70.1 average across 2 concepts
Local operating-model alignment analysis
Best Franchise Opportunities We Assessed in Huntsville, Alabama
We compared 14 franchise concepts for Huntsville, Alabama. Household 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.
14Concepts evaluated
22Local sources used
27Local metrics
Evaluation set
Why these concepts were evaluated
This is not a ranking of every franchise that may be offered in the city.
14Concepts assessed
Concepts were included when enough operating-model information existed to assign a provisional local-sensitivity profile. Unresolved inputs reduce confidence or remain conditional rather than automatically excluding a concept.
A brand’s participation in our referral network does not add points or change its position.
City-level conclusions
What stood out in our assessment
1 point average among 13 affected concepts
Tested rank range spans 10 positions
Executive conclusion
What the ranking means for Huntsville, Alabama
City Wide, HomeSmiles, and Pillar To Post Home Inspectors produced the highest modeled local-alignment scores in the evaluated set. Household service demand was the strongest positive scored mechanism among 8 exposed concepts, adding 1.1 points on average. Pillar To Post Home Inspectors was especially relationship-sensitive: removing household service demand moved it from #3 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.
| Rank | Franchise | Alignment and tier | Largest advantage | Largest constraint | Evidence confidence |
|---|---|---|---|---|---|
| 1 | City WideFacility managementInvestment: $229,729–$410,730 | 72.3Tier 2 · Favorable modeled alignment | +1.5 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 2 | HomeSmilesProperty maintenance servicesInvestment: $148,110–$201,800 | 71.8Tier 3 · Mixed modeled alignment | +1.8 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 3 | Pillar To Post Home InspectorsHome inspectionInvestment: $102,690–$134,290 | 71.7Tier 3 · Mixed modeled alignment | +1.7 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 4 | ActionCOACHBusiness coachingInvestment: $71,668–$303,513 | 71.6Tier 3 · Mixed modeled alignment | +1.2 ptsReferral ecosystem | No material negative local adjustment | Moderate evidence confidence |
| 5 | Aire ServHVAC installation, repair, and maintenanceInvestment: $113,308–$271,708 | 71.3Tier 3 · Mixed modeled alignment | +1.3 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 6 | Mr. RooterPlumbingInvestment: $152,900–$298,675 | 71.2Tier 3 · Mixed modeled alignment | +1.2 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 7 | Mister Sparky ElectricElectrical | 71.1Tier 3 · Mixed modeled alignment | +1.1 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 8 | Jan-Pro InternationalCommercial cleaningInvestment: $130,000–$421,500 | 71.1Tier 3 · Mixed modeled alignment | +1.1 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 9 | ZOOM DRAINDrain and sewer serviceInvestment: $266,250–$570,500 | 71.1Tier 3 · Mixed modeled alignment | +1.1 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 10 | FASTSIGNSSigns and graphicsInvestment: $231,226–$386,285 | 70.9Tier 3 · Mixed modeled alignment | +0.7 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
Conditions that changed the analysis
What mattered most in Huntsville, Alabama
Sustained residential construction and household-base expansion
This relationship affected 8 concepts and added 1.1 points on average among those exposed. Local evidence: Multifamily construction pipeline reported in January 2026: complexes under construction: 14; units under construction minimum: 3,200; complexes completed in 2025: 19 mixed housing pipeline. [5] [4]
Large Redstone Arsenal and Cummings Research Park employment concentrations
The institutional and professional employment base supports B2B institutional-account and professional-referral channels, but the employment is concentrated in large campuses and specialized corridors. It should not be converted into a citywide walk-in or lunch-demand premium without site-level customer-access evidence. [6] [7] [9] [10]
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. [9] [4] [5] [6] [7]
Evidence behind the city mechanisms
Sustained residential construction and household-base expansion1 modeled effect
Household service demandTarget-market demand
Redstone Arsenal and Cummings Research Park institutional-professional concentration3 local facts · 2 modeled effects · 3 sources
- Approximate Redstone Arsenal workforce: 45,500 workers approximate [6]
- Professional and business services employment in June 2026: 70,600 jobs [9]
- Cummings Research Park scale: companies: 300; employees: 26,500; acreage minimum: 3,800 mixed cluster scale [7]
University and government account demandTarget-market demand
Institutional professional relationship baseReferral ecosystem
Compare all assessed concepts
Local impact by franchise concept
14 concepts shown. Expand a concept to see the score-changing factors and their modeled drivers; the full audit ledger stays collapsed.
#1Tier 2 · Favorable modeled alignment72.3
City Wide
Initial investment: $229,729–$410,730
Increase +1.5 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 factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +1.5 pts |
| Referral ecosystem |
| +0.7 pts |
| Net local movement | +2.27 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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.5 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | +0.7 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 72.27 |
| Published local-market alignment | 72.3 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.5 pts
- Tested rank range
- #1–#3
#2Tier 3 · Mixed modeled alignment71.8
HomeSmiles
Initial investment: $148,110–$201,800
Increase +1.8 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 factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand | +1.8 pts | |
| Net local movement | +1.85 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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.8 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.85 |
| Published local-market alignment | 71.8 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.8 pts
- Tested rank range
- #1–#5
#3Tier 3 · Mixed modeled alignment71.7
Pillar To Post Home Inspectors
Initial investment: $102,690–$134,290
Increase +1.7 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 factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +1.7 pts |
| Net local movement | +1.68 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 sourcesFull 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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.7 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.68 |
| Published local-market alignment | 71.7 |
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
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.7 pts
- Tested rank range
- #2–#10
#4Tier 3 · Mixed modeled alignment71.6
ActionCOACH
Initial investment: $71,668–$303,513
Increase +1.2 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 factor | Modeled drivers | Impact |
|---|---|---|
| Referral ecosystem |
| +1.2 pts |
| Target-market demand |
| +0.5 pts |
| Net local movement | +1.63 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 baseline | 70.0 |
|---|---|
| Target-market demand | +0.5 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | +1.2 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.63 |
| Published local-market alignment | 71.6 |
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
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Referral ecosystem +1.2 pts
- Tested rank range
- #1–#11
#5Tier 3 · Mixed modeled alignment71.3
Aire Serv
Initial investment: $113,308–$271,708
Increase +1.3 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 factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +1.3 pts |
| Net local movement | +1.29 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
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 sourceFull 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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.3 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.29 |
| Published local-market alignment | 71.3 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.3 pts
- Tested rank range
- #4–#5
#6Tier 3 · Mixed modeled alignment71.2
Mr. Rooter
Initial investment: $152,900–$298,675
Increase +1.2 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 factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +1.2 pts |
| Net local movement | +1.20 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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.2 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.20 |
| Published local-market alignment | 71.2 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.2 pts
- Tested rank range
- #5–#8
#7Tier 3 · Mixed modeled alignment71.1
Mister Sparky Electric
Increase +1.1 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 factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +1.1 pts |
| Net local movement | +1.12 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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.1 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.12 |
| Published local-market alignment | 71.1 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.1 pts
- Tested rank range
- #6–#9
#8Tier 3 · Mixed modeled alignment71.1
Jan-Pro International
Initial investment: $130,000–$421,500
Increase +1.1 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +1.1 pts |
| Net local movement | +1.12 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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.1 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.12 |
| Published local-market alignment | 71.1 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.1 pts
- Tested rank range
- #7–#14
#9Tier 3 · Mixed modeled alignment71.1
ZOOM DRAIN
Initial investment: $266,250–$570,500
Increase +1.1 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 factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +1.1 pts |
| Net local movement | +1.06 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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.1 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.06 |
| Published local-market alignment | 71.1 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.1 pts
- Tested rank range
- #7–#9
#10Tier 3 · Mixed modeled alignment70.9
FASTSIGNS
Initial investment: $231,226–$386,285
Increase +0.7 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 factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.7 pts |
| Referral ecosystem |
| +0.2 pts |
| Net local movement | +0.92 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
Public company data assessed
3 sourcesFull 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 baseline | 70.0 |
|---|---|
| Target-market demand | +0.7 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | +0.2 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.92 |
| Published local-market alignment | 70.9 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.7 pts
- Tested rank range
- #3–#10
#11Tier 3 · Mixed modeled alignment70.9
Workout Anytime
Initial investment: $1,060,850–$1,840,550
Increase +0.9 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.9 pts |
| Net local movement | +0.89 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 baseline | 70.0 |
|---|---|
| Target-market demand | +0.9 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.89 |
| Published local-market alignment | 70.9 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.9 pts
- Tested rank range
- #9–#12
#12Tier 3 · Mixed modeled alignment70.4
Tiger Adjusters
Initial investment: $43,050–$159,500
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 factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.4 pts |
| Net local movement | +0.42 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 sourceFull 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 baseline | 70.0 |
|---|---|
| Target-market demand | +0.4 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.42 |
| Published local-market alignment | 70.4 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.4 pts
- Tested rank range
- #6–#12
#13Tier 3 · Mixed modeled alignment70.2
Rainbow International Restoration
Initial investment: $185,336–$351,900
Increase +0.2 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Stable
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +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 mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.2 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.18 |
| Published local-market alignment | 70.2 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.2 pts
- Tested rank range
- #13–#13
#14Tier 3 · Mixed modeled alignment70.0
PuroClean
Initial investment: $54,575–$262,145
No material positive local adjustment identifiedNo 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.
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 mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.00 |
| Published local-market alignment | 70.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Adequate
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #11–#14
No franchise concepts match the selected filters.
Worked score example
How we calculated City Wide
This example uses the same ledger shown for every concept and must reconcile exactly to the published score.
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +1.5 |
| Property replacement-cycle demand | Not included in the score |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | +0.7 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 72.27 |
| Published local-market alignment | 72.3 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Starting pointThe operating-model baseline shown in the first ledger row.
InteractionsAny interaction or gate is included in the relevant contribution or calibration row.
Confidence treatmentEvidence confidence is disclosed separately unless the model definition explicitly applies a calibration adjustment.
RoundingFull-precision contributions are summed before the final displayed score is rounded to one decimal place; whole-number results are shown without a trailing decimal.
Factor impact
Which local conditions changed scores or rankings?
We neutralized one factor at a time, recalculated every score, and then measured both absolute score movement and changes in rank order.
Observed model effectPositive local support
Target-market demand
We tested how much of the city’s theoretical customer and business demand remained usable after operating friction.
Why concepts react differently
We applied a measurable adjustment to 13 of 14 concepts. When we neutralized the factor and recalculated the table, 14 concepts changed position. HomeSmiles moved from #2 to #14, the largest movement among concepts directly affected by this factor.
Concepts adjusted13 of 14
Average among affected+1.0 pts
Average across all concepts+1.0 pts
Concepts changing rank14
What we observed
- Population Change From April 2020 Estimate Base To July 20258.7 percent
- Residential Certificates Of Occupancy Issued In 20254,813 housing units
- Single Family Lots Approved By The Planning Commission In 20251,892 lots
Concepts helped most
HomeSmilesProperty maintenance services
+1.8 pts
Pillar To Post Home InspectorsHome inspection
+1.7 pts
City WideFacility management
+1.5 pts
Aire ServHVAC installation, repair, and maintenance
+1.3 pts
Mr. RooterPlumbing
+1.2 pts
Observed model effectMixed or model dependent
Referral ecosystem
We tested whether the local professional and institutional referral ecosystem materially separated the assessed concepts.
Why concepts react differently
We applied a measurable adjustment to 3 of 14 concepts. When we neutralized the factor and recalculated the table, 10 concepts changed position. ActionCOACH moved from #4 to #11, the largest movement among concepts directly affected by this factor.
Concepts adjusted3 of 14
Average among affected+0.7 pts
Average across all concepts+0.2 pts
Concepts changing rank10
Concepts helped most
ActionCOACHBusiness coaching
+1.2 pts
City WideFacility management
+0.8 pts
FASTSIGNSSigns and graphics
+0.2 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
- 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 WideModerately sensitive · tested #1–#3
#2 HomeSmilesHighly sensitive · tested #1–#5
#3 Pillar To Post Home InspectorsHighly sensitive · tested #2–#10
#4 ActionCOACHHighly sensitive · tested #1–#11
#5 Aire ServStable · tested #4–#5
#6 Mr. RooterModerately sensitive · tested #5–#8
#7 Mister Sparky ElectricModerately sensitive · tested #6–#9
#8 Jan-Pro InternationalHighly sensitive · tested #7–#14
#9 ZOOM DRAINModerately sensitive · tested #7–#9
#10 FASTSIGNSHighly sensitive · tested #3–#10
#11 Workout AnytimeModerately sensitive · tested #9–#12
#12 Tiger AdjustersHighly sensitive · tested #6–#12
#13 Rainbow International RestorationStable · tested #13–#13
#14 PuroCleanModerately sensitive · tested #11–#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.
Score-changing factors
Factors that changed the calculated scores
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.
Primary source records by factorTarget-market demand: [4] [5] [6] [7] [9] [18] [1] [3]Property replacement-cycle demand: [5] [4] [20] [1]Competitive environment: [18] [5] [3]Labor and staffing friction: [8] [9] [22] [2] [1]Transportation, routing, and parking: [12] [13] [14] [6] [2] [3]Real estate and site feasibility: [10] [11] [19] [1]Sales and customer acquisition: [18] [5] [3]Referral ecosystem: [6] [7] [9] [8] [1]Territory quality: [5] [10] [12] [13] [3]Regulatory and operating friction: [15] [16] [17] [21] [2] [3]
View the chart data as a table
| Concept | Target-market demand | Referral ecosystem |
|---|---|---|
| #1 City Wide | +1.5 pts | +0.8 pts |
| #2 HomeSmiles | +1.8 pts | — |
| #3 Pillar To Post Home Inspectors | +1.7 pts | — |
| #4 ActionCOACH | +0.5 pts | +1.2 pts |
| #5 Aire Serv | +1.3 pts | — |
| #6 Mr. Rooter | +1.2 pts | — |
| #7 Mister Sparky Electric | +1.1 pts | — |
| #8 Jan-Pro International | +1.1 pts | — |
| #9 ZOOM DRAIN | +1.1 pts | — |
| #10 FASTSIGNS | +0.7 pts | +0.2 pts |
| #11 Workout Anytime | +0.9 pts | — |
| #12 Tiger Adjusters | +0.4 pts | — |
| #13 Rainbow International Restoration | +0.2 pts | — |
| #14 PuroClean | — | — |
Interpretation
How to interpret the result
City Wide, HomeSmiles, Pillar To Post Home Inspectors 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 HomeSmiles, Pillar To Post Home Inspectors, ActionCOACH; their ranks move more widely when individual factors are neutralized.
Local evidence assessed for modeling
Category comparisons
Best franchise categories we assessed in Huntsville, Alabama
Category summaries are shown only when at least two concepts qualified. Two-concept comparisons are explicitly labeled as limited.
Limited two-concept comparison
70.1Limited comparison: Restoration franchise opportunities assessed in Huntsville, Alabama
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 27 local metrics behind this analysis
The registry shows each public metric’s raw value, period, geography, source, and its actual role in the compiled analysis.
View all local metrics
| Metric | Raw value | Period | Geography | Role in analysis | Source |
|---|---|---|---|---|---|
| Census population estimate on July 1, 2025 | 233,627people | July 1, 2025 population estimate; April 1, 2020 estimate base; 2020-2024 household characteristics | Huntsville city, Alabama | Context only | [4] |
| Population change from April 2020 estimate base to July 2025 | 8.7percent | July 1, 2025 population estimate; April 1, 2020 estimate base; 2020-2024 household characteristics | Huntsville city, Alabama | Used in scoring | [4] |
| City Planning Department population estimate reported in 2025 Development Review | 250,648people | Calendar year 2025 | City of Huntsville | Context only | [5] |
| Residential certificates of occupancy issued in 2025 | 4,813housing units | Calendar year 2025 | City of Huntsville | Used in scoring | [5] |
| Single-family lots approved by the Planning Commission in 2025 | 1,892lots | Calendar year 2025 | City of Huntsville | Used in scoring | [5] |
| Multifamily construction pipeline reported in January 2026 | complexes under construction: 14; units under construction minimum: 3,200; complexes completed in 2025: 19mixed housing pipeline | Calendar year 2025 | City of Huntsville | Used in scoring | [5] |
| Commercial building permits issued for business construction in 2025 | 500permits minimum approximate | Calendar year 2025 | City of Huntsville | Context only | [5] |
| Land added through annexations in 2025 | acres added: 3,015; annexations: 18; reported city size sq mi: 231.4mixed geographic growth | Calendar year 2025 | City of Huntsville | Conditional relationship | [5] |
| Approximate Redstone Arsenal workforce | 45,500workers approximate | Redstone Update information reported December 2024 | Redstone Arsenal within the Huntsville economic catchment | Supports modeled relationship | [6] |
| Cummings Research Park scale | companies: 300; employees: 26,500; acreage minimum: 3,800mixed cluster scale | Current site accessed August 2026 | Cummings Research Park, Huntsville | Supports modeled relationship | [7] |
| Professional and business services employment in June 2026 | 70,600jobs | January-June 2026; labor-force data through May 2026 | Huntsville, AL MSA | Supports modeled relationship | [9] |
| Selected major occupational mean hourly wages versus U.S. averages | food preparation and serving: huntsville: 14.85, united states: 17.86; building and grounds cleaning: huntsville: 17.72, united states: 19.66; sales: huntsville: 23.21, united states: 26.43; office and administrative support: huntsville: 22.59, united states: 24.79; installation maintenance and repair: huntsville: 28.76, united states: 30.44; production: huntsville: 24.35, united states: 24.81usd per hour mean | May 2025 | Huntsville, AL MSA | Context only | [8] |
| Architecture and engineering occupational concentration | employment: 19,930; employment share percent: 7.5; location quotient: 4.44; mean hourly wage: 59.93mixed labor metric | May 2025 | Huntsville, AL MSA | Context only | [8] |
| Unemployment rate in May 2026 | 2.9percent not seasonally adjusted | January-June 2026; labor-force data through May 2026 | Huntsville, AL MSA | Context only | [9] |
| Mazda Toyota Manufacturing production-team wage schedule reported after October 2021 increase | starting hourly wage: 18.35; top hourly wage: 25; skilled starting hourly wage: 25.64; skilled top hourly wage: 36usd per hour | Wage changes effective October 2021 | Mazda Toyota Manufacturing, Huntsville-area plant | Context only | [22] [2] |
| Tracked industrial market occupancy and vacancy in Q2 2026 | tracked sqft: 36,030,324; occupancy percent: 90.8; vacant sqft: 3,296,365mixed real estate metric | Q2 2026 | Graham & Company tracked Huntsville industrial market | Context only | [10] |
| Industrial occupancy varies materially by submarket in Q2 2026 | Jetplex occupancy percent: 89.6; North Central occupancy percent: 93; Greenbrier occupancy percent: 87.3; Chase occupancy percent: 98.6percent occupied | Q2 2026 | Jetplex, North/Central, Greenbrier, and Chase industrial submarkets | Conditional relationship | [10] |
| Office vacancy and quoted rates vary by submarket in Q2 2026 | CRP: vacancy percent: 18.2, average quoted rate per sqft full service: 23; CBD Downtown: vacancy percent: 14.7, average quoted rate per sqft full service: 28; Madison Jetplex: vacancy percent: 9.5, average quoted rate per sqft full service: 22.5mixed office market metric | Q2 2026 | Cummings Research Park, CBD/Downtown, and Madison/Jetplex office submarkets | Conditional relationship | [10] |
| Northern Bypass construction remains active with end-2026 anticipated completion | construction start: 2023-11; reported completion percent as of 2025 08 08: 55; construction contract usd: 34,695,598.29; anticipated completion: 2026-12mixed project status | Project status updated August 8, 2025; anticipated completion end of 2026 | Northern Bypass / Memorial Parkway / Bob Wade Lane corridor | Conditional relationship | [12] |
| Traffic volume on the congested I-565 / Research Park Boulevard corridor | 140,000vehicles per day more than | Funding agreement and corridor traffic information in November 2025 | I-565 eastbound / Research Park Boulevard interchange corridor | Context only | [13] |
| Resolute Way Phase 1 remains in engineering design rather than active road construction | roadway length miles: 2.1; design contract usd: 680,691; design completion expected: 2027-midyearmixed project status | Design phase beginning March 2026; design anticipated through mid-2027 | I-565 to Redstone Gateway near Gate 9 | Context only | [14] |
| Projecting-sign projection and clearance limits in specified zoning districts | maximum projection from building face ft: 4; minimum vertical clearance ft: 12; covered districts: General Business C-3, Central Business C-B, Research Park 2, Village Business C-6rule parameters | Ordinance compilation current through April 1, 2026 | C-3, C-B, Research Park 2, and C-6 districts in the City of Huntsville | Conditional relationship | [15] |
| Commercial plans requiring Alabama-certified design-professional seal | building size threshold sqft: 2,500; also applies to occupancies: assembly, educational, institutional, hazardousrequirement parameters | Current permitting requirements accessed August 2026 | City of Huntsville | Context only | [16] |
| General building-permit calculation for permits other than new single-family dwellings | 0.55percent of total contracting price | Current permit-cost formula accessed August 2026 | City of Huntsville | Context only | [17] |
| Madison County employer establishments and employment | employer establishments: 9,295; employment: 191,024; nonemployer establishments: 31,229mixed business metric | 2023 employer-establishment and employment data; 2022 firm ownership reference year | Madison County, Alabama | Context only | [18] |
| Karst and fractured-carbonate hydrogeology occurs in the Madison County / Redstone Arsenal study area | Karst terrain with solution-enhanced fractures and localized bedrock cavities is documented in the assessment area; geographic and parcel-level conditions vary.qualitative context | Hydrogeologic investigation published 2015 | Madison County and Redstone Arsenal hydrogeologic assessment area | Context only | [20] [1] |
| Redstone Arsenal PFAS cleanup remains in the CERCLA investigation process | current cercla phase: RI Planned; referenced site investigation: Final Preliminary Assessment and Site Inspection, June 2022; page last reviewed: 2025-07-17status | Page last reviewed July 17, 2025; references June 2022 PA/SI and current CERCLA status | Redstone Arsenal | Context only | [21] [1] |
How to use the ranking
What the model can and cannot establish
- Scores measure local operating alignment, not expected financial performance or franchise-system quality.
- Citywide evidence may not describe the exact site or territory ultimately offered.
- Conditional effects are shown for diligence but do not change the published score until their applicability is established.
Methodology
How the local-alignment ranking is calculated
Measure the city
Collect reusable local metrics with source, period, geography, and confidence fields.
Profile each operating model
Map each franchise to controlled operating attributes and local sensitivities.
Apply scoreable effects
Score only effects whose applicability is established at the report’s current geographic and operating scope.
Preserve conditional effects
Keep location- or territory-dependent issues visible for diligence without automatically changing the score.
Test rank sensitivity
Remove one factor at a time from every concept and rerank using full-precision scores.
Generate public output
Create the ranking, factor-status ledger, visuals, metric registry, and automated quality report from the same data.
How the common baseline becomes a city-specific score
Every concept starts from the same 70.0 reference point, so differences come only from modeled local interactions. In this city, City Wide reached 72.27 after target-market demand +1.5 pts and referral ecosystem +0.7 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 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. Reports are checked for source scope, classification, arithmetic, unsupported claims, duplication, and readability before publication.
Model history
- Model 0.9.0-calibration · August 19, 2026Added compiler-derived decision intelligence and observation usage mapping., Changed factor sensitivity and channel counterfactuals to full model reruns., Added data-dependent city content signals while preserving legacy public report fields., and Added model-owned semantic compatibility gates and backward-compatible channel-level evidence attribution.
Corrections policy
Corrected source, geography, or operating-profile evidence triggers a full compiler rerun so every dependent score and visual is recalculated.
Source registry
Local evidence supporting this report
The city page keeps the local sources used for its visible findings and metrics. Franchise-source provenance stays with the underlying franchise research rather than being duplicated across every city page.
- 1Utility Delta Audit: Structural Inefficiencies and CapEx Traps in Key U.S. MarketsInternal or supplied research; not publicly accessible.
Used for: Karst and fractured-carbonate hydrogeology occurs in the Madison County / Redstone Arsenal study area and Redstone Arsenal PFAS cleanup remains in the CERCLA investigation process
- 2Forensic Audit Report: Municipal Deal-Killer Constraints and Structural Capital ToxicityInternal or supplied research; not publicly accessible.
Used for: Mazda Toyota Manufacturing production-team wage schedule reported after October 2021 increase
- 3Franchise data - remake - augInternal or supplied research; not publicly accessible.
- 4QuickFacts: Huntsville city, Alabama
Used for: Census population estimate on July 1, 2025 and Population change from April 2020 estimate base to July 2025
- 5Housing growth remains strong, 2025 Huntsville Development Review reveals
Used for: City Planning Department population estimate reported in 2025 Development Review, Residential certificates of occupancy issued in 2025, Single-family lots approved by the Planning Commission in 2025, Multifamily construction pipeline reported in January 2026, and Commercial building permits issued for business construction in 2025
- 6Redstone Arsenal: Driving economic impact and shaping Huntsville's future
Used for: Approximate Redstone Arsenal workforce
- 7Cummings Research Park - Contact / Leadership
Used for: Cummings Research Park scale
- 8Occupational Employment and Wages in Huntsville, AL — May 2025
Used for: Selected major occupational mean hourly wages versus U.S. averages and Architecture and engineering occupational concentration
- 9Huntsville, AL Economy at a Glance
Used for: Professional and business services employment in June 2026 and Unemployment rate in May 2026
- 10Huntsville Q2 2026 Report
Used for: Tracked industrial market occupancy and vacancy in Q2 2026, Industrial occupancy varies materially by submarket in Q2 2026, and Office vacancy and quoted rates vary by submarket in Q2 2026
- 11
- 12Huntsville Northern Bypass Phases II & III
Used for: Northern Bypass construction remains active with end-2026 anticipated completion
- 13Huntsville enters funding agreement for first phase of Resolute Way
Used for: Traffic volume on the congested I-565 / Research Park Boulevard corridor
- 14Huntsville approves engineering design contract for Resolute Way
Used for: Resolute Way Phase 1 remains in engineering design rather than active road construction
- 15Zoning Ordinance, City of Huntsville, Alabama, as of April 1, 2026
Used for: Projecting-sign projection and clearance limits in specified zoning districts
- 16Building License & Permits
Used for: Commercial plans requiring Alabama-certified design-professional seal
- 17Permit Costs
Used for: General building-permit calculation for permits other than new single-family dwellings
- 18QuickFacts: Madison County, Alabama
Used for: Madison County employer establishments and employment
- 19
- 20Characterization of Hydrogeology and Regional Groundwater Movement in Madison County and Redstone Arsenal, Alabama
Used for: Karst and fractured-carbonate hydrogeology occurs in the Madison County / Redstone Arsenal study area
- 21Redstone Arsenal PFAS Information
Used for: Redstone Arsenal PFAS cleanup remains in the CERCLA investigation process
- 22Mazda Toyota Manufacturing increases wages, offers sign-on bonus
Used for: Mazda Toyota Manufacturing production-team wage schedule reported after October 2021 increase
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.
Disclaimer and broker disclosure: This analysis is informational and does not constitute financial, legal, accounting, or investment advice. Market-alignment scores do not predict financial performance or business success. Offers are made only through the delivery of a Franchise Disclosure Document. We may receive referral compensation from participating franchisors; compensation is not an input to the scoring model.