrent conditions as of April 1, 2025; selected 2023-2025 market measuresHamilton County, TennesseeConditional relationship [5]
Chattanooga has Euclidean zoning across the majority of city limits and Form-Based Code zoning in defined downtown context areasmajority city zoning: Euclidean; form based context areas: Northshore, Riverfront, City Center, Martin Luther King, Southside, The Bend, Westside, Chestnut StreetcategoricalCurrent zoning guidance accessed August 2026Chattanooga, TennesseeConditional relationship [13] [3]
Form-Based Code permit submittals may require design specifications and neighborhood-meeting documentationpossible required specifications: window, lighting, sign, planting; site constraints can support modification request: yescategoricalCurrent zoning guidance accessed August 2026Chattanooga Form-Based Code context areasConditional relationship [13]
Form-Based Code modification application feesminor modification usd: 25; major modification usd: 150USDCurrent application and fee guidance accessed August 2026Chattanooga Form-Based Code context areasConditional relationship [14] [15]
A Form-Based Code case at 345 Broad Street requested a major modification of projecting-sign requirementscase id: FBC-25-19; address: 345 Broad St; zone: D-CX-12; request type: projecting sign requirement modificationcase recordCase FBC-25-19345 Broad Street, Chattanooga, TennesseeConditional relationship [16]
FY2025 wastewater treatment charges by water-consumption tierfirst 100000 gallons: 15.14; next 650000 gallons: 11.27; next 1250000 gallons: 9.16; next 30000000 gallons: 7.73; over 32000000 gallons: 7.52USD per 1000 gallonsFY2025 wastewater treatment fees effective October 1, 2024Applicable City of Chattanooga wastewater customersContext only [17]
Industrial wastewater users with high BOD or solids pay added charges and significant users pay an annual permit feesignificant user annual permit fee usd: 500; high BOD and solids extra charges: yesmixedFY2025 wastewater treatment fees effective October 1, 2024Applicable City of Chattanooga industrial wastewater usersContext only [17]
City procurement includes Requests for Quotes below $25,000 and sealed IFB/RFP/RFQ solicitationsrequest for quote threshold: below USD 25000; sealed solicitation types: Invitation to Bid, Request for Proposals, Request for Qualifications; potential procurement list update frequency: monthlycategoricalCurrent procurement process accessed August 2026Chattanooga, TennesseeContext only [18]
Solicitation 200975 sought vendors for litter-capture devices and maintenance for city waterways and stormwater infrastructuresolicitation id: 200975; scope: equipment and maintenance services for litter interception in waterways and stormwater infrastructureprocurement recordSolicitation 200975 advertised July 2026Chattanooga, TennesseeContext only [19]
Hamilton Place Improvement Project reduced dedicated left-turn capacity from Old Lee Highway/Bonnie Oaks westbound to I-75 southbound beginning March 3, 2026previous dedicated turn lanes: 2; operating turn lanes during project: 1; reported capacity change: reduced by half; estimated duration months: 8mixedHamilton Place Improvement Project lane configuration beginning March 3, 2026, estimated eight monthsOld Lee Highway / Bonnie Oaks / Jenkins Road / I-75 Hamilton Place corridorConditional relationship [20]
I-75 at I-24 Interchange Phase II was completed and fully opened to traffic on April 24, 2026completedproject statusPhase II completion April 24, 2026I-75 / I-24 interchange, Hamilton County at ChattanoogaContext only [21]
TDOT's current 10-year plan includes a Hamilton County / Chattanooga Interstate 24 widening investment scheduled in the plan rather than treated as current completed constructionplanned future projectproject statusCurrent 10-year plan accessed August 2026Interstate 24, Hamilton County / ChattanoogaContext only [22]

How to use the ranking

What the model can and cannot establish

  • Scores measure local operating alignment, not expected financial performance or franchise-system quality.
  • Citywide evidence may not describe the exact site or territory ultimately offered.
  • Conditional effects are shown for diligence but do not change the published score until their applicability is established.

Methodology

How the local-alignment ranking is calculated

01

Measure the city

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

02

Profile each operating model

Map each franchise to controlled operating attributes and local sensitivities.

03

Apply scoreable effects

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

04

Preserve conditional effects

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

05

Test rank sensitivity

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

06

Generate public output

Create the ranking, factor-status ledger, visuals, metric registry, and automated quality report from the same data.

How the common baseline becomes a city-specific score

Every concept starts from the same 70.0 reference point, so differences come only from modeled local interactions. In this city, City Wide reached 71.30 after target-market demand +1.3 pts. The current model caps total local movement at ±18.0 points. The score is not a percentage, probability, or estimate of investment quality.

Precision and materiality

Calculations use full-precision values. Published scores and factor contributions display one decimal place, while ranks use full precision. Effects smaller than 0.1 points are identified as below the publication threshold rather than presented as a meaningful zero.

Score tiers

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

How factor rows are classified

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

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

Model 0.9.0 · Compiler 0.15.1-franchise-image-filter · Report generated August 19, 2026 (site timezone)

Model governance

How this report is calculated and corrected

Calculation controls

Model designer
Thomas Jepsen

No concept’s final score is manually raised or lowered after calculation. Before this template is activated, the report is reviewed for source scope, classification, arithmetic, unsupported claims, duplication, and readability.

Model history

  1. Model 0.9.0-calibration · August 19, 2026Added compiler-derived decision intelligence and observation usage mapping., Changed factor sensitivity and channel counterfactuals to full model reruns., Added data-dependent city content signals while preserving legacy public report fields., and Added model-owned semantic compatibility gates and backward-compatible channel-level evidence attribution.

Corrections policy

Corrected source, geography, or operating-profile evidence triggers a full compiler rerun so every dependent score and visual is recalculated.

Source registry

Evidence represented in this report

Each source identifies its period, scope, and the local metrics it supports. Internal or supplied research is not presented as independently accessible evidence.

  1. 1
    Structural Inefficiencies and Asymmetric Franchise Opportunities in Tier-1 U.S. MarketsInternal or supplied research; not publicly accessible.
    Publisher
    Supplied research material
    Published
    February 24, 2026
    Data period
    Research cited as accessed through February 24, 2026
    Scope
    Chattanooga, Tennessee section within a multi-city research docket
    Locator
    Chattanooga, Tennessee section on pages 13-14; works cited on pages 25-26
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 12, 2026
  2. 2
    Forensic Audit of Structural Constraints and Latent Jurisdictional RisksInternal or supplied research; not publicly accessible.
    Publisher
    Supplied research material
    Published
    February 19, 2026
    Data period
    Research cited as accessed through February 19, 2026
    Scope
    Chattanooga, Tennessee section within a multi-city municipal-risk docket
    Locator
    Chattanooga, Tennessee section on page 13; works cited on page 19
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 12, 2026
  3. 3
    Franchise data - remake - aug(6).csvInternal or supplied research; not publicly accessible.

    Used for: Chattanooga has Euclidean zoning across the majority of city limits and Form-Based Code zoning in defined downtown context areas

    Publisher
    Supplied research material
    Data period
    Neighborhood research supplied August 2026; underlying source dates vary
    Scope
    Rows labeled Chattanooga, Tennessee, including Southside, Downtown, Hixson, East Brainerd, Ooltewah, and Red Bank
    Locator
    Six Chattanooga-labeled rows; only in-city or independently corroborated content retained
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 12, 2026
  4. 4
    QuickFacts: Chattanooga city, Tennessee

    Used for: Resident population estimate on July 1, 2025, Population change from the April 2020 estimate base to July 2025, Households in the 2020-2024 Census reference period, Owner-occupied housing unit rate, and Health care and social assistance receipts/revenue in 2022

    Publisher
    U.S. Census Bureau
    Data period
    July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measures
    Scope
    Chattanooga city, Tennessee
    Locator
    Population, households, housing tenure, income, commute, and economic measures
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  5. 5
    Comprehensive Housing Market Analysis for Chattanooga, Tennessee-Georgia

    Used for: Estimated current households in the Chattanooga HMA as of April 2025, Average annual household growth from 2020 to April 2025, Sales housing units under construction as of April 1, 2025, Rental housing units under construction as of April 1, 2025, and Education and health services share of Chattanooga HMA nonfarm payrolls

    Publisher
    U.S. Department of Housing and Urban Development, Office of Policy Development and Research
    Data period
    Current conditions as of April 1, 2025; selected 2023-2025 market measures
    Scope
    Chattanooga, TN-GA Housing Market Area / MSA; includes Hamilton, Marion, Sequatchie, Catoosa, Dade, and Walker Counties
    Locator
    Executive Summary; Economic Conditions pp. 3-6; Housing Demand Forecast; Rental Market pp. 16-18
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  6. 6
    Market at a Glance: Chattanooga, TN-GA
    Publisher
    U.S. Department of Housing and Urban Development, PD&R / Economic & Market Analysis Division
    Published
    January 15, 2026
    Data period
    Economic and housing indicators primarily through June-August 2025
    Scope
    Chattanooga, TN-GA Metropolitan Statistical Area
    Locator
    Economic conditions, population and household trends, housing inventory, permits, and rental supply
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  7. 7
    Chattanooga, TN-GA Economy at a Glance

    Used for: Unemployment rate in June 2026, Total nonfarm employment in June 2026, and Selected Chattanooga MSA nonfarm employment by sector in June 2026

    Publisher
    U.S. Bureau of Labor Statistics
    Data period
    Preliminary June 2026 labor force and nonfarm payroll data
    Scope
    Chattanooga, TN-GA Metropolitan Statistical Area
    Locator
    Economy at a Glance table, January-June 2026
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  8. 8
    Occupational Employment and Wages in Chattanooga, TN-GA — May 2025

    Used for: Selected mean hourly wages in May 2025 and Production occupations employment share and location quotient

    Publisher
    U.S. Bureau of Labor Statistics, Southeast Information Office
    Published
    July 10, 2026
    Data period
    May 2025
    Scope
    Chattanooga, TN-GA Metropolitan Statistical Area
    Locator
    Table A major occupational groups and production occupation detail
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  9. 9
    Real Estate Quarterly — Chattanooga Tennessee, Q2 2026

    Used for: Industrial vacancy and asking rent in Q2 2026, Retail vacancy and asking rent in Q2 2026, and Office vacancy and asking rent in Q2 2026

    Publisher
    Chattanooga Area Chamber of Commerce; market statistics sourced to CoStar Group
    Data period
    Q2 2026 with Q2 2025 and Q1 2026 comparisons
    Scope
    Chattanooga Metropolitan Statistical Area
    Locator
    Industrial, office, and retail market tables
    Source tier
    Tier 3 · credible industry
    Accessed
    August 12, 2026
  10. 10
    Chattanooga Commercial Real Estate Market Report — Q2 2026

    Used for: Warehouse search size range in TenantBase Q2 2026 activity

    Publisher
    TenantBase
    Data period
    Q2 2026; proprietary search activity referenced through July 1, 2026
    Scope
    Chattanooga commercial leasing search activity and named submarkets
    Locator
    TenantBase Activity, Industrial & Warehouse Market, and source notes
    Source tier
    Tier 4 · directional commercial or practitioner
    Accessed
    August 12, 2026
  11. 11
    Erlanger Fast Facts — Fact Sheet FY2025

    Used for: Erlanger Health system employees in FY2025 and Erlanger adult and pediatric ambulatory visits in FY2025

    Publisher
    Erlanger
    Data period
    FY2025 fact sheet
    Scope
    Erlanger Health system centered in Chattanooga, Tennessee
    Locator
    Health System at a Glance
    Source tier
    Tier 2 · recognized institutional research
    Accessed
    August 12, 2026
  12. 12
    2025 Annual Report

    Used for: Visitors referenced for 2024, Meetings and events booked in 2025, and Reported total economic impact from booked events in 2025

    Publisher
    Chattanooga Tourism Co.
    Data period
    2025 sales and event activity; 2024 visitor count referenced on page
    Scope
    Chattanooga and Hamilton County visitor economy
    Locator
    Annual Report sections on visitor volume, group bookings, events booked, and event economic impact
    Source tier
    Tier 3 · credible industry
    Accessed
    August 12, 2026
  13. 13
    FBC Zoning

    Used for: Chattanooga has Euclidean zoning across the majority of city limits and Form-Based Code zoning in defined downtown context areas and Form-Based Code permit submittals may require design specifications and neighborhood-meeting documentation

    Publisher
    City of Chattanooga
    Data period
    Current zoning guidance accessed August 2026
    Scope
    Chattanooga city limits; Form-Based Code context areas and Euclidean-zoned remainder
    Locator
    Types of Zoning, Permit Submittal, Modification Applications, and FBC Context Areas
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  14. 14
    Form-Based Code Minor Modification Application

    Used for: Form-Based Code modification application fees

    Publisher
    City of Chattanooga
    Data period
    Current application and fee guidance accessed August 2026
    Scope
    Chattanooga Form-Based Code context areas
    Locator
    Requirements and fee section
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  15. 15
    Form-Based Code Major Modification Application

    Used for: Form-Based Code modification application fees

    Publisher
    City of Chattanooga
    Data period
    Current application and fee guidance accessed August 2026
    Scope
    Chattanooga Form-Based Code context areas
    Locator
    Requirements, committee review, and fee section
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  16. 16
    Form-Based Code Committee materials — Case FBC-25-19, 345 Broad Street

    Used for: A Form-Based Code case at 345 Broad Street requested a major modification of projecting-sign requirements

    Publisher
    City of Chattanooga
    Data period
    Case FBC-25-19
    Scope
    345 Broad Street, Chattanooga; D-CX-12 Form-Based Code zone
    Locator
    Case FBC-25-19 projecting-sign modification request
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  17. 17
    Water and Sewer Customer Service

    Used for: FY2025 wastewater treatment charges by water-consumption tier and Industrial wastewater users with high BOD or solids pay added charges and significant users pay an annual permit fee

    Publisher
    City of Chattanooga
    Data period
    FY2025 wastewater treatment fees effective October 1, 2024
    Scope
    City of Chattanooga wastewater service customers subject to applicable user class and pretreatment rules
    Locator
    Wastewater Treatment Fees and industrial/commercial guidance
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  18. 18
    Open Bids and Solicitations

    Used for: City procurement includes Requests for Quotes below $25,000 and sealed IFB/RFP/RFQ solicitations

    Publisher
    City of Chattanooga Purchasing
    Data period
    Current procurement process accessed August 2026
    Scope
    City of Chattanooga procurement
    Locator
    Open Solicitations, Potential Procurements, Pre-Bid Meetings, and Award Protest Process
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  19. 19
    City of Chattanooga Seeks Vendors for Litter Capture Devices to Protect Local Waterways

    Used for: Solicitation 200975 sought vendors for litter-capture devices and maintenance for city waterways and stormwater infrastructure

    Publisher
    City of Chattanooga
    Published
    July 21, 2026
    Data period
    Solicitation 200975 advertised July 2026
    Scope
    City of Chattanooga waterways and stormwater infrastructure
    Locator
    Solicitation 200975 vendor scope and procurement reference
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  20. 20
    Upcoming Construction and Testing Related Road Closures

    Used for: Hamilton Place Improvement Project reduced dedicated left-turn capacity from Old Lee Highway/Bonnie Oaks westbound to I-75 southbound beginning March 3, 2026

    Publisher
    City of Chattanooga
    Published
    March 2, 2026
    Data period
    Hamilton Place Improvement Project lane configuration beginning March 3, 2026, estimated eight months
    Scope
    Old Lee Highway / Bonnie Oaks / Jenkins Road / I-75 Hamilton Place corridor in Chattanooga
    Locator
    Old Lee Hwy / Bonnie Oaks Lane Closures at I-75
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  21. 21
    TDOT Celebrates Completion of the I-75 at I-24 Interchange in Hamilton County

    Used for: I-75 at I-24 Interchange Phase II was completed and fully opened to traffic on April 24, 2026

    Publisher
    Tennessee Department of Transportation
    Published
    April 24, 2026
    Data period
    Phase II completion April 24, 2026
    Scope
    I-75 / I-24 interchange in Hamilton County at Chattanooga
    Locator
    Completion status and completed improvements
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  22. 22
    Tennessee Department of Transportation 10-Year Project Plan

    Used for: TDOT's current 10-year plan includes a Hamilton County / Chattanooga Interstate 24 widening investment scheduled in the plan rather than treated as current completed construction

    Publisher
    Tennessee Department of Transportation
    Data period
    Current 10-year plan accessed August 2026
    Scope
    Tennessee statewide; includes Hamilton County / Chattanooga Interstate 24 widening investment
    Locator
    Region 2 project-plan listing for Interstate 24 widening
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  23. 23
    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 business establishments by industry
    Locator
    2023 County Business Patterns dataset and API
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  24. 24
    ACS 2024 Table B25034: Year Structure Built
    Publisher
    U.S. Census Bureau
    Data period
    2020-2024 American Community Survey 5-year estimates
    Scope
    Configurable Census geographies; Chattanooga place values require explicit table export
    Locator
    Table B25034 year-structure-built categories
    Source tier
    Tier 1 · government
    Accessed
    August 12, 2026
  25. 25
    Chattanooga Housing Study
    Publisher
    Chattanooga-Hamilton County Regional Planning Agency
    Data period
    Legacy housing study materials; page accessed August 2026
    Scope
    Chattanooga and Hamilton County housing study context
    Locator
    Housing study landing page and linked legacy study materials
    Source tier
    Tier 2 · recognized institutional research
    Accessed
    August 12, 2026
  26. 26
    Analysis of permitted new housing units in Hamilton County from 2006-2024
    Publisher
    Chattanooga-Hamilton County Regional Planning Agency
    Data period
    Permitted housing units 2006-2024
    Scope
    Hamilton County, Tennessee
    Locator
    Housing-unit permit analysis page
    Source tier
    Tier 2 · recognized institutional research
    Accessed
    August 12, 2026

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