Local operating-model alignment analysis

Best Franchise Opportunities We Assessed in Allentown, Pennsylvania

We compared 14 franchise concepts for Allentown, Pennsylvania.

What “best” means in this ranking“Best” means the strongest modeled local operating alignment among the franchise concepts assessed on this page. It does not estimate earnings or determine which franchise is best for a particular candidate.
Analysis by Thomas Jepsen, MSc Model: 0.9.0
14Concepts evaluated
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

Highest category average (limited comparison)Restoration

69.4 average across 2 concepts

Largest positive factorProperty replacement-cycle demand

0.3 points average among 7 affected concepts

Largest negative factorLabor and staffing friction

0.6 points average reduction among 9 affected concepts

Most assumption-sensitive rankJan-Pro International

Tested rank range spans 12 positions

Executive conclusion

What the ranking means for Allentown, Pennsylvania

Our Allentown, Pennsylvania analysis favored concepts whose operating requirements matched the city’s strongest service-demand conditions without depending too heavily on inexpensive labor, easy routing, or low-cost commercial space. City Wide, ZOOM DRAIN, and Mr. Rooter produced the three highest modeled alignment scores in the evaluated set. Property replacement-cycle demand was the strongest positive factor: it materially affected 7 concepts and added 0.3 points on average among them. Labor and staffing friction was the broadest negative pressure, reducing the 9 exposed concepts by 0.6 points on average. The result is not that the highest-ranked brand is universally better. It means that, under the documented city assumptions and the operating profiles available to us, its local advantages outweighed its modeled constraints more effectively. Territory boundaries, candidate capabilities, capital structure, franchise economics, current FDD disclosures, and local franchisee validation remain outside this ranking and can materially change the decision.

How this differs from a directory: the model does not award points for brand popularity, advertising placement, or referral compensation. It tests how documented local conditions interact with each concept’s operating requirements.

Best franchise opportunities assessed

Top 10 local-alignment scores from 14 concepts assessed

“Best” refers to modeled local operating alignment among the concepts assessed—not expected earnings, franchise-system quality, or candidate fit.

Rankings use full-precision scores.Displayed values use one decimal place. Identical displayed scores can therefore have different ranks, and close results should be treated as effectively similar.
RankFranchiseAlignment and tierLargest advantageLargest constraintEvidence confidence
1City WideFacility management
70.4Tier 3 · Mixed modeled alignment
+0.8 ptsTarget-market demand -0.4 ptsLabor and staffing friction Moderate evidence confidence
2ZOOM DRAINDrain and sewer service
70.4Tier 3 · Mixed modeled alignment
+0.4 ptsProperty replacement-cycle demand No material negative local adjustmentModerate evidence confidence
3Mr. RooterPlumbing
70.4Tier 3 · Mixed modeled alignment
+0.4 ptsProperty replacement-cycle demand No material negative local adjustmentModerate evidence confidence
4Mister Sparky ElectricElectrical
70.3Tier 3 · Mixed modeled alignment
+0.3 ptsProperty replacement-cycle demand No material negative local adjustmentModerate evidence confidence
5FASTSIGNSSigns and graphics
70.3Tier 3 · Mixed modeled alignment
+0.3 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
6Aire ServHVAC installation, repair, and maintenance
70.2Tier 3 · Mixed modeled alignment
+0.4 ptsProperty replacement-cycle demand -0.2 ptsLabor and staffing friction Moderate evidence confidence
7Pillar To Post Home InspectorsHome inspection
70.2Tier 3 · Mixed modeled alignment
+0.2 ptsProperty replacement-cycle demand No material negative local adjustmentModerate evidence confidence
8ActionCOACHBusiness coaching
70.0Tier 3 · Mixed modeled alignment
+0.1 ptsTarget-market demand -0.1 ptsLabor and staffing friction Moderate evidence confidence
9Tiger AdjustersPublic insurance adjusting
69.9Tier 3 · Mixed modeled alignment
No material positive local adjustment-0.1 ptsLabor and staffing friction Moderate evidence confidence
10HomeSmilesProperty maintenance services
69.8Tier 3 · Mixed modeled alignment
+0.3 ptsTarget-market demand -0.5 ptsLabor and staffing friction Moderate evidence confidence

View all 14 score calculations

Original factor comparison

How each factor affected the highest-rated franchise concepts

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

Factor impact among the highest-rated franchise conceptsDiverging dot plot showing nonzero factor score contributions for the top 14 concepts. Zero-point concept-factor pairs are omitted, and factors with no nonzero contributions are excluded.+2.0+1.00.0-1.0-2.0
Target-market demand
#1 City Wide · Target-market demand · +0.8 pts1#5 FASTSIGNS · Target-market demand · +0.3 pts5#8 ActionCOACH · Target-market demand · +0.1 pts8#10 HomeSmiles · Target-market demand · +0.3 pts10#12 Rainbow International Restoration · Target-market demand · +0.1 pts12#14 Jan-Pro International · Target-market demand · +0.6 pts14
Property replacement-cycle demand
#2 ZOOM DRAIN · Property replacement-cycle demand · +0.4 pts2#3 Mr. Rooter · Property replacement-cycle demand · +0.4 pts3#4 Mister Sparky Electric · Property replacement-cycle demand · +0.3 pts4#6 Aire Serv · Property replacement-cycle demand · +0.4 pts6#7 Pillar To Post Home Inspectors · Property replacement-cycle demand · +0.2 pts7#11 PuroClean · Property replacement-cycle demand · +0.3 pts11#12 Rainbow International Restoration · Property replacement-cycle demand · +0.3 pts12
Labor and staffing friction
#1 City Wide · Labor and staffing friction · -0.4 pts1#6 Aire Serv · Labor and staffing friction · -0.2 pts6#8 ActionCOACH · Labor and staffing friction · -0.1 pts8#9 Tiger Adjusters · Labor and staffing friction · -0.1 pts9#10 HomeSmiles · Labor and staffing friction · -0.5 pts10#11 PuroClean · Labor and staffing friction · -0.8 pts11#12 Rainbow International Restoration · Labor and staffing friction · -1.0 pts12#13 Workout Anytime · Labor and staffing friction · -1.0 pts13#14 Jan-Pro International · Labor and staffing friction · -1.8 pts14
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
ConceptTarget-market demandProperty replacement-cycle demandLabor 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

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.

Worked score example

How we calculated City Wide

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

Full score ledger

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

Neutral model baseline70.0
Target-market demand+0.8
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.4
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.42
Published local-market alignment70.4

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

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.

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.

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.

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

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
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

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

Best Restoration franchise opportunities we assessed in Allentown, Pennsylvania

69.4

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

Compare all assessed concepts

Explore the complete score calculations

14 concepts shown. Expand a concept to see how each factor was treated and the single next check most capable of changing the result.

#1Tier 3 · Mixed modeled alignment70.4

City Wide

Facility management · B2B facility management and vendor coordination

Increase +0.8 pts Target-market demandReduction -0.4 pts Labor and staffing friction

Rank sensitivity: Highly sensitive

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demand+0.8
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.4
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.42
Published local-market alignment70.4

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.8 pts
Tested rank range
#1–#9

Most important next check

How many qualified facility and property-management accounts must be reachable for City Wide to support its local contract pipeline?

#2Tier 3 · Mixed modeled alignment70.4

ZOOM DRAIN

Drain and sewer service · emergency skilled-trade route service

Increase +0.4 pts Property replacement-cycle demandNo material negative local adjustment identified

Rank sensitivity: Moderately sensitive

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.4
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.40
Published local-market alignment70.4

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.4 pts
Tested rank range
#1–#4

Most important next check

Where must ZOOM DRAIN stage crews and vehicles to protect after-hours response times across the proposed territory?

#3Tier 3 · Mixed modeled alignment70.4

Mr. Rooter

Plumbing · scheduled and emergency skilled-trade service

Increase +0.4 pts Property replacement-cycle demandNo material negative local adjustment identified

Rank sensitivity: Moderately sensitive

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.4
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.40
Published local-market alignment70.4

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.4 pts
Tested rank range
#2–#5

Most important next check

How many field vehicles must Mr. Rooter deploy, and where would they begin and end each service day?

#4Tier 3 · Mixed modeled alignment70.3

Mister Sparky Electric

Electrical · skilled-trade home service

Increase +0.3 pts Property replacement-cycle demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.3
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.34
Published local-market alignment70.3

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.3 pts
Tested rank range
#3–#7

Most important next check

What daily vehicle utilization and travel-time allowance are built into Mister Sparky Electric's operating plan?

#5Tier 3 · Mixed modeled alignment70.3

FASTSIGNS

Signs and graphics · B2B production and installation center

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

Rank sensitivity: Highly sensitive

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demand+0.3
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.30
Published local-market alignment70.3

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.3 pts
Tested rank range
#2–#8

Most important next check

Which use, storage, ventilation, or permit requirements apply to FASTSIGNS's proposed production or service base?

#6Tier 3 · Mixed modeled alignment70.2

Aire Serv

HVAC installation, repair, and maintenance · Manager-led mobile HVAC installation, repair, maintenance, and emergency service business using skilled technicians…

Increase +0.4 pts Property replacement-cycle demandReduction -0.2 pts Labor and staffing friction

Rank sensitivity: Highly sensitive

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.4
Competitive environmentNot included in the score
Labor and staffing friction-0.2
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.20
Published local-market alignment70.2

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.4 pts
Tested rank range
#4–#9

Most important next check

What daily vehicle utilization and travel-time allowance are built into Aire Serv's operating plan?

#7Tier 3 · Mixed modeled alignment70.2

Pillar To Post Home Inspectors

Home inspection · mobile property inspection service

Increase +0.2 pts Property replacement-cycle demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.2
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.18
Published local-market alignment70.2

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.2 pts
Tested rank range
#5–#11

Most important next check

What service radius and drive-time ceiling has Pillar To Post Home Inspectors validated for the proposed territory?

#8Tier 3 · Mixed modeled alignment70.0

ActionCOACH

Business coaching · home-based B2B advisory

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

Rank sensitivity: Highly sensitive

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demand+0.1
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.1
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.04
Published local-market alignment70.0

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.1 pts
Tested rank range
#3–#12

Most important next check

How many qualified local business accounts fall inside the territory proposed for ActionCOACH?

#9Tier 3 · Mixed modeled alignment69.9

Tiger Adjusters

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

No material positive local adjustment identifiedReduction -0.1 pts Labor and staffing friction

Rank sensitivity: Highly sensitive

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.1
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.88
Published local-market alignment69.9

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

Most important next check

Which ZIP codes and appointment density assumptions define Tiger Adjusters's practical service territory?

#10Tier 3 · Mixed modeled alignment69.8

HomeSmiles

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

Increase +0.3 pts Target-market demandReduction -0.5 pts Labor and staffing friction

Rank sensitivity: Stable

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demand+0.3
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.5
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.82
Published local-market alignment69.8

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

Most important next check

Which ZIP codes and appointment density assumptions define HomeSmiles's practical service territory?

#11Tier 3 · Mixed modeled alignment69.5

PuroClean

Restoration · emergency property restoration

Increase +0.3 pts Property replacement-cycle demandReduction -0.8 pts Labor and staffing friction

Rank sensitivity: Stable

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.3
Competitive environmentNot included in the score
Labor and staffing friction-0.8
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.45
Published local-market alignment69.5

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

Most important next check

Which technical roles are hardest to staff for PuroClean, and what training pipeline reduces that exposure?

#12Tier 3 · Mixed modeled alignment69.4

Rainbow International Restoration

Restoration · emergency property restoration

Increase +0.3 pts Property replacement-cycle demandReduction -1.0 pts Labor and staffing friction

Rank sensitivity: Highly sensitive

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demand+0.1
Property replacement-cycle demand+0.3
Competitive environmentNot included in the score
Labor and staffing friction-1.0
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.41
Published local-market alignment69.4

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

Most important next check

What opening staffing ratio, wage range, and retention plan does Rainbow International Restoration assume for frontline roles?

#13Tier 3 · Mixed modeled alignment69.0

Workout Anytime

Fitness · fixed-location membership fitness

No material positive local adjustment identifiedReduction -1.0 pts Labor and staffing friction

Rank sensitivity: Stable

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-1.0
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.02
Published local-market alignment69.0

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

Most important next check

Which zoning, occupancy, and permit requirements must be cleared before Workout Anytime approves a customer-facing site?

#14Tier 3 · Mixed modeled alignment68.8

Jan-Pro International

Commercial cleaning · recurring commercial route service

Increase +0.6 pts Target-market demandReduction -1.8 pts Labor and staffing friction

Rank sensitivity: Highly sensitive

How we scored this concept

Full score ledger

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

Neutral model baseline70.0
Target-market demand+0.6
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-1.8
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot included in the score
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score68.79
Published local-market alignment68.8

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

Most important next check

What opening staffing ratio, wage range, and retention plan does Jan-Pro International assume for frontline roles?

Metric registry

The 36 local metrics behind this analysis

The registry exposes the raw value, period, geography, factor mapping, and source for every public metric used in the city research.

View all local metrics
MetricRaw valuePeriodGeographyHow usedSource
Resident population estimate on July 1, 2025126,044peopleJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census sales and receipts; 2020 densityAllentown, PennsylvaniaEvidence for Target-market demand, Territory quality [4]
Population change from April 2020 estimate base to July 20250.1percentJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census sales and receipts; 2020 densityAllentown, PennsylvaniaEvidence for Target-market demand [4]
Resident population density in 20207,169people per square mileJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census sales and receipts; 2020 densityAllentown, PennsylvaniaEvidence for Target-market demand, Transportation, routing, and parking, Territory quality [4]
Estimated households, 2020-202446,374householdsJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census sales and receipts; 2020 densityAllentown, PennsylvaniaEvidence for Target-market demand [4]
Total retail sales in 20223,777,028,000usdJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census sales and receipts; 2020 densityAllentown, PennsylvaniaEvidence for Target-market demand [4]
Health care and social assistance receipts/revenue in 20221,176,489,000usdJuly 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census sales and receipts; 2020 densityAllentown, PennsylvaniaEvidence for Target-market demand, Referral ecosystem [4]
Estimated housing units in ACS 2020-2024 presentation49,502housing unitsPresentation of U.S. Census Bureau ACS 2020-2024 5-year estimatesAllentown, PennsylvaniaEvidence for Property replacement-cycle demand, Target-market demand, Territory quality [6] [5]
Share of housing units built in 1939 or earlier37.9percent of housing unitsPresentation of U.S. Census Bureau ACS 2020-2024 5-year estimatesAllentown, PennsylvaniaEvidence for Property replacement-cycle demand, Territory quality [6] [5] [2]
Share of housing units built before 197071.3percent of housing unitsPresentation of U.S. Census Bureau ACS 2020-2024 5-year estimatesAllentown, PennsylvaniaEvidence for Property replacement-cycle demand, Territory quality [6] [5]
Median year built for occupied housing units1,952yearPresentation of U.S. Census Bureau ACS 2020-2024 5-year estimatesAllentown, PennsylvaniaEvidence for Property replacement-cycle demand [6] [5]
Transportation and material moving employment concentrationemployment: 50,830; local share percent: 13.5; us share percent: 8.8; mean hourly wage usd: 22.99mixedMay 2025 Occupational Employment and Wage StatisticsAllentown-Bethlehem-Easton, PA-NJ MSAEvidence for Labor and staffing friction, Target-market demand [7] [8] [2]
Laborers and freight, stock, and material movers, handemployment: 14,840; location quotient: 2.07; mean hourly wage usd: 21.05mixedMay 2025 Occupational Employment and Wage StatisticsAllentown-Bethlehem-Easton, PA-NJ MSAEvidence for Labor and staffing friction [7]
Stockers and order fillersemployment: 9,880; location quotient: 1.44; mean hourly wage usd: 19.83mixedMay 2025 Occupational Employment and Wage StatisticsAllentown-Bethlehem-Easton, PA-NJ MSAEvidence for Labor and staffing friction [7]
Food preparation and serving related employment and mean wagelocal share percent: 8.2; mean hourly wage usd: 17.04mixedMay 2025 Occupational Employment and Wage StatisticsAllentown-Bethlehem-Easton, PA-NJ MSAEvidence for Labor and staffing friction [7]
Mean hourly wage spread between overlapping logistics roles and food-preparation roleshand freight minus food prep usd per hour: 4.01; stockers minus food prep usd per hour: 2.79usd per hourMay 2025 Occupational Employment and Wage StatisticsAllentown-Bethlehem-Easton, PA-NJ MSAEvidence for Labor and staffing friction [7]
Installation, maintenance, and repair employment share and mean wagelocal share percent: 3.9; us share percent: 3.9; local mean hourly wage usd: 30.98; us mean hourly wage usd: 30.44mixedMay 2025 Occupational Employment and Wage StatisticsAllentown-Bethlehem-Easton, PA-NJ MSAEvidence for Labor and staffing friction, Property replacement-cycle demand [7]
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: 5.1percent of employmentMay 2025 Occupational Employment and Wage StatisticsAllentown-Bethlehem-Easton, PA-NJ MSAEvidence for Target-market demand, Labor and staffing friction, Referral ecosystem [7]
LVHN reports nearly 23,000 colleagues systemwide23,000employees approximateCurrent LVHN workforce statement in 2026 recruiting materialsLehigh Valley Health NetworkEvidence for Target-market demand, Labor and staffing friction, Referral ecosystem [9]
Lehigh Valley Hospital–17th Street is located in Allentownfacility: Lehigh Valley Hospital–17th Street; address: 1627 W. Chew St., Allentown, PA 18102; open 24 hours: yesfacility recordCurrent facility listing accessed August 2026Allentown, PennsylvaniaEvidence for Target-market demand, Referral ecosystem [11]
LVHN recruits operational and support roles that overlap with service-sector labor poolsEnvironmental Services, Facilities, Security, Supply Distribution Services, Patient Access Servicesjob familiesCurrent recruiting categories accessed August 2026Lehigh Valley Health NetworkEvidence for Labor and staffing friction [10]
Workers employed in making and moving goods in the Lehigh Valleyworkers approximate: 74,000; employment growth since 2010 percent: 70.9; national comparison growth percent: 23.2mixedRegional employment in making and moving goods through 2025Lehigh Valley, PennsylvaniaEvidence for Labor and staffing friction, Target-market demand, Real estate and site feasibility [8] [2]
Lehigh Valley industrial vacancy rate in Q1 20269.9percentQ1 2026Lehigh Valley, PennsylvaniaEvidence for Real estate and site feasibility [12] [2]
Lehigh Valley I-78 Core big-box vacancy in Q1 2026vacancy percent: 11.14; positive absorption sqft: 328,865mixedQ1 2026Lehigh Valley I-78 CoreEvidence for Real estate and site feasibility [13]
Core PPL Event Area metered-parking rulesenforcement 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 blocksruleCurrent rules accessed August 2026Core PPL Event Area, AllentownEvidence for Transportation, routing, and parking, Territory quality [14] [3]
Residential Parking Permit program has seven zones and excludes service/commercial vehiclesrpp zones: 7; permit guarantees space: no; service vehicles eligible: no; commercial vehicles eligible: noruleCurrent rules accessed August 2026Allentown Residential Parking Permit zonesEvidence for Transportation, routing, and parking, Territory quality [15] [3]
Large vehicles may park only in designated approved areasgross vehicle weight threshold lb: 11,000; class threshold: Class 5 or above; parking scope: approved designated areas onlyruleCurrent rules accessed August 2026Allentown, PennsylvaniaEvidence for Transportation, routing, and parking, Territory quality [16]
New Allentown Zoning Ordinance, zoning map, and SALDO became effective January 1, 2026adopted date: 2025-10-15; effective date: 2026-01-01date pairZoning Ordinance, map, and SALDO adopted October 15, 2025 and effective January 1, 2026Allentown, PennsylvaniaEvidence for Regulatory and operating friction, Real estate and site feasibility, Territory quality [17]
Current sign limits vary materially by zoning district and sign typeN 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 omittedmixedCurrent sign regulations under zoning ordinance effective January 1, 2026Allentown, PennsylvaniaEvidence for Regulatory and operating friction, Territory quality [18] [17] [1] [3]
Historic-district exterior work can require Certificate of Appropriateness reviewhistoric districts: Old Allentown, Old Fairgrounds, West Park; review trigger: exterior historic or architectural features visible from a public right-of-way; decision deadline days: 75mixedCurrent historic-district ordinance accessed August 2026Old Allentown, Old Fairgrounds, and West Park Historic DistrictsEvidence for Regulatory and operating friction, Territory quality [20] [21] [3]
Current major land-development and commercial building-permit feesmajor 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 omittedmixedCurrent fee schedule including amendments through April 16, 2025Allentown, PennsylvaniaEvidence for Regulatory and operating friction, Real estate and site feasibility [19] [1]
Lehigh County has mapped carbonate-bedrock areas with reported or potentially susceptible karst featuresreport: Open-File Report 87-01; features: sinkholes, surface depressions, caves and carbonate-bedrock units; property level mapping required: yesgeologic contextLehigh County karst-feature inventory and carbonate-bedrock susceptibility mappingLehigh County, PennsylvaniaEvidence for Property replacement-cycle demand, Real estate and site feasibility, Territory quality [22] [23] [2]
Center Square / 7th and Hamilton realignment project is under phased constructionconstruction start: 2026-04-20; planned completion: 2026-11; known effects: phased lane closures, intersection work, final pavingproject scheduleConstruction phases April through November 2026Center Square / 7th and Hamilton Streets, AllentownEvidence for Transportation, routing, and parking, Target-market demand, Territory quality [26]
Allentown Neighborhood Improvement Zone is a designated revitalization and economic-development area with special reporting requirementsprogram: Neighborhood Improvement Zone; special tax reporting: yesprogram contextCurrent NIZ reporting framework accessed August 2026Allentown Neighborhood Improvement ZoneEvidence for Territory quality, Regulatory and operating friction, Target-market demand [27]
Pennsylvania HICPA registration applies to contractors performing at least $5,000 of covered home improvements annuallyannual 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: yesmixedCurrent HICPA registration rules; online system effective April 24, 2026PennsylvaniaEvidence for Regulatory and operating friction [24] [25] [3]
Businesses conducting business in Allentown need a city business licenseannual fee usd: 35; validity: calendar yearruleCurrent rules accessed August 2026Allentown, PennsylvaniaEvidence for Regulatory and operating friction [28]
City procurement uses public bids/RFPs and Public Purchase vendor registrationpublic offering threshold usd: 40,000; vendor registration platform: Public PurchaseruleCurrent procurement rules accessed August 2026Allentown, PennsylvaniaEvidence for Referral ecosystem, Sales and customer acquisition, Target-market demand [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

01

Measure the city

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

02

Profile each operating model

Map each franchise to controlled operating attributes and local sensitivities.

03

Apply scoreable effects

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

04

Preserve conditional effects

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

05

Test rank sensitivity

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

06

Generate public output

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

How the common baseline becomes a city-specific score

Every concept starts from the same 70.0 reference point, so differences come only from modeled local interactions. The current model caps total local movement at ±18.0 points. The score is not a percentage, probability, or estimate of investment quality.

Precision and materiality

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

Score tiers

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

How factor rows are classified

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

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

Model 0.9.0 · Compiler 0.9.10-nonzero-markers-only · Report generated August 8, 2026 (site timezone)

Model governance

How this report is calculated and corrected

Calculation controls

Model designer
Thomas Jepsen

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

Model history

  1. Model 0.9.0-calibration · August 7, 2026Added conditional scoring gates, factor-status transparency, rank-sensitivity testing, metric registry output, and factor-impact visualization data.

Corrections policy

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

Source registry

Evidence represented in this report

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

  1. 1
    Forensic 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

    Publisher
    Supplied research material
    Data period
    Supplied multi-city research; Allentown section includes labor, permit-fee, and signage claims
    Scope
    Allentown section within a multi-city research docket
    Locator
    Allentown, Pennsylvania section, subsections A-F
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 7, 2026
  2. 2
    Strategic 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

    Publisher
    Supplied research material
    Data period
    Supplied multi-city research; Allentown section includes karst, housing-age, logistics, and CRE claims
    Scope
    Allentown section within a multi-city research docket
    Locator
    Allentown, Pennsylvania section, paragraphs 14-26
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 7, 2026
  3. 3
    Franchise 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

    Publisher
    Supplied research material
    Data period
    Supplied neighborhood-level records; exact source dates vary within the rows
    Scope
    Allentown neighborhood rows
    Locator
    Rows 13, 33, 53, 73, 93, and 113
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 7, 2026
  4. 4
    QuickFacts: 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

    Publisher
    U.S. Census Bureau
    Data period
    July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census sales and receipts; 2020 density
    Scope
    Allentown city, Pennsylvania
    Locator
    Population, housing, households, sales/receipts, income, commute, and geography fields
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  5. 5
    B25034: 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

    Publisher
    U.S. Census Bureau
    Data period
    2020-2024 American Community Survey 5-year estimates
    Scope
    Allentown city, Pennsylvania when place geography is selected
    Locator
    Table B25034, Year Structure Built
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  6. 6
    Allentown, 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

    Publisher
    Neilsberg Research
    Published
    May 28, 2026
    Data period
    Presentation of U.S. Census Bureau ACS 2020-2024 5-year estimates
    Scope
    Allentown, Pennsylvania
    Locator
    Housing Profile: total units, median year built, and construction-era shares
    Source tier
    Tier 4 · secondary data presentation
    Accessed
    August 7, 2026
  7. 7
    Occupational 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

    Publisher
    U.S. Bureau of Labor Statistics
    Published
    July 10, 2026
    Data period
    May 2025 Occupational Employment and Wage Statistics
    Scope
    Allentown-Bethlehem-Easton, PA-NJ Metropolitan Statistical Area
    Locator
    Table A and Table 1 occupational employment, location quotients, and mean wages
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  8. 8
    New 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

    Publisher
    Lehigh Valley Economic Development Corporation
    Published
    December 23, 2025
    Data period
    Regional employment in making and moving goods through 2025
    Scope
    Lehigh Valley region
    Locator
    Making and moving goods employment count and growth since 2010
    Source tier
    Tier 3 · credible institutional/industry
    Accessed
    August 7, 2026
  9. 9
    Call Center Representative job posting

    Used for: LVHN reports nearly 23,000 colleagues systemwide

    Publisher
    Lehigh Valley Health Network
    Published
    July 2, 2026
    Data period
    Current LVHN workforce statement in 2026 recruiting materials
    Scope
    Lehigh Valley Health Network system
    Locator
    Employer statement that LVHN is home to nearly 23,000 colleagues
    Source tier
    Tier 2 · recognized institution
    Accessed
    August 7, 2026
  10. 10
    Corporate, Service and Trade Careers

    Used for: LVHN recruits operational and support roles that overlap with service-sector labor pools

    Publisher
    Lehigh Valley Health Network
    Data period
    Current recruiting categories accessed August 2026
    Scope
    Lehigh Valley Health Network system
    Locator
    Operational, business, service/trade and support job families including Environmental Services, Facilities, Security, and Supply Distribution
    Source tier
    Tier 2 · recognized institution
    Accessed
    August 7, 2026
  11. 11
    Lehigh Valley Hospital–17th Street

    Used for: Lehigh Valley Hospital–17th Street is located in Allentown

    Publisher
    Lehigh Valley Health Network
    Data period
    Current facility listing accessed August 2026
    Scope
    Allentown, Pennsylvania
    Locator
    1627 W. Chew St., Allentown, PA 18102; hospital location and services
    Source tier
    Tier 2 · recognized institution
    Accessed
    August 7, 2026
  12. 12
    Philadelphia Regional Industrial Report | Q1 2026

    Used for: Lehigh Valley industrial vacancy rate in Q1 2026

    Publisher
    Colliers
    Published
    April 16, 2026
    Data period
    Q1 2026
    Scope
    Greater Philadelphia region with Lehigh Valley submarket
    Locator
    Lehigh Valley vacancy and pipeline summary
    Source tier
    Tier 3 · credible industry
    Accessed
    August 7, 2026
  13. 13
    Philadelphia Super Region Industrial Big Box Report | Q1 2026

    Used for: Lehigh Valley I-78 Core big-box vacancy in Q1 2026

    Publisher
    Colliers
    Published
    April 23, 2026
    Data period
    Q1 2026
    Scope
    Eastern Pennsylvania and Southern New Jersey with Lehigh Valley I-78 Core submarket
    Locator
    Lehigh Valley I-78 Core big-box vacancy and absorption
    Source tier
    Tier 3 · credible industry
    Accessed
    August 7, 2026
  14. 14
    Parking Enforcement

    Used for: Core PPL Event Area metered-parking rules

    Publisher
    Allentown Parking Authority
    Data period
    Current rules accessed August 2026
    Scope
    Allentown, Pennsylvania with Core PPL Event Area distinction
    Locator
    Core PPL Event Area meter hours/rates and other metered areas
    Source tier
    Tier 1 · public authority
    Accessed
    August 7, 2026
  15. 15
    Residential Parking Permits (RPP)

    Used for: Residential Parking Permit program has seven zones and excludes service/commercial vehicles

    Publisher
    Allentown Parking Authority
    Data period
    Current rules accessed August 2026
    Scope
    Seven designated residential permit zones in Allentown
    Locator
    Zone structure, permit limitations, and service/commercial vehicle ineligibility
    Source tier
    Tier 1 · public authority
    Accessed
    August 7, 2026
  16. 16
    Large Vehicle Parking

    Used for: Large vehicles may park only in designated approved areas

    Publisher
    Allentown Parking Authority
    Data period
    Current rules accessed August 2026
    Scope
    Allentown, Pennsylvania
    Locator
    Large vehicle definition and designated approved parking areas
    Source tier
    Tier 1 · public authority
    Accessed
    August 7, 2026
  17. 17
    ZONE 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

    Publisher
    City of Allentown
    Data period
    Zoning Ordinance, map, and SALDO adopted October 15, 2025 and effective January 1, 2026
    Scope
    Allentown, Pennsylvania
    Locator
    Adoption and effective date of new zoning ordinance and SALDO
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  18. 18
    Article 10: Signs

    Used for: Current sign limits vary materially by zoning district and sign type

    Publisher
    City of Allentown Code via eCode360
    Data period
    Current sign regulations under zoning ordinance effective January 1, 2026
    Scope
    Allentown, Pennsylvania, varying by zoning district and sign type
    Locator
    Sections 660-96 through 660-104, including district-specific sign area/height rules
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  19. 19
    Article V: Community and Economic Development Fees

    Used for: Current major land-development and commercial building-permit fees

    Publisher
    City of Allentown Code via eCode360
    Data period
    Current fee schedule including amendments through April 16, 2025
    Scope
    Allentown, Pennsylvania
    Locator
    Sections 270-28, 270-29, and 270-31
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  20. 20
    Chapter 328: Historic Districts

    Used for: Historic-district exterior work can require Certificate of Appropriateness review

    Publisher
    City of Allentown Code via eCode360
    Data period
    Current historic-district ordinance accessed August 2026
    Scope
    Old Allentown, Old Fairgrounds, and West Park Historic Districts
    Locator
    Sections 328-4 through 328-11
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  21. 21
    Historic Reviews (Certificate of Appropriateness)

    Used for: Historic-district exterior work can require Certificate of Appropriateness review

    Publisher
    City of Allentown
    Data period
    Current review guidance accessed August 2026
    Scope
    Allentown designated historic districts
    Locator
    Review levels, exterior work visible from public right-of-way, and 75-day decision requirement
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  22. 22
    Sinkholes and karst-related features of Lehigh County, Pennsylvania

    Used for: Lehigh County has mapped carbonate-bedrock areas with reported or potentially susceptible karst features

    Publisher
    Pennsylvania Geological Survey / Department of Conservation and Natural Resources
    Published
    January 1, 1987
    Data period
    Lehigh County karst-feature inventory and carbonate-bedrock susceptibility mapping
    Scope
    Lehigh County, Pennsylvania
    Locator
    Open-File Report 87-01; mapped carbonate bedrock and reported karst features
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  23. 23
    Sinkholes

    Used for: Lehigh County has mapped carbonate-bedrock areas with reported or potentially susceptible karst features

    Publisher
    Pennsylvania Department of Conservation and Natural Resources
    Data period
    Current geologic hazard guidance accessed August 2026
    Scope
    Pennsylvania, with property-level relevance in carbonate-bedrock areas
    Locator
    Geologic conditions contributing to karst and sinkholes
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  24. 24
    Home Improvement Contractor Registration

    Used for: Pennsylvania HICPA registration applies to contractors performing at least $5,000 of covered home improvements annually

    Publisher
    Pennsylvania Office of Attorney General
    Data period
    Current HICPA registration rules; online system effective April 24, 2026
    Scope
    Pennsylvania, including Allentown
    Locator
    Registration threshold and current $100 biennial fee
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  25. 25
    HIC Registration

    Used for: Pennsylvania HICPA registration applies to contractors performing at least $5,000 of covered home improvements annually

    Publisher
    Pennsylvania Office of Attorney General
    Data period
    Current registration system accessed August 2026
    Scope
    Pennsylvania, including Allentown
    Locator
    $100 biennial fee, liability-insurance documentation, and PA number display requirements
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  26. 26
    Center 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

    Publisher
    City of Allentown
    Published
    April 17, 2026
    Data period
    Construction phases April through November 2026
    Scope
    Center Square / 7th and Hamilton Streets, Allentown
    Locator
    Project schedule and lane closures
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  27. 27
    NIZ Reporting

    Used for: Allentown Neighborhood Improvement Zone is a designated revitalization and economic-development area with special reporting requirements

    Publisher
    City of Allentown
    Data period
    Current NIZ reporting framework accessed August 2026
    Scope
    Allentown Neighborhood Improvement Zone
    Locator
    Designated revitalization/economic development area and reporting requirements
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  28. 28
    Business Licenses

    Used for: Businesses conducting business in Allentown need a city business license

    Publisher
    City of Allentown
    Data period
    Current rules accessed August 2026
    Scope
    Allentown, Pennsylvania
    Locator
    City business-license requirement and annual fee
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  29. 29
    Procurement (Bids & RFPs)

    Used for: City procurement uses public bids/RFPs and Public Purchase vendor registration

    Publisher
    City of Allentown
    Data period
    Current procurement rules accessed August 2026
    Scope
    City of Allentown agency procurement
    Locator
    Public bid/RFP process and $40,000 public-offering threshold
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026
  30. 30
    County Business Patterns: 2023
    Publisher
    U.S. Census Bureau
    Published
    June 26, 2025
    Data period
    Calendar year 2023
    Scope
    County, MSA, and ZIP Code business establishments by NAICS; not a clean Allentown-city total
    Locator
    Dataset geography and establishment-count coverage
    Source tier
    Tier 1 · government
    Accessed
    August 7, 2026

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