Local operating-model alignment analysis

Best Franchise Opportunities We Assessed in Dallas, Texas

We ranked 14 franchise concepts for Dallas, Texas using local demand, labor, transportation, real estate, regulation, and source-backed evidence.

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
23Sources used
16Primary sources
44Local 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

68.8 average across 2 concepts

Largest positive factorTarget-market demand

1.3 points average among 11 affected concepts

Largest negative factorTransportation, routing, and parking

0.8 points average reduction among 14 affected concepts

Most assumption-sensitive rankWorkout Anytime

Tested rank range spans 11 positions

Executive conclusion

What the ranking means for Dallas, Texas

Our Dallas, Texas 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, Jan-Pro International, and FASTSIGNS produced the three highest modeled alignment scores in the evaluated set. Target-market demand was the strongest positive factor: it materially affected 11 concepts and added 1.3 points on average among them. Transportation, routing, and parking was the broadest negative pressure, reducing the 14 exposed concepts by 0.8 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
73.4Tier 2 · Favorable modeled alignment
+3.5 ptsTarget-market demand-0.1 ptsTransportation, routing, and parkingModerate evidence confidence
2Jan-Pro InternationalCommercial cleaning
72.3Tier 2 · Favorable modeled alignment
+2.9 ptsTarget-market demand-0.6 ptsTransportation, routing, and parkingModerate evidence confidence
3FASTSIGNSSigns and graphics
72.1Tier 2 · Favorable modeled alignment
+2.6 ptsTarget-market demand-0.6 ptsTransportation, routing, and parkingModerate evidence confidence
4ActionCOACHBusiness coaching
72.1Tier 2 · Favorable modeled alignment
+2.1 ptsTarget-market demand-0.1 ptsTransportation, routing, and parkingModerate evidence confidence
5HomeSmilesProperty maintenance services
71.2Tier 3 · Mixed modeled alignment
+1.7 ptsTarget-market demand-0.5 ptsTransportation, routing, and parkingModerate evidence confidence
6Tiger AdjustersPublic insurance adjusting
69.9Tier 3 · Mixed modeled alignment
+0.3 ptsTarget-market demand-0.4 ptsTransportation, routing, and parkingModerate evidence confidence
7Workout AnytimeFitness
69.8Tier 3 · Mixed modeled alignment
No material positive local adjustment-0.2 ptsTransportation, routing, and parkingModerate evidence confidence
8Pillar To Post Home InspectorsHome inspection
69.4Tier 3 · Mixed modeled alignment
+0.2 ptsTarget-market demand-0.8 ptsTransportation, routing, and parkingModerate evidence confidence
9Aire ServHVAC installation, repair, and maintenance
69.0Tier 3 · Mixed modeled alignment
+0.4 ptsTarget-market demand-1.4 ptsTransportation, routing, and parkingModerate evidence confidence
10Rainbow International RestorationRestoration
68.9Tier 3 · Mixed modeled alignment
+0.1 ptsTarget-market demand-1.2 ptsTransportation, routing, and parkingModerate 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.+3.5+1.80.0-1.8-3.5
Target-market demand
#1 City Wide · Target-market demand · +3.5 pts1#2 Jan-Pro International · Target-market demand · +2.9 pts2#3 FASTSIGNS · Target-market demand · +2.6 pts3#4 ActionCOACH · Target-market demand · +2.1 pts4#5 HomeSmiles · Target-market demand · +1.7 pts5#6 Tiger Adjusters · Target-market demand · +0.3 pts6#8 Pillar To Post Home Inspectors · Target-market demand · +0.2 pts8#9 Aire Serv · Target-market demand · +0.4 pts9#10 Rainbow International Restoration · Target-market demand · +0.1 pts10#12 Mr. Rooter · Target-market demand · +0.4 pts12#13 ZOOM DRAIN · Target-market demand · +0.5 pts13
Transportation, routing, and parking
#1 City Wide · Transportation, routing, and parking · -0.1 pts1#2 Jan-Pro International · Transportation, routing, and parking · -0.6 pts2#3 FASTSIGNS · Transportation, routing, and parking · -0.6 pts3#4 ActionCOACH · Transportation, routing, and parking · -0.1 pts4#5 HomeSmiles · Transportation, routing, and parking · -0.5 pts5#6 Tiger Adjusters · Transportation, routing, and parking · -0.4 pts6#7 Workout Anytime · Transportation, routing, and parking · -0.2 pts7#8 Pillar To Post Home Inspectors · Transportation, routing, and parking · -0.8 pts8#9 Aire Serv · Transportation, routing, and parking · -1.4 pts9#10 Rainbow International Restoration · Transportation, routing, and parking · -1.2 pts10#11 Mister Sparky Electric · Transportation, routing, and parking · -1.2 pts11#12 Mr. Rooter · Transportation, routing, and parking · -1.6 pts12#13 ZOOM DRAIN · Transportation, routing, and parking · -1.8 pts13#14 PuroClean · Transportation, routing, and parking · -1.4 pts14
Primary source records by factorTarget-market demand: [3] [4] [14] [15] [13] [1]Property replacement-cycle demand: [4] [10] [11] [19] [1]Competitive environment: [3] [12] [13] [1] [2]Labor and staffing friction: [5] [6] [2] [14]Transportation, routing, and parking: [7] [8] [9] [3] [1] [2]Real estate and site feasibility: [12] [13] [16] [17] [18] [19] [21] [10] [11] [1]Sales and customer acquisition: [3] [14] [22] [23] [13]Referral ecosystem: [14] [15] [22] [23] [3]Territory quality: [3] [4] [7] [8] [12] [13] [10] [11] [17] [18]Regulatory and operating friction: [16] [17] [18] [19] [20] [21] [22] [2]
View the chart data as a table
ConceptTarget-market demandTransportation, routing, and parking
#1 City Wide+3.5 pts-0.1 pts
#2 Jan-Pro International+2.9 pts-0.6 pts
#3 FASTSIGNS+2.6 pts-0.6 pts
#4 ActionCOACH+2.1 pts-0.1 pts
#5 HomeSmiles+1.7 pts-0.5 pts
#6 Tiger Adjusters+0.3 pts-0.4 pts
#7 Workout Anytime-0.2 pts
#8 Pillar To Post Home Inspectors+0.2 pts-0.8 pts
#9 Aire Serv+0.4 pts-1.4 pts
#10 Rainbow International Restoration+0.1 pts-1.2 pts
#11 Mister Sparky Electric-1.2 pts
#12 Mr. Rooter+0.4 pts-1.6 pts
#13 ZOOM DRAIN+0.5 pts-1.8 pts
#14 PuroClean-1.4 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 WideStable · tested #1–#2
#2 Jan-Pro InternationalHighly sensitive · tested #2–#6
#3 FASTSIGNSHighly sensitive · tested #3–#7
#4 ActionCOACHModerately sensitive · tested #1–#4
#5 HomeSmilesStable · tested #5–#5
#6 Tiger AdjustersHighly sensitive · tested #4–#9
#7 Workout AnytimeHighly sensitive · tested #3–#14
#8 Pillar To Post Home InspectorsModerately sensitive · tested #8–#10
#9 Aire ServHighly sensitive · tested #7–#11
#10 Rainbow International RestorationStable · tested #10–#11
#11 Mister Sparky ElectricModerately sensitive · tested #9–#12
#12 Mr. RooterHighly sensitive · tested #8–#13
#13 ZOOM DRAINHighly sensitive · tested #6–#14
#14 PuroCleanModerately sensitive · tested #12–#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+3.5
Property replacement-cycle demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-0.1
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score73.40
Published local-market alignment73.4

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, Jan-Pro International, FASTSIGNS led because their operating requirements captured more of the local support from target-market demand while remaining less exposed to transportation, routing, and parking. 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 Jan-Pro International, FASTSIGNS, Tiger Adjusters; 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.

Operating environment56Positive local support

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 11 of 14 concepts. When we neutralized the factor and recalculated the table, 11 concepts changed position. Jan-Pro International moved from #2 to #7, the largest movement among concepts directly affected by this factor.

Concepts adjusted11 of 14
Average among affected+1.3 pts
Average across all concepts+1.0 pts
Concepts changing rank11

Concepts helped most

City WideFacility management
+3.5 pts
Jan-Pro InternationalCommercial cleaning
+2.9 pts
FASTSIGNSSigns and graphics
+2.6 pts
ActionCOACHBusiness coaching
+2.1 pts
HomeSmilesProperty maintenance services
+1.7 pts
Measured but not differentiating in this concept set
  • Property replacement-cycle demandNo material score adjustment
  • Competitive environmentNo material score adjustment
  • Labor and staffing frictionNo material score adjustment
  • 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 Dallas, Texas

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 Dallas, Texas

68.8

2 Restoration concepts qualified for comparison, with scores ranging from 68.6 to 68.9. Rainbow International Restoration ranked highest at 68.9. Target-market demand added 0.1 points on average among the affected concepts. Transportation, routing, and parking reduced the exposed concepts by 1.3 points on average.

Interpret cautiously: A 0.3-point spread is too small to support a strong brand-level conclusion from city alignment alone.

Concepts compared
2
Score range
68.6–68.9
Category average
68.8
Rainbow International Restoration68.9
PuroClean68.6

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 2 · Favorable modeled alignment73.4

City Wide

Facility management · B2B facility management and vendor coordination

Increase +3.5 pts Target-market demandReduction -0.1 pts Transportation, routing, and parking

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+3.5
Property replacement-cycle demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-0.1
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score73.40
Published local-market alignment73.4

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

Evidence confidence

City Modifier Evidence
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +3.5 pts
Tested rank range
#1–#2

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 2 · Favorable modeled alignment72.3

Jan-Pro International

Commercial cleaning · recurring commercial route service

Increase +2.9 pts Target-market demandReduction -0.6 pts Transportation, routing, and parking

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+2.9
Property replacement-cycle demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-0.6
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score72.34
Published local-market alignment72.3

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

Evidence confidence

City Modifier Evidence
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +2.9 pts
Tested rank range
#2–#6

Most important next check

What concentration of recurring commercial accounts is required for Jan-Pro International to build an efficient local book of business?

#3Tier 2 · Favorable modeled alignment72.1

FASTSIGNS

Signs and graphics · B2B production and installation center

Increase +2.6 pts Target-market demandReduction -0.6 pts Transportation, routing, and parking

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+2.6
Property replacement-cycle demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-0.6
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score72.07
Published local-market alignment72.1

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

Evidence confidence

City Modifier Evidence
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +2.6 pts
Tested rank range
#3–#7

Most important next check

Which local customer verticals are expected to generate repeat signage and graphics work for FASTSIGNS?

#4Tier 2 · Favorable modeled alignment72.1

ActionCOACH

Business coaching · home-based B2B advisory

Increase +2.1 pts Target-market demandReduction -0.1 pts Transportation, routing, and parking

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 demand+2.1
Property replacement-cycle demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-0.1
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score72.06
Published local-market alignment72.1

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

Evidence confidence

City Modifier Evidence
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +2.1 pts
Tested rank range
#1–#4

Most important next check

Which business-owner segments are expected to produce the most repeatable coaching demand for ActionCOACH?

#5Tier 3 · Mixed modeled alignment71.2

HomeSmiles

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

Increase +1.7 pts Target-market demandReduction -0.5 pts Transportation, routing, and parking

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+1.7
Property replacement-cycle demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-0.5
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score71.25
Published local-market alignment71.2

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

Evidence confidence

City Modifier Evidence
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +1.7 pts
Tested rank range
#5–#5

Most important next check

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

#6Tier 3 · Mixed modeled alignment69.9

Tiger Adjusters

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

Increase +0.3 pts Target-market demandReduction -0.4 pts Transportation, routing, and parking

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 demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-0.4
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score69.89
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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Transportation, routing, and parking -0.4 pts
Tested rank range
#4–#9

Most important next check

Which professional referral channels are expected to matter most to Tiger Adjusters, and what local relationship count supports the plan?

#7Tier 3 · Mixed modeled alignment69.8

Workout Anytime

Fitness · fixed-location membership fitness

No material positive local adjustment identifiedReduction -0.2 pts Transportation, routing, and parking

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 demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-0.2
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score69.84
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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Transportation, routing, and parking -0.2 pts
Tested rank range
#3–#14

Most important next check

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

#8Tier 3 · Mixed modeled alignment69.4

Pillar To Post Home Inspectors

Home inspection · mobile property inspection service

Increase +0.2 pts Target-market demandReduction -0.8 pts Transportation, routing, and parking

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 demand+0.2
Property replacement-cycle demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-0.8
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score69.39
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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Transportation, routing, and parking -0.8 pts
Tested rank range
#8–#10

Most important next check

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

#9Tier 3 · Mixed modeled alignment69.0

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 Target-market demandReduction -1.4 pts Transportation, routing, and parking

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+0.4
Property replacement-cycle demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-1.4
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score69.03
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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Transportation, routing, and parking -1.4 pts
Tested rank range
#7–#11

Most important next check

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

#10Tier 3 · Mixed modeled alignment68.9

Rainbow International Restoration

Restoration · emergency property restoration

Increase +0.1 pts Target-market demandReduction -1.2 pts Transportation, routing, and parking

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+0.1
Property replacement-cycle demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-1.2
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score68.93
Published local-market alignment68.9

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

Evidence confidence

City Modifier Evidence
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Transportation, routing, and parking -1.2 pts
Tested rank range
#10–#11

Most important next check

Which ZIP codes can Rainbow International Restoration serve within its target emergency-response time under normal and peak traffic conditions?

#11Tier 3 · Mixed modeled alignment68.8

Mister Sparky Electric

Electrical · skilled-trade home service

No material positive local adjustment identifiedReduction -1.2 pts Transportation, routing, and parking

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 demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-1.2
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score68.84
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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Transportation, routing, and parking -1.2 pts
Tested rank range
#9–#12

Most important next check

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

#12Tier 3 · Mixed modeled alignment68.8

Mr. Rooter

Plumbing · scheduled and emergency skilled-trade service

Increase +0.4 pts Target-market demandReduction -1.6 pts Transportation, routing, and parking

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+0.4
Property replacement-cycle demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-1.6
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score68.78
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
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Transportation, routing, and parking -1.6 pts
Tested rank range
#8–#13

Most important next check

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

#13Tier 3 · Mixed modeled alignment68.7

ZOOM DRAIN

Drain and sewer service · emergency skilled-trade route service

Increase +0.5 pts Target-market demandReduction -1.8 pts Transportation, routing, and parking

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+0.5
Property replacement-cycle demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-1.8
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score68.71
Published local-market alignment68.7

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

Evidence confidence

City Modifier Evidence
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Transportation, routing, and parking -1.8 pts
Tested rank range
#6–#14

Most important next check

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

#14Tier 3 · Mixed modeled alignment68.6

PuroClean

Restoration · emergency property restoration

No material positive local adjustment identifiedReduction -1.4 pts Transportation, routing, and parking

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 demandDepends on the specific site, territory, or operating condition
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parking-1.4
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemDepends on the specific site, territory, or operating condition
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 score68.60
Published local-market alignment68.6

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

Evidence confidence

City Modifier Evidence
Strong
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Transportation, routing, and parking -1.4 pts
Tested rank range
#12–#14

Most important next check

What dispatch zones and maximum drive-time assumptions does PuroClean use for urgent service calls?

Metric registry

The 44 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, 20251,329,491peopleJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 business and receipts dataDallas, TexasEvidence for Target-market demand, Territory quality [3]
Population change from the April 2020 estimate base to July 20251.9percentJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 business and receipts dataDallas, TexasEvidence for Target-market demand [3]
Employer firms in reference year 202228,879employer firmsJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 business and receipts dataDallas, TexasEvidence for Target-market demand, Referral ecosystem, Sales and customer acquisition, Competitive environment [3]
Health care and social assistance receipts in 202225,723,819,000usdJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 business and receipts dataDallas, TexasEvidence for Target-market demand, Referral ecosystem [3]
Transportation and warehousing receipts in 202213,855,858,000usdJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 business and receipts dataDallas, TexasEvidence for Target-market demand, Labor and staffing friction, Transportation, routing, and parking [3]
Total retail sales in 202231,866,501,000usdJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 business and receipts dataDallas, TexasEvidence for Target-market demand [3]
Land area in 2020339.58square milesJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 business and receipts dataDallas, TexasEvidence for Transportation, routing, and parking, Territory quality [3]
Population density in 20203,841.1people per square mileJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 business and receipts dataDallas, TexasEvidence for Target-market demand, Territory quality [3]
Total housing units in the 2024 ACS 1-year profile599,962housing units2024 American Community Survey 1-year estimates and 2020 Census geographyDallas, TexasEvidence for Target-market demand, Property replacement-cycle demand, Territory quality [4]
Total households in the 2024 ACS 1-year profile537,317households2024 American Community Survey 1-year estimates and 2020 Census geographyDallas, TexasEvidence for Target-market demand, Territory quality [4]
Owner-occupied housing unit rate42.4percentJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 business and receipts dataDallas, TexasEvidence for Target-market demand, Property replacement-cycle demand [3]
Mean travel time to work for workers age 16 and over25.7minutesJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 business and receipts dataDallas, TexasEvidence for Transportation, routing, and parking, Territory quality [3]
The Seagoville series has high shrink-swell potential and develops dry cracks from one-half inch to more than three inches wide extending below 12 inchesshrink swell potential: high; dry crack width inches min: 0.5; dry crack width inches maximum stated more than: 3; crack depth inches minimum: 12soil series characteristicsOfficial soil-series description; accessed July 2026Seagoville series, Dallas County type location and mapped North Central Texas occurrencesEvidence for Property replacement-cycle demand, Territory quality, Real estate and site feasibility [10]
The upper Seagoville soil profile is very slowly permeablevery slow upper profilepermeability classOfficial soil-series description; accessed July 2026Seagoville series occurrencesEvidence for Property replacement-cycle demand, Real estate and site feasibility [10]
The Dalco series is clayey, very slowly permeable, and has dry cracks and slickensides that identify Vertisol behaviortexture: silty clay or clay; permeability: very slow; dry cracks: yes; slickensides: yessoil series characteristicsOfficial soil-series description; accessed July 2026Dalco series, Dallas County type location and Blackland Prairie distributionEvidence for Property replacement-cycle demand, Territory quality, Real estate and site feasibility [11]
Mean hourly wage for all occupations in May 202432.89usd per hourMay 2024Dallas-Fort Worth-Arlington, Texas MSAEvidence for Labor and staffing friction [5]
Selected major occupational-group mean hourly wages compared with U.S. averagesfood preparation and serving dallas: 15.69; food preparation and serving us: 17.32; building and grounds dallas: 17.48; building and grounds us: 19.01; construction and extraction dallas: 26.49; construction and extraction us: 30.73; installation maintenance repair dallas: 28.97; installation maintenance repair us: 29.63; additional values omittedusd per hourMay 2024Dallas-Fort Worth-Arlington, Texas MSAEvidence for Labor and staffing friction [5]
Transportation and material moving occupations accounted for 10.2 percent of area employment versus 8.9 percent nationallydallas share: 10.2; us share: 8.9percent of employmentMay 2024Dallas-Fort Worth-Arlington, Texas MSAEvidence for Labor and staffing friction, Transportation, routing, and parking [5]
Private-industry wages and salaries increased 1.8 percent over the 12 months ending March 2026, versus 3.4 percent nationallydallas: 1.8; united states: 3.4percent change12 months ending March 2026Dallas-Fort Worth compensation localityEvidence for Labor and staffing friction [6]
Private-industry total compensation increased 2.3 percent over the 12 months ending March 2026, versus 3.4 percent nationallydallas: 2.3; united states: 3.4percent change12 months ending March 2026Dallas-Fort Worth compensation localityEvidence for Labor and staffing friction [6]
Annual extra travel time per auto commuter in 202469hours per commuter per year2024 and 2023 traffic conditionsDallas-Fort Worth-Arlington urban areaEvidence for Transportation, routing, and parking, Territory quality [7]
Travel Time Index in 20241.31index2024 and 2023 traffic conditionsDallas-Fort Worth-Arlington urban areaEvidence for Transportation, routing, and parking, Territory quality [7]
Total annual travel delay in 2024231,316,000person hours2024 and 2023 traffic conditionsDallas-Fort Worth-Arlington urban areaEvidence for Transportation, routing, and parking [7]
Truck congestion delay and estimated cost in 2024delay hours: 14,118,000; estimated cost usd: 1,048,000,000hours and usd2024 and 2023 traffic conditionsDallas-Fort Worth-Arlington urban areaEvidence for Transportation, routing, and parking, Real estate and site feasibility [7]
Major current Dallas-area highway projects include multiple corridors with construction timelines extending from 2026 through 2032project: I-30 Canyon: I-35E to I-45, timeline: 2026-2031, cost usd: 888,000,000, project: I-30 East: Bass Pro to FM 2642, timeline: 2021-2027, cost usd: 804,000,000, project: I-35E: I-635 to Denton County Line, timeline: 2022-2027, cost usd: 709,000,000, project: I-635 LBJ East: US 75 to I-30, timeline: 2020-2026, cost usd: 1,740,000,000, project: US 80 at I-635 interchange, timeline: 2025-2029, cost usd: 545,000,000project listActive project timelines displayed July 2026Dallas and Dallas-area highway corridorsEvidence for Transportation, routing, and parking, Territory quality [8]
DART Silver Line passenger service launched on October 25, 2025start date: 2025-10-25; route miles: 26; cities connected: 7; peak frequency minutes: 30; off peak frequency minutes: 60service statusPassenger service beginning October 25, 2025Seven North Texas cities and DFW International AirportEvidence for Transportation, routing, and parking, Territory quality [9]
Overall Dallas-Fort Worth industrial vacancy in Q2 20268.1percentSecond quarter 2026Dallas-Fort Worth industrial marketEvidence for Real estate and site feasibility, Territory quality [12]
Industrial space under construction in Q2 202629.8million square feetSecond quarter 2026Dallas-Fort Worth industrial marketEvidence for Real estate and site feasibility, Territory quality [12]
Mid-size industrial buildings of 150,000 to 499,999 square feet were the only size segment with vacancy above 10 percent, while big-box vacancy tightenedmid size range sqft: 150,000, 499,999; mid size vacancy above percent: 10; big box threshold sqft: 500,000; big box condition: tightened to lowest since 2022size segment conditionSecond quarter 2026Dallas-Fort Worth industrial marketEvidence for Real estate and site feasibility, Territory quality [12]
Average Dallas-Fort Worth industrial asking rent in Q2 20269.19usd net per square foot per yearSecond quarter 2026Dallas-Fort Worth industrial marketEvidence for Real estate and site feasibility [12]
Dallas-Fort Worth office vacancy, asking rent, and quarterly net absorption in Q2 2026vacancy percent: 23.9; asking rent usd per sqft per year: 34.17; net absorption million sqft: 1.1market metricsSecond quarter 2026Dallas-Fort Worth office marketEvidence for Real estate and site feasibility, Target-market demand, Territory quality [13]
Office absorption and rent growth varied materially among named Dallas-Fort Worth submarketstop absorption submarkets: Legacy/Frisco, Las Colinas, Uptown/Turtle Creek; strongest property level rent growth submarkets: Preston Center, Far North Dallas, Uptown/Turtle Creeknamed submarket patternSecond quarter 2026Dallas-Fort Worth office submarketsEvidence for Real estate and site feasibility, Territory quality, Target-market demand [13]
UT Southwestern institutional scaleemployees more than: 25,000; operating budget usd: 6,500,000,000; hospitalized patients annual more than: 143,000; emergency cases annual more than: 470,000; outpatient visits annual approximate: 5,300,000institutional metricsCurrent institutional facts accessed July 2026UT Southwestern Medical Center and affiliated care networkEvidence for Target-market demand, Referral ecosystem, Sales and customer acquisition, Labor and staffing friction [14]
UT Southwestern reports 15.5 million square feet of facilities and more than 4,000 learners trained annuallyfacilities square feet: 15,500,000; learners annual more than: 4,000facility and learner metricsCurrent campus facts accessed July 2026UT Southwestern campus and regional medical centersEvidence for Target-market demand, Referral ecosystem, Property replacement-cycle demand [15]
Dallas sign permits are required when a sign exceeds 20 square feet, exceeds eight feet in height, is illuminated or electrical, occupies or overhangs a public roadway, or is in a Special Provision Sign Districteffective area sqft more than: 20; height feet more than: 8; illumination or electrical: yes; public roadway location: yes; special provision sign district: yespermit triggersCurrent sign-permit requirements and fees accessed July 2026City of DallasEvidence for Regulatory and operating friction, Real estate and site feasibility [16]
Premise attached-sign and sign-reface permit fees are USD 296; new premise detached-sign permits are USD 577attached or reface usd: 296; new detached usd: 577usdCurrent sign-permit requirements and fees accessed July 2026City of DallasEvidence for Regulatory and operating friction, Real estate and site feasibility [16]
All signs in a Special Provision Sign District require a Certificate of Appropriateness, an additional two-to-three-month review process, at least two public meetings, and a USD 397 review feecertificate of appropriateness required: yes; review months range: 2, 3; public meetings minimum: 2; review fee usd: 397review requirementsCurrent process and 2025-2026 calendar accessed July 2026Dallas Special Provision Sign DistrictsEvidence for Regulatory and operating friction, Real estate and site feasibility, Territory quality [17]
Exterior work on Dallas landmarks or structures and lots in Landmark Districts requires a Certificate of Appropriateness before work beginscertificate of appropriateness required: yes; minor review: staff; substantial review: Landmark Commissionreview requirementsCurrent process accessed July 2026City of Dallas landmarks and Landmark DistrictsEvidence for Regulatory and operating friction, Real estate and site feasibility, Territory quality [18]
Commercial new construction, additions, and first-time finish-outs filed on or after May 12, 2023 require a signed energy-compliance path with the building permit; remodels require a compliance certificate at project completionnew addition first finish out path form: yes; remodel completion certificate: yes; energy approval before final inspection: yesproject compliance requirementsRequirements for permit applications filed on or after May 12, 2023; accessed July 2026Commercial projects in the City of DallasEvidence for Regulatory and operating friction, Real estate and site feasibility, Property replacement-cycle demand [19]
Effective June 1, 2026, plumbing and mechanical rough inspections and final inspections must be scheduled togethereffective date: 2026-06-01; rough combined: yes; final combined: yesinspection scheduling ruleInspection scheduling rule effective June 1, 2026Commercial, residential, and multifamily projects in DallasEvidence for Regulatory and operating friction [20]
The optional Q-Team expedited review charges a USD 1,000 hourly plan-review fee plus size-based intake and maximum feeshourly plan review fee usd: 1,000; intake fee usd range: 500, 1,250; maximum fee usd range: 10,000, 50,000; revision review goal business days: 10optional review fee structureCurrent optional expedited-review service accessed July 2026Qualifying Dallas projects choosing Q-Team reviewEvidence for Regulatory and operating friction, Real estate and site feasibility [21]
DRIVE applies when applicable to competitively solicited City contracts over USD 100,000 and sets category-specific SBE participation goals from 30 to 38 percentcontract threshold usd more than: 100,000; sbe goal percent range: 30, 38; applicable solicitations after: 2026-03-01policy thresholdsPolicy effective in 2026; applicable solicitations issued after March 1, 2026City of Dallas procurementEvidence for Sales and customer acquisition, Referral ecosystem, Target-market demand [22]
SBE participation credit under DRIVE requires qualifying size, DFW-area principal office, independent ownership, a commercially useful function, and recognized certificationsba size standard: yes; dfw principal office: yes; independent ownership: yes; commercially useful function: yes; recognized certification for credit: yeseligibility conditionsPolicy effective in 2026; applicable solicitations issued after March 1, 2026City of Dallas procurementEvidence for Sales and customer acquisition, Referral ecosystem [22]
City procurement vendors register in Bonfire and select relevant commodity codes to receive and search matching opportunitiesplatform: Bonfire; commodity codes required for profile: yesprocess stepsCurrent registration workflow accessed July 2026City of Dallas procurementEvidence for Sales and customer acquisition, Referral ecosystem [23]

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.

Why every concept begins at 70.0

70.0 is a neutral display baseline shared by every concept. Local conditions can move a score by no more than 18.0 points in either direction under the current model. It 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 · Analysis updated August 5, 2026

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 4, 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
    Structural Inefficiencies and Asymmetric Franchise Opportunities in Tier-1 U.S. MarketsInternal or supplied research; not publicly accessible.
    Publisher
    Supplied research material
    Data period
    Research claims and cited materials current through the supplied docket preparation period
    Scope
    Dallas, Texas section within a multi-city research docket
    Locator
    Dallas, Texas section, Macro-Physical Reality through Smart Money Thesis
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    July 30, 2026
  2. 2
    Structural Constraints and Hidden Municipal Costs: A Forensic Audit of Ten U.S. JurisdictionsInternal or supplied research; not publicly accessible.
    Publisher
    Supplied research material
    Data period
    Research claims and cited materials current through the supplied docket preparation period
    Scope
    Dallas, Texas section within a multi-city research docket
    Locator
    Dallas, Texas section, subsections A-F
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    July 30, 2026
  3. 3
    QuickFacts: Dallas city, Texas

    Used for: Resident population estimate on July 1, 2025, Population change from the April 2020 estimate base to July 2025, Employer firms in reference year 2022, Health care and social assistance receipts in 2022, and Transportation and warehousing receipts in 2022

    Publisher
    U.S. Census Bureau
    Published
    May 14, 2026
    Data period
    July 1, 2025 population estimate; 2020-2024 ACS; 2022 business and receipts data
    Scope
    Dallas city, Texas
    Locator
    Population, business, housing, transportation, income, geography, and receipts table
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  4. 4
    Dallas city, Texas - Census Bureau Profile

    Used for: Total housing units in the 2024 ACS 1-year profile and Total households in the 2024 ACS 1-year profile

    Publisher
    U.S. Census Bureau
    Published
    September 11, 2025
    Data period
    2024 American Community Survey 1-year estimates and 2020 Census geography
    Scope
    Dallas city, Texas
    Locator
    Housing, households, income, and place profile
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  5. 5
    Occupational Employment and Wages in Dallas-Fort Worth-Arlington — May 2024

    Used for: Mean hourly wage for all occupations in May 2024, Selected major occupational-group mean hourly wages compared with U.S. averages, and Transportation and material moving occupations accounted for 10.2 percent of area employment versus 8.9 percent nationally

    Publisher
    U.S. Bureau of Labor Statistics
    Published
    June 17, 2025
    Data period
    May 2024
    Scope
    Dallas-Fort Worth-Arlington metropolitan statistical area
    Locator
    Table A major occupational groups, transportation occupations, and metropolitan-area definition
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  6. 6
    Changing Compensation Costs in the Dallas Metropolitan Area — March 2026

    Used for: Private-industry wages and salaries increased 1.8 percent over the 12 months ending March 2026, versus 3.4 percent nationally and Private-industry total compensation increased 2.3 percent over the 12 months ending March 2026, versus 3.4 percent nationally

    Publisher
    U.S. Bureau of Labor Statistics
    Published
    May 1, 2026
    Data period
    12 months ending March 2026
    Scope
    Dallas-Fort Worth metropolitan compensation locality
    Locator
    Tables 1 and 2, private-industry total compensation and wages and salaries
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  7. 7
    2025 Urban Mobility Report

    Used for: Annual extra travel time per auto commuter in 2024, Travel Time Index in 2024, Total annual travel delay in 2024, and Truck congestion delay and estimated cost in 2024

    Publisher
    Texas A&M Transportation Institute
    Published
    August 1, 2025
    Data period
    2024 and 2023 traffic conditions
    Scope
    Dallas-Fort Worth-Arlington urban area
    Locator
    Comparison tables: congestion per commuter, total delay, fuel, cost, truck delay, and access
    Source tier
    Tier 2 · recognized institutional research
    Accessed
    July 30, 2026
  8. 8
    Texas Clear Lanes: Dallas Current Projects

    Used for: Major current Dallas-area highway projects include multiple corridors with construction timelines extending from 2026 through 2032

    Publisher
    Texas Department of Transportation
    Data period
    Active project timelines displayed July 2026
    Scope
    Dallas and Dallas-area highway corridors
    Locator
    Current projects and timelines for I-30, I-35E, I-635, Spur 399, and US 80
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  9. 9
    Silver Line Launches Oct. 25, Connecting Seven Cities and DFW Airport with Modern, Reliable Transit

    Used for: DART Silver Line passenger service launched on October 25, 2025

    Publisher
    Dallas Area Rapid Transit
    Published
    October 8, 2025
    Data period
    Passenger service beginning October 25, 2025
    Scope
    Seven North Texas cities and DFW International Airport
    Locator
    Launch date, route length, cities, operating hours, and service frequency
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  10. 10
    Official Series Description: Seagoville Series

    Used for: The Seagoville series has high shrink-swell potential and develops dry cracks from one-half inch to more than three inches wide extending below 12 inches and The upper Seagoville soil profile is very slowly permeable

    Publisher
    USDA Natural Resources Conservation Service
    Published
    February 1, 1997
    Data period
    Official soil-series description; accessed July 2026
    Scope
    Mapped occurrences in North Central Texas; type location in Dallas County
    Locator
    Range in characteristics, drainage and permeability, distribution and extent, and diagnostic Vertisol features
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  11. 11
    Official Series Description: Dalco Series

    Used for: The Dalco series is clayey, very slowly permeable, and has dry cracks and slickensides that identify Vertisol behavior

    Publisher
    USDA Natural Resources Conservation Service
    Published
    February 1, 1997
    Data period
    Official soil-series description; accessed July 2026
    Scope
    Blackland Prairies of Texas; type location in Dallas County near Garland
    Locator
    Range in characteristics, drainage and permeability, distribution and extent, and diagnostic Vertisol features
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  12. 12
    Dallas Industrial MarketBeat Q2 2026

    Used for: Overall Dallas-Fort Worth industrial vacancy in Q2 2026, Industrial space under construction in Q2 2026, Mid-size industrial buildings of 150,000 to 499,999 square feet were the only size segment with vacancy above 10 percent, while big-box vacancy tightened, and Average Dallas-Fort Worth industrial asking rent in Q2 2026

    Publisher
    Cushman & Wakefield
    Published
    July 9, 2026
    Data period
    Second quarter 2026
    Scope
    Dallas-Fort Worth industrial market
    Locator
    Key takeaways and Demand, Supply, and Pricing sections
    Source tier
    Tier 3 · credible industry
    Accessed
    July 30, 2026
  13. 13
    Dallas Office MarketBeat Q2 2026

    Used for: Dallas-Fort Worth office vacancy, asking rent, and quarterly net absorption in Q2 2026 and Office absorption and rent growth varied materially among named Dallas-Fort Worth submarkets

    Publisher
    Cushman & Wakefield
    Published
    July 9, 2026
    Data period
    Second quarter 2026
    Scope
    Dallas-Fort Worth office market and named submarkets
    Locator
    Key takeaways and Demand, Supply, and Pricing sections
    Source tier
    Tier 3 · credible industry
    Accessed
    July 30, 2026
  14. 14
    Facts and Figures: About Us

    Used for: UT Southwestern institutional scale

    Publisher
    UT Southwestern Medical Center
    Data period
    Current institutional facts accessed July 2026
    Scope
    UT Southwestern Medical Center and affiliated North Texas clinical network
    Locator
    Employees, operating budget, hospitalized patients, emergency cases, outpatient visits, clinics, and affiliated sites
    Source tier
    Tier 2 · recognized institution
    Accessed
    July 30, 2026
  15. 15
    About Us

    Used for: UT Southwestern reports 15.5 million square feet of facilities and more than 4,000 learners trained annually

    Publisher
    UT Southwestern Medical Center
    Data period
    Current campus facts accessed July 2026
    Scope
    UT Southwestern campus and regional medical centers
    Locator
    Facilities square footage and learner count
    Source tier
    Tier 2 · recognized institution
    Accessed
    July 30, 2026
  16. 16
    Permitting & Inspections: Signs

    Used for: Dallas sign permits are required when a sign exceeds 20 square feet, exceeds eight feet in height, is illuminated or electrical, occupies or overhangs a public roadway, or is in a Special Provision Sign District and Premise attached-sign and sign-reface permit fees are USD 296; new premise detached-sign permits are USD 577

    Publisher
    City of Dallas Planning and Development
    Data period
    Current sign-permit requirements and fees accessed July 2026
    Scope
    City of Dallas with zoning- and overlay-specific variation
    Locator
    Permit triggers, contractor and Certificate of Occupancy prerequisites, fees, and zoning overlays
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  17. 17
    Special Provision Sign Districts

    Used for: All signs in a Special Provision Sign District require a Certificate of Appropriateness, an additional two-to-three-month review process, at least two public meetings, and a USD 397 review fee

    Publisher
    City of Dallas Planning and Urban Design
    Data period
    Current process and 2025-2026 calendar accessed July 2026
    Scope
    Designated Special Provision Sign Districts in Dallas
    Locator
    Certificate of Appropriateness, review duration, public meetings, and fee
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  18. 18
    Landmark Review Process

    Used for: Exterior work on Dallas landmarks or structures and lots in Landmark Districts requires a Certificate of Appropriateness before work begins

    Publisher
    City of Dallas Office of Historic Preservation
    Data period
    Current process accessed July 2026
    Scope
    City of Dallas landmarks and Landmark Districts
    Locator
    Certificate of Appropriateness requirement and staff versus Landmark Commission review
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  19. 19
    2021 Commercial Energy Code Process

    Used for: Commercial new construction, additions, and first-time finish-outs filed on or after May 12, 2023 require a signed energy-compliance path with the building permit; remodels require a compliance certificate at project completion

    Publisher
    City of Dallas Planning and Development
    Data period
    Requirements for permit applications filed on or after May 12, 2023; accessed July 2026
    Scope
    Commercial projects in the City of Dallas
    Locator
    New construction, additions, first-time finish-outs, remodels, certificates, and final inspection
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  20. 20
    Permitting & Inspections: Inspections

    Used for: Effective June 1, 2026, plumbing and mechanical rough inspections and final inspections must be scheduled together

    Publisher
    City of Dallas Planning and Development
    Data period
    Inspection scheduling rule effective June 1, 2026
    Scope
    Commercial, residential, and multifamily projects in Dallas
    Locator
    Combined plumbing and mechanical rough and final inspection scheduling
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  21. 21
    Q-Team Permitting & Inspections

    Used for: The optional Q-Team expedited review charges a USD 1,000 hourly plan-review fee plus size-based intake and maximum fees

    Publisher
    City of Dallas Planning and Development
    Data period
    Current optional expedited-review service accessed July 2026
    Scope
    Qualifying Dallas building projects using the optional Q-Team service
    Locator
    Service scope, ten-business-day revision goal, hourly review fee, intake fees, and maximum fees
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  22. 22
    Business Enterprise Hub: DRIVE Policy Overview

    Used for: DRIVE applies when applicable to competitively solicited City contracts over USD 100,000 and sets category-specific SBE participation goals from 30 to 38 percent and SBE participation credit under DRIVE requires qualifying size, DFW-area principal office, independent ownership, a commercially useful function, and recognized certification

    Publisher
    City of Dallas Office of Procurement Services
    Data period
    Policy effective in 2026; applicable solicitations issued after March 1, 2026
    Scope
    City of Dallas competitively solicited contracts over USD 100,000 in listed categories
    Locator
    Policy threshold, category goals, certification, local presence, and commercially useful function requirements
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  23. 23
    How to Register as a Vendor

    Used for: City procurement vendors register in Bonfire and select relevant commodity codes to receive and search matching opportunities

    Publisher
    City of Dallas Office of Procurement Services
    Data period
    Current registration workflow accessed July 2026
    Scope
    City of Dallas procurement opportunities
    Locator
    Bonfire registration and commodity-code workflow
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026

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.

Request a private franchise review
View methodologyView source registry

Twenty Twenty-Five

Take Free Franchise Match Quiz