69.4 average across 2 concepts
Local operating-model alignment analysis
Best Franchise Opportunities We Assessed in Allentown, Pennsylvania
We compared 14 franchise concepts for Allentown, Pennsylvania. Replacement and repair demand was a leading positive mechanism. Frontline labor pressure was a leading operating constraint.
What “best” means in this ranking“Best” means the strongest modeled local operating alignment among the franchise concepts assessed on this page. It does not estimate earnings or determine which franchise is best for a particular candidate.
14Concepts evaluated
31Sources used
21Primary sources
36Local 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
0.3 points average among 7 affected concepts
0.6 points average reduction among 9 affected concepts
Tested rank range spans 12 positions
Executive conclusion
What the ranking means for Allentown, Pennsylvania
City Wide, ZOOM DRAIN, and Mr. Rooter produced the highest modeled local-alignment scores in the evaluated set. Replacement and repair demand was the strongest positive scored mechanism among 7 exposed concepts, adding 0.3 points on average. Frontline labor pressure was the broadest operating constraint, reducing exposed concepts by 0.6 points on average. Jan-Pro International was especially relationship-sensitive: removing frontline labor pressure moved it from #14 to #2 in the full model rerun. These scores describe local operating alignment, not expected returns or overall franchise quality; the offered territory and franchise economics still require separate diligence.
How this differs from a directory: the model does not award points for brand popularity, advertising placement, or referral compensation. It tests how documented local conditions interact with each concept’s operating requirements.
Best franchise opportunities assessed
Top 10 local-alignment scores from 14 concepts assessed
“Best” refers to modeled local operating alignment among the concepts assessed—not expected earnings, franchise-system quality, or candidate fit.
Rankings use full-precision scores.Displayed values use one decimal place. Identical displayed scores can therefore have different ranks, and close results should be treated as effectively similar.
| Rank | Franchise | Alignment and tier | Largest advantage | Largest constraint | Evidence confidence |
|---|---|---|---|---|---|
| 1 | City WideFacility managementInvestment: $229,729–$410,730 | 70.4Tier 3 · Mixed modeled alignment | +0.8 ptsTarget-market demand | -0.4 ptsLabor and staffing friction | Moderate evidence confidence |
| 2 | ZOOM DRAINDrain and sewer serviceInvestment: $266,250–$570,500 | 70.4Tier 3 · Mixed modeled alignment | +0.4 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 3 | Mr. RooterPlumbingInvestment: $152,900–$298,675 | 70.4Tier 3 · Mixed modeled alignment | +0.4 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 4 | Mister Sparky ElectricElectrical | 70.3Tier 3 · Mixed modeled alignment | +0.3 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 5 | FASTSIGNSSigns and graphicsInvestment: $231,226–$386,285 | 70.3Tier 3 · Mixed modeled alignment | +0.3 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 6 | Aire ServHVAC installation, repair, and maintenanceInvestment: $113,308–$271,708 | 70.2Tier 3 · Mixed modeled alignment | +0.4 ptsProperty replacement-cycle demand | -0.2 ptsLabor and staffing friction | Moderate evidence confidence |
| 7 | Pillar To Post Home InspectorsHome inspectionInvestment: $102,690–$134,290 | 70.2Tier 3 · Mixed modeled alignment | +0.2 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 8 | ActionCOACHBusiness coachingInvestment: $71,668–$303,513 | 70.0Tier 3 · Mixed modeled alignment | +0.1 ptsTarget-market demand | -0.1 ptsLabor and staffing friction | Moderate evidence confidence |
| 9 | Tiger AdjustersPublic insurance adjustingInvestment: $43,050–$159,500 | 69.9Tier 3 · Mixed modeled alignment | No material positive local adjustment | -0.1 ptsLabor and staffing friction | Moderate evidence confidence |
| 10 | HomeSmilesProperty maintenance servicesInvestment: $148,110–$201,800 | 69.8Tier 3 · Mixed modeled alignment | +0.3 ptsTarget-market demand | -0.5 ptsLabor and staffing friction | Moderate evidence confidence |
Conditions that changed the analysis
What mattered most in Allentown, Pennsylvania
Older housing stock supports property-system replacement and inspection demand
This relationship affected 7 concepts and added 0.3 points on average among those exposed. Local evidence: Estimated housing units in ACS 2020-2024 presentation: 49,502 housing units. [6] [5]
Logistics concentration creates competition for overlapping frontline hourly labor
This relationship affected 9 concepts and reduced 0.6 points on average among those exposed. Local evidence: Food preparation and serving related employment and mean wage: local share percent: 8.2; mean hourly wage usd: 17.04 mixed. [7]
labor-intensive-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 labor and staffing friction. [7] [4] [8] [11] [9] [1] [2]
Evidence behind the city mechanisms
Healthcare concentration supports institutional service-account demand1 modeled effect
Healthcare institutional service demandTarget-market demand
Older housing stock supports property-system replacement and inspection demand1 modeled effect
Replacement and repair demandProperty replacement-cycle demand
Logistics concentration creates competition for overlapping frontline hourly labor1 modeled effect
Frontline labor pressureLabor and staffing friction
Compare all assessed concepts
Local impact by franchise concept
14 concepts shown. Expand a concept to see the score-changing factors and their modeled drivers; the full audit ledger stays collapsed.
#1Tier 3 · Mixed modeled alignment70.4
City Wide
Initial investment: $229,729–$410,730
Increase +0.8 pts Target-market demandReduction -0.4 pts Labor and staffing friction
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.8 pts |
| Labor and staffing friction |
| -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 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 | +0.8 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.4 |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.8 pts
- Tested rank range
- #1–#9
#2Tier 3 · Mixed modeled alignment70.4
ZOOM DRAIN
Initial investment: $266,250–$570,500
Increase +0.4 pts Property replacement-cycle demandNo material negative local adjustment identified
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +0.4 pts |
| Net local movement | +0.40 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 | Not applicable to this operating model |
| Property replacement-cycle demand | +0.4 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| 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 | 70.40 |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.4 pts
- Tested rank range
- #1–#4
#3Tier 3 · Mixed modeled alignment70.4
Mr. Rooter
Initial investment: $152,900–$298,675
Increase +0.4 pts Property replacement-cycle demandNo material negative local adjustment identified
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +0.4 pts |
| Net local movement | +0.40 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 | Not applicable to this operating model |
| Property replacement-cycle demand | +0.4 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| 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 | 70.40 |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.4 pts
- Tested rank range
- #2–#5
#4Tier 3 · Mixed modeled alignment70.3
Mister Sparky Electric
Increase +0.3 pts Property replacement-cycle demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +0.3 pts |
| Net local movement | +0.34 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 | Not applicable to this operating model |
| Property replacement-cycle demand | +0.3 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| 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 | 70.34 |
| Published local-market alignment | 70.3 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.3 pts
- Tested rank range
- #3–#7
#5Tier 3 · Mixed modeled alignment70.3
FASTSIGNS
Initial investment: $231,226–$386,285
Increase +0.3 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.3 pts |
| Net local movement | +0.30 pts | |
Net uses full-precision effects; displayed factor and driver rows are rounded.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
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 | +0.3 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| 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 | 70.30 |
| Published local-market alignment | 70.3 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.3 pts
- Tested rank range
- #2–#8
#6Tier 3 · Mixed modeled alignment70.2
Aire Serv
Initial investment: $113,308–$271,708
Increase +0.4 pts Property replacement-cycle demandReduction -0.2 pts Labor and staffing friction
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +0.4 pts |
| Labor and staffing friction |
| -0.2 pts |
| Net local movement | +0.20 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
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 | +0.4 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.2 |
| 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 | 70.20 |
| 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
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.4 pts
- Tested rank range
- #4–#9
#7Tier 3 · Mixed modeled alignment70.2
Pillar To Post Home Inspectors
Initial investment: $102,690–$134,290
Increase +0.2 pts Property replacement-cycle demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle 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 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 | +0.2 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| 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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.2 pts
- Tested rank range
- #5–#11
#8Tier 3 · Mixed modeled alignment70.0
ActionCOACH
Initial investment: $71,668–$303,513
Increase +0.1 pts Target-market demandReduction -0.1 pts Labor and staffing friction
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.1 pts |
| Labor and staffing friction |
| -0.1 pts |
| Net local movement | +0.04 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 | +0.1 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.1 |
| 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 | 70.04 |
| 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
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.1 pts
- Tested rank range
- #3–#12
#9Tier 3 · Mixed modeled alignment69.9
Tiger Adjusters
Initial investment: $43,050–$159,500
No material positive local adjustment identifiedReduction -0.1 pts Labor and staffing friction
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Labor and staffing friction |
| -0.1 pts |
| Net local movement | -0.12 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
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 | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.1 |
| 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 | 69.88 |
| Published local-market alignment | 69.9 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Labor and staffing friction -0.1 pts
- Tested rank range
- #8–#13
#10Tier 3 · Mixed modeled alignment69.8
HomeSmiles
Initial investment: $148,110–$201,800
Increase +0.3 pts Target-market demandReduction -0.5 pts Labor and staffing friction
Rank sensitivity: Stable
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Labor and staffing friction |
| -0.5 pts |
| Target-market demand |
| +0.3 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 | +0.3 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.5 |
| 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 | 69.82 |
| Published local-market alignment | 69.8 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Labor and staffing friction -0.5 pts
- Tested rank range
- #9–#10
#11Tier 3 · Mixed modeled alignment69.5
PuroClean
Initial investment: $54,575–$262,145
Increase +0.3 pts Property replacement-cycle demandReduction -0.8 pts Labor and staffing friction
Rank sensitivity: Stable
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Labor and staffing friction |
| -0.8 pts |
| Property replacement-cycle demand |
| +0.3 pts |
| Net local movement | -0.55 pts | |
Net uses full-precision effects; displayed factor and driver rows are rounded.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
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 | +0.3 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.8 |
| 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 | 69.45 |
| Published local-market alignment | 69.5 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Labor and staffing friction -0.8 pts
- Tested rank range
- #10–#11
#12Tier 3 · Mixed modeled alignment69.4
Rainbow International Restoration
Initial investment: $185,336–$351,900
Increase +0.3 pts Property replacement-cycle demandReduction -1.0 pts Labor and staffing friction
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Labor and staffing friction |
| -1.0 pts |
| Property replacement-cycle demand |
| +0.3 pts |
| Target-market demand |
| +0.1 pts |
| Net local movement | -0.59 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 | +0.1 |
| Property replacement-cycle demand | +0.3 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.0 |
| 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 | 69.41 |
| Published local-market alignment | 69.4 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Labor and staffing friction -1.0 pts
- Tested rank range
- #3–#12
#13Tier 3 · Mixed modeled alignment69.0
Workout Anytime
Initial investment: $1,060,850–$1,840,550
No material positive local adjustment identifiedReduction -1.0 pts Labor and staffing friction
Rank sensitivity: Stable
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Labor and staffing friction |
| -1.0 pts |
| Net local movement | -0.98 pts | |
Net uses full-precision effects; displayed factor and driver rows are rounded.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not 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 applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.0 |
| 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 | 69.02 |
| Published local-market alignment | 69.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Labor and staffing friction -1.0 pts
- Tested rank range
- #13–#14
#14Tier 3 · Mixed modeled alignment68.8
Jan-Pro International
Initial investment: $130,000–$421,500
Increase +0.6 pts Target-market demandReduction -1.8 pts Labor and staffing friction
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Labor and staffing friction |
| -1.8 pts |
| Target-market demand |
| +0.6 pts |
| Net local movement | -1.21 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 | +0.6 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.8 |
| 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 | 68.79 |
| Published local-market alignment | 68.8 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Labor and staffing friction -1.8 pts
- Tested rank range
- #2–#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 | +0.8 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.4 |
| 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.
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, 9 concepts changed position. City Wide moved from #1 to #9, the largest movement among concepts directly affected by this factor.
Concepts adjusted6 of 14
Average among affected+0.4 pts
Average across all concepts+0.2 pts
Concepts changing rank9
What we observed
- Health Care And Social Assistance Receipts/revenue In 20221,176,489,000 usd
- Healthcare Occupational Concentration In The Allentown Metrohealthcare practitioners local share percent: 8.5; healthcare practitioners us share percent: 6.3; healthcare support local share percent: 5.9; healthcare support us share percent: 5.1 percent of employment
- Lvhn Reports Nearly 23,000 Colleagues Systemwide23,000 employees approximate
Concepts helped most
City WideFacility management
+0.8 pts
Jan-Pro InternationalCommercial cleaning
+0.6 pts
FASTSIGNSSigns and graphics
+0.3 pts
HomeSmilesProperty maintenance services
+0.3 pts
Rainbow International RestorationRestoration
+0.1 pts
Observed model effectMixed or model dependent
Property replacement-cycle demand
We compared the age and condition of relevant property systems with the services each concept is actually equipped to provide.
Why concepts react differently
We applied a measurable adjustment to 7 of 14 concepts. When we neutralized the factor and recalculated the table, 8 concepts changed position. Pillar To Post Home Inspectors moved from #7 to #3, the largest movement among concepts directly affected by this factor.
Concepts adjusted7 of 14
Average among affected+0.3 pts
Average across all concepts+0.2 pts
Concepts changing rank8
What we observed
- Estimated Housing Units In Acs 2020 2024 Presentation49,502 housing units
- Share Of Housing Units Built Before 197071.3 percent of housing units
- Median Year Built For Occupied Housing Units1,952 year
Concepts helped most
ZOOM DRAINDrain and sewer service
+0.4 pts
Mr. RooterPlumbing
+0.4 pts
Aire ServHVAC installation, repair, and maintenance
+0.4 pts
Mister Sparky ElectricElectrical
+0.3 pts
PuroCleanRestoration
+0.3 pts
Observed model effectMixed or model dependent
Labor and staffing friction
We compared each concept’s frontline and specialist staffing requirements with the local labor environment.
Why concepts react differently
We applied a measurable adjustment to 9 of 14 concepts. When we neutralized the factor and recalculated the table, 11 concepts changed position. Jan-Pro International moved from #14 to #2, the largest movement among concepts directly affected by this factor.
Concepts adjusted9 of 14
Average among affected-0.6 pts
Average across all concepts-0.4 pts
Concepts changing rank11
What we observed
- Laborers And Freight, Stock, And Material Movers, Handemployment: 14,840; location quotient: 2.07; mean hourly wage usd: 21.05 mixed
- Stockers And Order Fillersemployment: 9,880; location quotient: 1.44; mean hourly wage usd: 19.83 mixed
- Food Preparation And Serving Related Employment And Mean Wagelocal share percent: 8.2; mean hourly wage usd: 17.04 mixed
Concepts challenged most
Jan-Pro InternationalCommercial cleaning
-1.8 pts
Rainbow International RestorationRestoration
-1.0 pts
Workout AnytimeFitness
-1.0 pts
PuroCleanRestoration
-0.8 pts
HomeSmilesProperty maintenance services
-0.5 pts
Measured but not differentiating in this concept set
- Competitive environmentNo material score adjustment
- Transportation, routing, and parkingNo material score adjustment
- Real estate and site feasibilityNo material score adjustment
- Sales and customer acquisitionNo material score adjustment
- 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–#9
#2 ZOOM DRAINModerately sensitive · tested #1–#4
#3 Mr. RooterModerately sensitive · tested #2–#5
#4 Mister Sparky ElectricHighly sensitive · tested #3–#7
#5 FASTSIGNSHighly sensitive · tested #2–#8
#6 Aire ServHighly sensitive · tested #4–#9
#7 Pillar To Post Home InspectorsHighly sensitive · tested #5–#11
#8 ActionCOACHHighly sensitive · tested #3–#12
#9 Tiger AdjustersHighly sensitive · tested #8–#13
#10 HomeSmilesStable · tested #9–#10
#11 PuroCleanStable · tested #10–#11
#12 Rainbow International RestorationHighly sensitive · tested #3–#12
#13 Workout AnytimeStable · tested #13–#14
#14 Jan-Pro InternationalHighly sensitive · tested #2–#14
Neutralizing a factor removes it from every concept. A concept can move down even when its own score improves because competitors may benefit more.
Original factor comparison
How each factor affected the highest-rated franchise concepts
The graph includes the top 14 concepts by local-alignment score. Only nonzero score contributions are plotted. A factor is removed when every displayed concept received 0.0 points from it. Hover or focus a concept name to highlight all of its remaining data points.
Primary source records by factorTarget-market demand: [4] [7] [9] [11] [8] [29] [26] [2] [3]Property replacement-cycle demand: [5] [6] [22] [23] [7] [2]Competitive environment: [30] [31] [28] [3]Labor and staffing friction: [7] [8] [10] [9] [1] [2]Transportation, routing, and parking: [14] [15] [16] [26] [3]Real estate and site feasibility: [12] [13] [17] [22] [2]Sales and customer acquisition: [30] [31] [4] [3]Referral ecosystem: [4] [9] [11] [29] [3]Territory quality: [18] [20] [21] [14] [15] [27] [26] [3]Regulatory and operating friction: [17] [18] [19] [20] [21] [24] [25] [28] [27] [1] [3]
View the chart data as a table
| Concept | Target-market demand | Property replacement-cycle demand | Labor and staffing friction |
|---|---|---|---|
| #1 City Wide | +0.8 pts | — | -0.4 pts |
| #2 ZOOM DRAIN | — | +0.4 pts | — |
| #3 Mr. Rooter | — | +0.4 pts | — |
| #4 Mister Sparky Electric | — | +0.3 pts | — |
| #5 FASTSIGNS | +0.3 pts | — | — |
| #6 Aire Serv | — | +0.4 pts | -0.2 pts |
| #7 Pillar To Post Home Inspectors | — | +0.2 pts | — |
| #8 ActionCOACH | +0.1 pts | — | -0.1 pts |
| #9 Tiger Adjusters | — | — | -0.1 pts |
| #10 HomeSmiles | +0.3 pts | — | -0.5 pts |
| #11 PuroClean | — | +0.3 pts | -0.8 pts |
| #12 Rainbow International Restoration | +0.1 pts | +0.3 pts | -1.0 pts |
| #13 Workout Anytime | — | — | -1.0 pts |
| #14 Jan-Pro International | +0.6 pts | — | -1.8 pts |
Interpretation
How to interpret the result
City Wide, ZOOM DRAIN, Mr. Rooter led because their operating requirements captured more of the local support from property replacement-cycle demand while remaining less exposed to labor and staffing friction. The same city condition can help one operating model and constrain another, so score differences should be read through each concept's factor pattern rather than as a universal franchise-quality verdict. The ordering is most assumption-sensitive for City Wide, Mister Sparky Electric, FASTSIGNS; their ranks move more widely when individual factors are neutralized.
Local evidence assessed for modeling
Category comparisons
Best franchise categories we assessed in Allentown, Pennsylvania
Category summaries are shown only when at least two concepts qualified. Two-concept comparisons are explicitly labeled as limited.
Limited two-concept comparison
69.4Best Restoration franchise opportunities we assessed in Allentown, Pennsylvania
2 Restoration concepts qualified for comparison, with scores ranging from 69.4 to 69.5. PuroClean ranked highest at 69.5. Property replacement-cycle demand added 0.3 points on average among the affected concepts. Labor and staffing friction reduced the exposed concepts by 0.9 points on average.
Interpret cautiously: A 0.0-point spread is too small to support a strong brand-level conclusion from city alignment alone.
- Concepts compared
- 2
- Score range
- 69.4–69.5
- Category average
- 69.4
PuroClean69.5
Rainbow International Restoration69.4
Metric registry
The 36 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 | 126,044people | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census sales and receipts; 2020 density | Allentown, Pennsylvania | Context only | [4] |
| Population change from April 2020 estimate base to July 2025 | 0.1percent | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census sales and receipts; 2020 density | Allentown, Pennsylvania | Context only | [4] |
| Resident population density in 2020 | 7,169people per square mile | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census sales and receipts; 2020 density | Allentown, Pennsylvania | Context only | [4] |
| Estimated households, 2020-2024 | 46,374households | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census sales and receipts; 2020 density | Allentown, Pennsylvania | Context only | [4] |
| Total retail sales in 2022 | 3,777,028,000usd | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census sales and receipts; 2020 density | Allentown, Pennsylvania | Context only | [4] |
| Health care and social assistance receipts/revenue in 2022 | 1,176,489,000usd | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census sales and receipts; 2020 density | Allentown, Pennsylvania | Used in scoring | [4] |
| Estimated housing units in ACS 2020-2024 presentation | 49,502housing units | Presentation of U.S. Census Bureau ACS 2020-2024 5-year estimates | Allentown, Pennsylvania | Used in scoring | [6] [5] |
| Share of housing units built in 1939 or earlier | 37.9percent of housing units | Presentation of U.S. Census Bureau ACS 2020-2024 5-year estimates | Allentown, Pennsylvania | Used in scoring | [6] [5] [2] |
| Share of housing units built before 1970 | 71.3percent of housing units | Presentation of U.S. Census Bureau ACS 2020-2024 5-year estimates | Allentown, Pennsylvania | Used in scoring | [6] [5] |
| Median year built for occupied housing units | 1,952year | Presentation of U.S. Census Bureau ACS 2020-2024 5-year estimates | Allentown, Pennsylvania | Used in scoring | [6] [5] |
| Transportation and material moving employment concentration | employment: 50,830; local share percent: 13.5; us share percent: 8.8; mean hourly wage usd: 22.99mixed | May 2025 Occupational Employment and Wage Statistics | Allentown-Bethlehem-Easton, PA-NJ MSA | Used in scoring | [7] [8] [2] |
| Laborers and freight, stock, and material movers, hand | employment: 14,840; location quotient: 2.07; mean hourly wage usd: 21.05mixed | May 2025 Occupational Employment and Wage Statistics | Allentown-Bethlehem-Easton, PA-NJ MSA | Used in scoring | [7] |
| Stockers and order fillers | employment: 9,880; location quotient: 1.44; mean hourly wage usd: 19.83mixed | May 2025 Occupational Employment and Wage Statistics | Allentown-Bethlehem-Easton, PA-NJ MSA | Used in scoring | [7] |
| Food preparation and serving related employment and mean wage | local share percent: 8.2; mean hourly wage usd: 17.04mixed | May 2025 Occupational Employment and Wage Statistics | Allentown-Bethlehem-Easton, PA-NJ MSA | Used in scoring | [7] |
| Mean hourly wage spread between overlapping logistics roles and food-preparation roles | hand freight minus food prep usd per hour: 4.01; stockers minus food prep usd per hour: 2.79usd per hour | May 2025 Occupational Employment and Wage Statistics | Allentown-Bethlehem-Easton, PA-NJ MSA | Used in scoring | [7] |
| Installation, maintenance, and repair employment share and mean wage | local share percent: 3.9; us share percent: 3.9; local mean hourly wage usd: 30.98; us mean hourly wage usd: 30.44mixed | May 2025 Occupational Employment and Wage Statistics | Allentown-Bethlehem-Easton, PA-NJ MSA | Context only | [7] |
| Healthcare occupational concentration in the Allentown metro | healthcare practitioners local share percent: 8.5; healthcare practitioners us share percent: 6.3; healthcare support local share percent: 5.9; healthcare support us share percent: 5.1percent of employment | May 2025 Occupational Employment and Wage Statistics | Allentown-Bethlehem-Easton, PA-NJ MSA | Used in scoring | [7] |
| LVHN reports nearly 23,000 colleagues systemwide | 23,000employees approximate | Current LVHN workforce statement in 2026 recruiting materials | Lehigh Valley Health Network | Used in scoring | [9] |
| Lehigh Valley Hospital–17th Street is located in Allentown | facility: Lehigh Valley Hospital–17th Street; address: 1627 W. Chew St., Allentown, PA 18102; open 24 hours: yesfacility record | Current facility listing accessed August 2026 | Allentown, Pennsylvania | Used in scoring | [11] |
| LVHN recruits operational and support roles that overlap with service-sector labor pools | Environmental Services, Facilities, Security, Supply Distribution Services, Patient Access Servicesjob families | Current recruiting categories accessed August 2026 | Lehigh Valley Health Network | Context only | [10] |
| Workers employed in making and moving goods in the Lehigh Valley | workers approximate: 74,000; employment growth since 2010 percent: 70.9; national comparison growth percent: 23.2mixed | Regional employment in making and moving goods through 2025 | Lehigh Valley, Pennsylvania | Used in scoring | [8] [2] |
| Lehigh Valley industrial vacancy rate in Q1 2026 | 9.9percent | Q1 2026 | Lehigh Valley, Pennsylvania | Context only | [12] [2] |
| Lehigh Valley I-78 Core big-box vacancy in Q1 2026 | vacancy percent: 11.14; positive absorption sqft: 328,865mixed | Q1 2026 | Lehigh Valley I-78 Core | Context only | [13] |
| Core PPL Event Area metered-parking rules | enforcement days: Monday-Saturday; enforcement hours: 08:00-21:00; rate usd per hour: 2; corridor: Hamilton Street from 4th to 12th Streets plus specified unit blocksrule | Current rules accessed August 2026 | Core PPL Event Area, Allentown | Conditional relationship | [14] [3] |
| Residential Parking Permit program has seven zones and excludes service/commercial vehicles | rpp zones: 7; permit guarantees space: no; service vehicles eligible: no; commercial vehicles eligible: norule | Current rules accessed August 2026 | Allentown Residential Parking Permit zones | Conditional relationship | [15] [3] |
| Large vehicles may park only in designated approved areas | gross vehicle weight threshold lb: 11,000; class threshold: Class 5 or above; parking scope: approved designated areas onlyrule | Current rules accessed August 2026 | Allentown, Pennsylvania | Conditional relationship | [16] |
| New Allentown Zoning Ordinance, zoning map, and SALDO became effective January 1, 2026 | adopted date: 2025-10-15; effective date: 2026-01-01date pair | Zoning Ordinance, map, and SALDO adopted October 15, 2025 and effective January 1, 2026 | Allentown, Pennsylvania | Conditional relationship | [17] |
| Current sign limits vary materially by zoning district and sign type | N MX N GX N nonresidential max area sqft: 20; N MX N GX N max height ft: 6; MX D attached max sqft per linear ft: 3; MX D attached max sqft per frontage: 300; MX D freestanding max sqft: 32; MX D freestanding max height ft: 8; MX C MX S GX C IX multi tenant freestanding max sqft: 300; MX C MX S GX C IX multi tenant freestanding max height ft: 25; additional values omittedmixed | Current sign regulations under zoning ordinance effective January 1, 2026 | Allentown, Pennsylvania | Conditional relationship | [18] [17] [1] [3] |
| Historic-district exterior work can require Certificate of Appropriateness review | historic districts: Old Allentown, Old Fairgrounds, West Park; review trigger: exterior historic or architectural features visible from a public right-of-way; decision deadline days: 75mixed | Current historic-district ordinance accessed August 2026 | Old Allentown, Old Fairgrounds, and West Park Historic Districts | Conditional relationship | [20] [21] [3] |
| Current major land-development and commercial building-permit fees | major land development preliminary base usd: 1,000; major land development per acre or partial usd: 1,000; office per 1000 sqft usd: 35; retail per 1000 sqft usd: 25; warehouse per 1000 sqft usd: 20; other per 1000 sqft usd: 10; commercial permit application usd: 100; commercial plan review inspection rate percent of cost: 1.5; additional values omittedmixed | Current fee schedule including amendments through April 16, 2025 | Allentown, Pennsylvania | Context only | [19] [1] |
| Lehigh County has mapped carbonate-bedrock areas with reported or potentially susceptible karst features | report: Open-File Report 87-01; features: sinkholes, surface depressions, caves and carbonate-bedrock units; property level mapping required: yesgeologic context | Lehigh County karst-feature inventory and carbonate-bedrock susceptibility mapping | Lehigh County, Pennsylvania | Context only | [22] [23] [2] |
| Center Square / 7th and Hamilton realignment project is under phased construction | construction start: 2026-04-20; planned completion: 2026-11; known effects: phased lane closures, intersection work, final pavingproject schedule | Construction phases April through November 2026 | Center Square / 7th and Hamilton Streets, Allentown | Context only | [26] |
| Allentown Neighborhood Improvement Zone is a designated revitalization and economic-development area with special reporting requirements | program: Neighborhood Improvement Zone; special tax reporting: yesprogram context | Current NIZ reporting framework accessed August 2026 | Allentown Neighborhood Improvement Zone | Conditional relationship | [27] |
| Pennsylvania HICPA registration applies to contractors performing at least $5,000 of covered home improvements annually | annual home improvement threshold usd: 5,000; registration fee usd every two years: 100; personal injury liability minimum usd: 50,000; property damage liability minimum usd: 50,000; registration number display required: yesmixed | Current HICPA registration rules; online system effective April 24, 2026 | Pennsylvania | Context only | [24] [25] [3] |
| Businesses conducting business in Allentown need a city business license | annual fee usd: 35; validity: calendar yearrule | Current rules accessed August 2026 | Allentown, Pennsylvania | Context only | [28] |
| City procurement uses public bids/RFPs and Public Purchase vendor registration | public offering threshold usd: 40,000; vendor registration platform: Public Purchaserule | Current procurement rules accessed August 2026 | Allentown, Pennsylvania | Context only | [29] |
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 70.42 after target-market demand +0.8 pts and labor and staffing friction -0.4 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. Before this template is activated, the report is reviewed for source scope, classification, arithmetic, unsupported claims, duplication, and readability.
Model history
- Model 0.9.0-calibration · August 19, 2026Added compiler-derived decision intelligence and observation usage mapping., Changed factor sensitivity and channel counterfactuals to full model reruns., Added data-dependent city content signals while preserving legacy public report fields., and Added model-owned semantic compatibility gates and backward-compatible channel-level evidence attribution.
Corrections policy
Corrected source, geography, or operating-profile evidence triggers a full compiler rerun so every dependent score and visual is recalculated.
Source registry
Evidence represented in this report
Each source identifies its period, scope, and the claims or metrics it supports. Internal or supplied research is clearly distinguished from publicly accessible evidence.
- 1Forensic Audit of Municipal Structural Constraints and Deal-Killer LiabilitiesInternal or supplied research; not publicly accessible.
Used for: Current sign limits vary materially by zoning district and sign type and Current major land-development and commercial building-permit fees
- 2Strategic Utility Delta Audit: Structural Inefficiencies and CRE Arbitrage Across Local U.S. MarketsInternal or supplied research; not publicly accessible.
Used for: Share of housing units built in 1939 or earlier, Transportation and material moving employment concentration, Workers employed in making and moving goods in the Lehigh Valley, Lehigh Valley industrial vacancy rate in Q1 2026, and Lehigh County has mapped carbonate-bedrock areas with reported or potentially susceptible karst features
- 3Franchise data - remake - B start(20260807-194936).csvInternal or supplied research; not publicly accessible.
Used for: Core PPL Event Area metered-parking rules, Residential Parking Permit program has seven zones and excludes service/commercial vehicles, Current sign limits vary materially by zoning district and sign type, Historic-district exterior work can require Certificate of Appropriateness review, and Pennsylvania HICPA registration applies to contractors performing at least $5,000 of covered home improvements annually
- 4QuickFacts: Allentown city, Pennsylvania
Used for: Resident population estimate on July 1, 2025, Population change from April 2020 estimate base to July 2025, Resident population density in 2020, Estimated households, 2020-2024, and Total retail sales in 2022
- 5B25034: Year Structure Built
Used for: Estimated housing units in ACS 2020-2024 presentation, Share of housing units built in 1939 or earlier, Share of housing units built before 1970, and Median year built for occupied housing units
- 6Allentown, PA Facts, Statistics and Data
Used for: Estimated housing units in ACS 2020-2024 presentation, Share of housing units built in 1939 or earlier, Share of housing units built before 1970, and Median year built for occupied housing units
- 7Occupational Employment and Wages in Allentown-Bethlehem-Easton — May 2025
Used for: Transportation and material moving employment concentration, Laborers and freight, stock, and material movers, hand, Stockers and order fillers, Food preparation and serving related employment and mean wage, and Mean hourly wage spread between overlapping logistics roles and food-preparation roles
- 8New Report Highlights Lehigh Valley Commercial Real Estate Data, Manufacturing Expansions
Used for: Transportation and material moving employment concentration and Workers employed in making and moving goods in the Lehigh Valley
- 9Call Center Representative job posting
Used for: LVHN reports nearly 23,000 colleagues systemwide
- 10Corporate, Service and Trade Careers
Used for: LVHN recruits operational and support roles that overlap with service-sector labor pools
- 11Lehigh Valley Hospital–17th Street
Used for: Lehigh Valley Hospital–17th Street is located in Allentown
- 12Philadelphia Regional Industrial Report | Q1 2026
Used for: Lehigh Valley industrial vacancy rate in Q1 2026
- 13Philadelphia Super Region Industrial Big Box Report | Q1 2026
Used for: Lehigh Valley I-78 Core big-box vacancy in Q1 2026
- 14Parking Enforcement
Used for: Core PPL Event Area metered-parking rules
- 15Residential Parking Permits (RPP)
Used for: Residential Parking Permit program has seven zones and excludes service/commercial vehicles
- 16Large Vehicle Parking
Used for: Large vehicles may park only in designated approved areas
- 17ZONE Allentown
Used for: New Allentown Zoning Ordinance, zoning map, and SALDO became effective January 1, 2026 and Current sign limits vary materially by zoning district and sign type
- 18Article 10: Signs
Used for: Current sign limits vary materially by zoning district and sign type
- 19Article V: Community and Economic Development Fees
Used for: Current major land-development and commercial building-permit fees
- 20Chapter 328: Historic Districts
Used for: Historic-district exterior work can require Certificate of Appropriateness review
- 21Historic Reviews (Certificate of Appropriateness)
Used for: Historic-district exterior work can require Certificate of Appropriateness review
- 22Sinkholes and karst-related features of Lehigh County, Pennsylvania
Used for: Lehigh County has mapped carbonate-bedrock areas with reported or potentially susceptible karst features
- 23Sinkholes
Used for: Lehigh County has mapped carbonate-bedrock areas with reported or potentially susceptible karst features
- 24Home Improvement Contractor Registration
Used for: Pennsylvania HICPA registration applies to contractors performing at least $5,000 of covered home improvements annually
- 25HIC Registration
Used for: Pennsylvania HICPA registration applies to contractors performing at least $5,000 of covered home improvements annually
- 26Center Square – 7th & Hamilton Streets Realignment Project Scheduled to Begin April 20, 2026
Used for: Center Square / 7th and Hamilton realignment project is under phased construction
- 27NIZ Reporting
Used for: Allentown Neighborhood Improvement Zone is a designated revitalization and economic-development area with special reporting requirements
- 28Business Licenses
Used for: Businesses conducting business in Allentown need a city business license
- 29Procurement (Bids & RFPs)
Used for: City procurement uses public bids/RFPs and Public Purchase vendor registration
- 30
- 31
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.