70.1 average across 2 concepts
Local operating-model alignment analysis
Best Franchise Opportunities We Assessed in Birmingham, Alabama
We compared 14 franchise concepts for Birmingham, Alabama. 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.
14Concepts evaluated
31Sources used
20Primary 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
0.6 points average among 6 affected concepts
Tested rank range spans 12 positions
Executive conclusion
What the ranking means for Birmingham, Alabama
City Wide, Jan-Pro International, and FASTSIGNS produced the highest modeled local-alignment scores in the evaluated set. Healthcare institutional service demand was the strongest positive scored mechanism among 6 exposed concepts, adding 0.6 points on average. 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.
| Rank | Franchise | Alignment and tier | Largest advantage | Largest constraint | Evidence confidence |
|---|---|---|---|---|---|
| 1 | City WideFacility managementInvestment: $229,729–$410,730 | 71.4Tier 3 · Mixed modeled alignment | +1.4 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 2 | Jan-Pro InternationalCommercial cleaningInvestment: $130,000–$421,500 | 71.0Tier 3 · Mixed modeled alignment | +1.0 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 3 | FASTSIGNSSigns and graphicsInvestment: $231,226–$386,285 | 70.5Tier 3 · Mixed modeled alignment | +0.5 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 4 | HomeSmilesProperty maintenance servicesInvestment: $148,110–$201,800 | 70.5Tier 3 · Mixed modeled alignment | +0.5 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 5 | Rainbow International RestorationRestorationInvestment: $185,336–$351,900 | 70.2Tier 3 · Mixed modeled alignment | +0.2 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 6 | ActionCOACHBusiness coachingInvestment: $71,668–$303,513 | 70.2Tier 3 · Mixed modeled alignment | +0.2 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 7 | Aire ServHVAC installation, repair, and maintenanceInvestment: $113,308–$271,708 | 70.0Tier 3 · Mixed modeled alignment | No material positive local adjustment | No material negative local adjustment | Moderate evidence confidence |
| 8 | Tiger AdjustersPublic insurance adjustingInvestment: $43,050–$159,500 | 70.0Tier 3 · Mixed modeled alignment | No material positive local adjustment | No material negative local adjustment | Moderate evidence confidence |
| 9 | ZOOM DRAINDrain and sewer serviceInvestment: $266,250–$570,500 | 70.0Tier 3 · Mixed modeled alignment | No material positive local adjustment | No material negative local adjustment | Moderate evidence confidence |
| 10 | Mr. RooterPlumbingInvestment: $152,900–$298,675 | 70.0Tier 3 · Mixed modeled alignment | No material positive local adjustment | No material negative local adjustment | Moderate evidence confidence |
Conditions that changed the analysis
What mattered most in Birmingham, Alabama
UAB and Birmingham’s health-care cluster support institutional service demand
This relationship affected 6 concepts and added 0.6 points on average among those exposed. Local evidence: Healthcare practitioners and technical occupations as a share of Birmingham-area employment: 8.7 percent of area employment. [14] [5]
2024 ACS 1-year median household income for the Birmingham metro area was $74,954
The 2024 ACS 1-year city estimate was $51,355, while the metro estimate was $74,954; the city poverty estimate was also materially higher than the metro estimate. Metro-wide purchasing-power statistics can therefore overstate the income profile of a Birmingham-city trade area. Site-level demand should use the actual trade area rather than the metropolitan average. [6] [7] [8]
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. [14] [5] [2] [11] [12]
Evidence behind the city mechanisms
UAB and Birmingham’s health-care cluster support institutional service demand1 modeled effect
Healthcare institutional service demandTarget-market demand
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 alignment71.4
City Wide
Initial investment: $229,729–$410,730
Increase +1.4 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 |
| +1.4 pts |
| Net local movement | +1.37 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 | +1.4 |
| Property replacement-cycle demand | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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 | 71.37 |
| Published local-market alignment | 71.4 |
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
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.4 pts
- Tested rank range
- #1–#12
#2Tier 3 · Mixed modeled alignment71.0
Jan-Pro International
Initial investment: $130,000–$421,500
Increase +1.0 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +1.0 pts |
| Net local movement | +0.99 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 | +1.0 |
| Property replacement-cycle demand | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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 | 70.99 |
| Published local-market alignment | 71.0 |
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
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.0 pts
- Tested rank range
- #2–#14
#3Tier 3 · Mixed modeled alignment70.5
FASTSIGNS
Initial investment: $231,226–$386,285
Increase +0.5 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 |
| +0.5 pts |
| Net local movement | +0.52 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 | +0.5 |
| Property replacement-cycle demand | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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 | 70.52 |
| Published local-market alignment | 70.5 |
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
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.5 pts
- Tested rank range
- #3–#6
#4Tier 3 · Mixed modeled alignment70.5
HomeSmiles
Initial investment: $148,110–$201,800
Increase +0.5 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 |
| +0.5 pts |
| Net local movement | +0.52 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 | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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 | 70.52 |
| Published local-market alignment | 70.5 |
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
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.5 pts
- Tested rank range
- #2–#4
#5Tier 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: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.2 pts |
| Net local movement | +0.19 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 | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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 | 70.19 |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.2 pts
- Tested rank range
- #5–#13
#6Tier 3 · Mixed modeled alignment70.2
ActionCOACH
Initial investment: $71,668–$303,513
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 | +0.17 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 | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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 | 70.17 |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.2 pts
- Tested rank range
- #5–#6
#7Tier 3 · Mixed modeled alignment70.0
Aire Serv
Initial investment: $113,308–$271,708
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
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 | Not applicable to this operating model |
| Property replacement-cycle demand | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #1–#7
#8Tier 3 · Mixed modeled alignment70.0
Tiger Adjusters
Initial investment: $43,050–$159,500
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 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 | Not applicable to this operating model |
| Property replacement-cycle demand | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #3–#8
#9Tier 3 · Mixed modeled alignment70.0
ZOOM DRAIN
Initial investment: $266,250–$570,500
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 mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #4–#9
#10Tier 3 · Mixed modeled alignment70.0
Mr. Rooter
Initial investment: $152,900–$298,675
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 | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #7–#10
#11Tier 3 · Mixed modeled alignment70.0
Mister Sparky Electric
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.
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 | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #8–#11
#12Tier 3 · Mixed modeled alignment70.0
Pillar To Post Home Inspectors
Initial investment: $102,690–$134,290
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 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 | Not applicable to this operating model |
| Property replacement-cycle demand | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #9–#12
#13Tier 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 | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #10–#13
#14Tier 3 · Mixed modeled alignment70.0
Workout Anytime
Initial investment: $1,060,850–$1,840,550
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 | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- 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 | +1.4 |
| Property replacement-cycle demand | Measured; no meaningful local adjustment |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| 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 | 71.37 |
| Published local-market alignment | 71.4 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Starting pointThe operating-model baseline shown in the first ledger row.
InteractionsAny interaction or gate is included in the relevant contribution or calibration row.
Confidence treatmentEvidence confidence is disclosed separately unless the model definition explicitly applies a calibration adjustment.
RoundingFull-precision contributions are summed before the final displayed score is rounded to one decimal place; whole-number results are shown without a trailing decimal.
Factor impact
Which local conditions changed scores or rankings?
We neutralized one factor at a time, recalculated every score, and then measured both absolute score movement and changes in rank order.
Observed model effectMixed or model dependent
Target-market demand
We tested how much of the city’s theoretical customer and business demand remained usable after operating friction.
Why concepts react differently
We applied a measurable adjustment to 6 of 14 concepts. When we neutralized the factor and recalculated the table, 14 concepts changed position. FASTSIGNS moved from #3 to #14, the largest movement among concepts directly affected by this factor.
Concepts adjusted6 of 14
Average among affected+0.6 pts
Average across all concepts+0.3 pts
Concepts changing rank14
What we observed
- Health Care And Social Assistance Receipts Or Revenue In 20229,974,856,000 dollars
- Healthcare Practitioners And Technical Occupations As A Share Of Birmingham Area Employment8.7 percent of area employment
- Uab Reports More Than 35,000 Employees35,000 employees minimum
Concepts helped most
City WideFacility management
+1.4 pts
Jan-Pro InternationalCommercial cleaning
+1.0 pts
FASTSIGNSSigns and graphics
+0.5 pts
HomeSmilesProperty maintenance services
+0.5 pts
Rainbow International RestorationRestoration
+0.2 pts
Measured but not differentiating in this concept set
- 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 Jan-Pro InternationalHighly sensitive · tested #2–#14
#3 FASTSIGNSModerately sensitive · tested #3–#6
#4 HomeSmilesModerately sensitive · tested #2–#4
#5 Rainbow International RestorationHighly sensitive · tested #5–#13
#6 ActionCOACHStable · tested #5–#6
#7 Aire ServHighly sensitive · tested #1–#7
#8 Tiger AdjustersHighly sensitive · tested #3–#8
#9 ZOOM DRAINHighly sensitive · tested #4–#9
#10 Mr. RooterModerately sensitive · tested #7–#10
#11 Mister Sparky ElectricModerately sensitive · tested #8–#11
#12 Pillar To Post Home InspectorsModerately sensitive · tested #9–#12
#13 PuroCleanModerately sensitive · tested #10–#13
#14 Workout AnytimeModerately 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: [5] [6] [7] [8] [11] [12] [13] [14] [28] [29] [2] [4]Property replacement-cycle demand: [9] [10] [6] [5] [2]Competitive environment: [5] [17] [18] [4]Labor and staffing friction: [14] [15] [16] [11] [2] [3]Transportation, routing, and parking: [5] [23] [24] [25] [26] [27] [2] [3]Real estate and site feasibility: [17] [18] [21] [22] [19] [2]Sales and customer acquisition: [30] [31] [5] [11] [4]Referral ecosystem: [11] [5] [30] [31] [2]Territory quality: [5] [6] [7] [8] [17] [18] [28] [29] [4]Regulatory and operating friction: [19] [20] [21] [22] [4] [3]
View the chart data as a table
| Concept | Target-market demand |
|---|---|
| #1 City Wide | +1.4 pts |
| #2 Jan-Pro International | +1.0 pts |
| #3 FASTSIGNS | +0.5 pts |
| #4 HomeSmiles | +0.5 pts |
| #5 Rainbow International Restoration | +0.2 pts |
| #6 ActionCOACH | +0.2 pts |
| #7 Aire Serv | — |
| #8 Tiger Adjusters | — |
| #9 ZOOM DRAIN | — |
| #10 Mr. Rooter | — |
| #11 Mister Sparky Electric | — |
| #12 Pillar To Post Home Inspectors | — |
| #13 PuroClean | — |
| #14 Workout Anytime | — |
Interpretation
How to interpret the result
City Wide, Jan-Pro International, FASTSIGNS 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, Rainbow International Restoration; their ranks move more widely when individual factors are neutralized.
Local evidence assessed for modeling
Category comparisons
Best franchise categories we assessed in Birmingham, 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 Birmingham, 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 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
| Metric | Raw value | Period | Geography | Role in analysis | Source |
|---|---|---|---|---|---|
| Resident population estimate on July 1, 2025 | 195,893people | July 1, 2025 population estimate; 2020-2024 ACS-derived QuickFacts; 2022 economic measures | Birmingham, Alabama | Context only | [5] |
| Population change from the April 2020 estimate base to July 2025 | -2.3percent | July 1, 2025 population estimate; 2020-2024 ACS-derived QuickFacts; 2022 economic measures | Birmingham, Alabama | Context only | [5] |
| Median household income in 2020-2024 | 46,0512024 dollars | July 1, 2025 population estimate; 2020-2024 ACS-derived QuickFacts; 2022 economic measures | Birmingham, Alabama | Context only | [5] |
| Persons in poverty in 2020-2024 | 24.7percent | July 1, 2025 population estimate; 2020-2024 ACS-derived QuickFacts; 2022 economic measures | Birmingham, Alabama | Context only | [5] |
| Retail sales in 2022 | 5,197,628,000dollars | July 1, 2025 population estimate; 2020-2024 ACS-derived QuickFacts; 2022 economic measures | Birmingham, Alabama | Context only | [5] |
| Health care and social assistance receipts or revenue in 2022 | 9,974,856,000dollars | July 1, 2025 population estimate; 2020-2024 ACS-derived QuickFacts; 2022 economic measures | Birmingham, Alabama | Used in scoring | [5] |
| Transportation and warehousing receipts or revenue in 2022 | 1,719,614,000dollars | July 1, 2025 population estimate; 2020-2024 ACS-derived QuickFacts; 2022 economic measures | Birmingham, Alabama | Context only | [5] |
| Estimated total housing units in 2024 | 110,757housing units | 2024 American Community Survey 1-year estimates | Birmingham, Alabama | Context only | [6] |
| Owner-occupied housing-unit rate in 2020-2024 | 45.5percent of occupied housing units | July 1, 2025 population estimate; 2020-2024 ACS-derived QuickFacts; 2022 economic measures | Birmingham, Alabama | Context only | [5] |
| Mean travel time to work in 2020-2024 | 20.8minutes | July 1, 2025 population estimate; 2020-2024 ACS-derived QuickFacts; 2022 economic measures | Birmingham, Alabama | Context only | [5] |
| UAB reports more than 35,000 employees | 35,000employees minimum | 2025-2026 academic catalog and Fall 2025 enrollment | University of Alabama at Birmingham | Used in scoring | [11] |
| UAB Fall 2025 enrollment | 20,868students | 2025-2026 academic catalog and Fall 2025 enrollment | University of Alabama at Birmingham | Used in scoring | [11] [12] |
| UAB Fall 2025 online-only enrollment and share | online only students: 6,090; online only share percent: 29.2students and percent | Fall 2025 | University of Alabama at Birmingham | Context only | [13] |
| Healthcare practitioners and technical occupations as a share of Birmingham-area employment | 8.7percent of area employment | May 2025 | Birmingham, AL Metropolitan Statistical Area | Used in scoring | [14] |
| Mean hourly wage across all occupations in Birmingham and the United States | birmingham msa: 29.22; united states: 33.54dollars per hour | May 2025 | Birmingham, AL Metropolitan Statistical Area | Context only | [14] |
| Selected Birmingham-area major occupational-group mean wages compared with U.S. averages | food preparation and serving: birmingham msa: 14.64, united states: 17.86; office and administrative support: birmingham msa: 22.74, united states: 24.79; transportation and material moving: birmingham msa: 21.64, united states: 23.96; building and grounds cleaning and maintenance: birmingham msa: 17.39, united states: 19.66dollars per hour | May 2025 | Birmingham, AL Metropolitan Statistical Area | Context only | [14] |
| June 2026 unemployment rate comparison | birmingham metro percent: 3.7; united states percent: 4.2; birmingham series status: preliminary not seasonally adjusted; united states series status: seasonally adjustedpercent | June 2026 preliminary unemployment and employment data | Birmingham, AL Metropolitan Statistical Area | Context only | [15] [16] |
| Birmingham office-market conditions in Q1 2026 | overall vacancy including sublease percent: 19; direct vacancy percent: 15.8; overall asking rent per sqft: 21.89; ytd net absorption sqft: 137,405; leasing activity sqft: 222,196mixed | Q1 2026 | Birmingham market as defined by Cushman & Wakefield | Context only | [17] |
| Selected Birmingham office submarket conditions in Q1 2026 | CBD: direct vacancy percent: 14.1, overall asking rent per sqft: 23.35; Midtown: direct vacancy percent: 8, overall asking rent per sqft: 27.57mixed | Q1 2026 | Birmingham market as defined by Cushman & Wakefield | Supports modeled relationship | [17] |
| Birmingham industrial-market conditions in Q2 2026 | overall vacancy percent: 8.7; direct vacancy percent: 7.1; average asking rent per sqft: 7.57; service center asking rent per sqft: 11.18; office warehouse asking rent per sqft: 11.07; speculative construction underway: nomixed | Q2 2026 | Birmingham market as defined by Cushman & Wakefield | Context only | [18] |
| Selected Birmingham industrial submarket direct vacancy rates in Q2 2026 | Central: 7.3; Eastern: 0.3; Oxmoor: 7.9; Southern: 7.5; Southwestern: 11percent | Q2 2026 | Birmingham market as defined by Cushman & Wakefield | Supports modeled relationship | [18] |
| Birmingham Historic Preservation and Urban Design administers 44 historic districts and 26 commercial revitalization districts | historic districts: 44; commercial revitalization districts: 26districts | Current program accessed August 7, 2026 | Birmingham local historic and commercial revitalization districts | Conditional relationship | [20] |
| Design Review Committee review covers visible building work, parking, loading and service areas, landscaping, and signage in covered districts | building exterior, interiors visible from public ways, parking areas, loading and service areas, sidewalks and open space, landscaping, signs and signagereview categories | Current process accessed August 7, 2026 | Birmingham local historic and commercial revitalization districts | Conditional relationship | [19] |
| Design Review Committee standard meeting cadence | standard months: second and fourth Wednesday; november and december: one meeting each month; meeting time: 07:30schedule | Current process accessed August 7, 2026 | Birmingham Design Review Committee | Conditional relationship | [19] |
| Commercial projects generating additional wastewater flow to the Jefferson County sanitary sewer system require capacity analysis before connection or permitting | capacity analysis required for incremental flow: yes; stated review period business days: 10requirement and days | FY2026; effective October 1, 2025 | Jefferson County sanitary sewer system | Context only | [21] |
| Selected FY2026 Jefferson County commercial sewer project fees and fixture-based impact amount | full value fixture impact fee: 401.17; connection permit fee: 89.18; tap to specified existing main: 267.47; additional inspection beyond two: 178.33dollars | FY2026; effective October 1, 2025 | Jefferson County sanitary sewer system | Context only | [21] |
| Jefferson County commercial sewer rates | volumetric per ccf: 14.06; volumetric per 1000 gallons: 18.81; fixed monthly charge range by meter size: minimum: 26.8, maximum: 989.49dollars | Current rates accessed August 7, 2026 | Jefferson County commercial sewer customers | Context only | [22] |
| 41st Street South streetscape construction in Avondale began in May 2026 and was scheduled to continue through the summer months | construction start: 2026-05; scheduled horizon: summer 2026; features: bike lanes, wider sidewalks, new pavement, crosswalks, crossing beacons, intersection upgrades, additional on street parking, lighting, additional values omittedproject status | Construction began May 2026 and was scheduled through the summer months | 41st Street South, Avondale, Birmingham | Conditional relationship | [23] |
| Safe Streets East Lake currently lists multiple locations closed to through traffic | affected streets: Division Avenue, Oporto Madrid Boulevard, 68th Street South, Higdon Road; closure character: temporary through traffic closuresstreet access conditions | Current closures accessed August 7, 2026 | Safe Streets East Lake, Birmingham | Conditional relationship | [24] |
| Birmingham approved permanent Safe Streets enhancements that replace some temporary barriers and limit entry and exit points | permanent elements: curbs, trees, bike paths; access points limited: yesprogram design | October 2025 approval of permanent enhancements | Safe Streets East Lake, Birmingham | Conditional relationship | [25] [26] |
| ALDOT lists the Birmingham I-20/59 concrete pavement rehabilitation project as completed | project status: completed; location: I-20/59 from north of Vanderbilt Road to north of Aviation Avenue, including the I-20 interchange in Birminghamproject status | Project listed as completed; projected completion had been Summer 2025 | I-20/59, Birmingham and Jefferson County | Context only | [27] |
| Birmingham-Hoover HMA median housing-unit age comparison | rental units median age years: 42; owner units median age years: 35; united states rental units median age years: 44years | Housing market conditions as of January 1, 2020 | Birmingham-Hoover, Alabama HMA (seven-county) | Context only | [9] |
| Average apartment age reported for the Central Birmingham/Mountain Brook submarket versus the HMA | central birmingham mountain brook average age years: 22; hma average age years: 27years | Housing market conditions as of January 1, 2020 | Central Birmingham/Mountain Brook within Birmingham-Hoover HMA | Context only | [9] |
| Wahouma neighborhood housing-age concentration | occupied units at least 40 years old percent minimum: 90; units built before 1940 share approximate: nearly one thirdpercent and share | Neighborhood conditions reported in 2024 | Wahouma, Birmingham, Alabama | Context only | [10] |
| Housing units added in Birmingham City Center since adoption of the City Center Master Plan | 4,500housing units minimum | March 2020 through current page accessed August 7, 2026 | Birmingham City Center | Conditional relationship | [28] |
| Named single-family housing construction reported in three Birmingham neighborhoods | Pratt City: 52; Woodlawn: 16; Oak Hill: 27housing units | Construction activity reported June 2025 | Pratt City, Woodlawn, and Oak Hill, Birmingham | Conditional relationship | [29] |
| 2024 ACS 1-year median household income comparison between Birmingham city and the Birmingham metro area | birmingham city: 51,355; birmingham metro area: 74,954dollars | 2024 American Community Survey 1-year estimates | Birmingham city and Birmingham, AL metro area | Supports research conclusion | [6] [7] [8] |
| 2024 ACS 1-year poverty-rate comparison between Birmingham city and the Birmingham metro area | birmingham city: 22.3; birmingham metro area: 12.3percent | 2024 American Community Survey 1-year estimates | Birmingham city and Birmingham, AL metro area | Supports research conclusion | [7] [8] |
| City of Birmingham purchasing process thresholds and local-vendor preference | bid lists more than: 200; sealed bid expected purchase threshold dollars: 15,000; under threshold typical local quotes: 3; city limit vendor preference max price difference percent: 5mixed | Current procurement rules accessed August 7, 2026 | City of Birmingham | Context only | [30] [31] |
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 71.37 after target-market demand +1.4 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.
- 1Franchise-to-City Operating-Fit Model TaxonomyInternal or supplied research; not publicly accessible.
- 2Structural Inefficiencies and Utility Delta Audit: A Private Equity Real Estate AnalysisInternal or supplied research; not publicly accessible.
- 3Forensic Municipal Constraint and Structural Friction ReportInternal or supplied research; not publicly accessible.
- 4Franchise neighborhood operating notesInternal or supplied research; not publicly accessible.
- 5QuickFacts: Birmingham city, Alabama
Used for: Resident population estimate on July 1, 2025, Population change from the April 2020 estimate base to July 2025, Median household income in 2020-2024, Persons in poverty in 2020-2024, and Retail sales in 2022
- 6Birmingham city, Alabama Profile
Used for: Estimated total housing units in 2024 and 2024 ACS 1-year median household income comparison between Birmingham city and the Birmingham metro area
- 7Birmingham, AL profile
Used for: 2024 ACS 1-year median household income comparison between Birmingham city and the Birmingham metro area and 2024 ACS 1-year poverty-rate comparison between Birmingham city and the Birmingham metro area
- 8Birmingham, AL Metro Area profile
Used for: 2024 ACS 1-year median household income comparison between Birmingham city and the Birmingham metro area and 2024 ACS 1-year poverty-rate comparison between Birmingham city and the Birmingham metro area
- 9Comprehensive Housing Market Analysis for Birmingham-Hoover, Alabama
Used for: Birmingham-Hoover HMA median housing-unit age comparison and Average apartment age reported for the Central Birmingham/Mountain Brook submarket versus the HMA
- 10Wahouma Choice Neighborhood planning and housing context
Used for: Wahouma neighborhood housing-age concentration
- 11About UAB
Used for: UAB reports more than 35,000 employees and UAB Fall 2025 enrollment
- 12Student Demographics
Used for: UAB Fall 2025 enrollment
- 13Online Enrollment
Used for: UAB Fall 2025 online-only enrollment and share
- 14Occupational Employment and Wages in Birmingham, AL — May 2025
Used for: Healthcare practitioners and technical occupations as a share of Birmingham-area employment, Mean hourly wage across all occupations in Birmingham and the United States, and Selected Birmingham-area major occupational-group mean wages compared with U.S. averages
- 15Birmingham-Hoover, AL Economy at a Glance
Used for: June 2026 unemployment rate comparison
- 16Employment Situation — June 2026
Used for: June 2026 unemployment rate comparison
- 17Birmingham Office MarketBeat Q1 2026
Used for: Birmingham office-market conditions in Q1 2026 and Selected Birmingham office submarket conditions in Q1 2026
- 18Birmingham Industrial MarketBeat Q2 2026
Used for: Birmingham industrial-market conditions in Q2 2026 and Selected Birmingham industrial submarket direct vacancy rates in Q2 2026
- 19Design Review Committee
Used for: Design Review Committee review covers visible building work, parking, loading and service areas, landscaping, and signage in covered districts and Design Review Committee standard meeting cadence
- 20Historic Preservation & Urban Design Division
Used for: Birmingham Historic Preservation and Urban Design administers 44 historic districts and 26 commercial revitalization districts
- 21Commercial Project Checklist — Fiscal Year 2026
Used for: Commercial projects generating additional wastewater flow to the Jefferson County sanitary sewer system require capacity analysis before connection or permitting and Selected FY2026 Jefferson County commercial sewer project fees and fixture-based impact amount
- 22Commercial Sewer Rates
Used for: Jefferson County commercial sewer rates
- 2341st St. S. Streetscape Improvements
Used for: 41st Street South streetscape construction in Avondale began in May 2026 and was scheduled to continue through the summer months
- 24Road Closures
Used for: Safe Streets East Lake currently lists multiple locations closed to through traffic
- 25City Approves Permanent Safety, Beautification Enhancements to Safe Streets Initiative
Used for: Birmingham approved permanent Safe Streets enhancements that replace some temporary barriers and limit entry and exit points
- 26Project Safe Streets
Used for: Birmingham approved permanent Safe Streets enhancements that replace some temporary barriers and limit entry and exit points
- 27Concrete Pavement Rehabilitation on I-20/59 in Jefferson County
Used for: ALDOT lists the Birmingham I-20/59 concrete pavement rehabilitation project as completed
- 28Planning Division
Used for: Housing units added in Birmingham City Center since adoption of the City Center Master Plan
- 29Developers Begin Construction on 50+ Houses in Pratt City During Homeownership Month
Used for: Named single-family housing construction reported in three Birmingham neighborhoods
- 30Purchasing Division
Used for: City of Birmingham purchasing process thresholds and local-vendor preference
- 31Bidding Opportunities
Used for: City of Birmingham purchasing process thresholds and local-vendor preference
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.