Local operating-model alignment analysis

Best Franchise Opportunities We Assessed in Atlanta, Georgia

We ranked 14 franchise concepts for Atlanta, Georgia 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
35Sources used
22Primary sources
32Local 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

66.9 average across 2 concepts

Largest positive factorTarget-market demand

1.3 points average among 11 affected concepts

Largest negative factorTransportation, routing, and parking

0.9 points average reduction among 14 affected concepts

Most assumption-sensitive rankJan-Pro International

Tested rank range spans 11 positions

Executive conclusion

What the ranking means for Atlanta, Georgia

Our Atlanta, Georgia 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, ActionCOACH, 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 0.9 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
72.7Tier 2 · Favorable modeled alignment
+3.3 ptsTarget-market demand-0.8 ptsLabor and staffing frictionModerate evidence confidence
2ActionCOACHBusiness coaching
72.4Tier 2 · Favorable modeled alignment
+2.2 ptsTarget-market demand-0.2 ptsLabor and staffing frictionModerate evidence confidence
3FASTSIGNSSigns and graphics
71.3Tier 3 · Mixed modeled alignment
+2.6 ptsTarget-market demand-0.6 ptsTerritory qualityModerate evidence confidence
4HomeSmilesProperty maintenance services
70.0Tier 3 · Mixed modeled alignment
+1.6 ptsTarget-market demand-1.0 ptsLabor and staffing frictionModerate evidence confidence
5Tiger AdjustersPublic insurance adjusting
69.7Tier 3 · Mixed modeled alignment
+0.4 ptsReferral ecosystem-0.4 ptsTransportation, routing, and parkingModerate evidence confidence
6Pillar To Post Home InspectorsHome inspection
69.4Tier 3 · Mixed modeled alignment
+0.4 ptsReferral ecosystem-0.9 ptsTransportation, routing, and parkingModerate evidence confidence
7ZOOM DRAINDrain and sewer service
68.6Tier 3 · Mixed modeled alignment
+0.5 ptsTarget-market demand-1.9 ptsTransportation, routing, and parkingModerate evidence confidence
8Mister Sparky ElectricElectrical
68.5Tier 3 · Mixed modeled alignment
+0.3 ptsProperty replacement-cycle demand-1.2 ptsTransportation, routing, and parkingModerate evidence confidence
9Jan-Pro InternationalCommercial cleaning
68.5Tier 3 · Mixed modeled alignment
+2.7 ptsTarget-market demand-3.3 ptsLabor and staffing frictionModerate evidence confidence
10Mr. RooterPlumbing
68.5Tier 3 · Mixed modeled alignment
+0.3 ptsTarget-market demand-1.7 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 · +3.3 pts1#2 ActionCOACH · Target-market demand · +2.2 pts2#3 FASTSIGNS · Target-market demand · +2.6 pts3#4 HomeSmiles · Target-market demand · +1.6 pts4#5 Tiger Adjusters · Target-market demand · +0.3 pts5#6 Pillar To Post Home Inspectors · Target-market demand · +0.2 pts6#7 ZOOM DRAIN · Target-market demand · +0.5 pts7#9 Jan-Pro International · Target-market demand · +2.7 pts9#10 Mr. Rooter · Target-market demand · +0.3 pts10#11 Aire Serv · Target-market demand · +0.4 pts11#12 Rainbow International Restoration · Target-market demand · +0.1 pts12
Property replacement-cycle demand
#6 Pillar To Post Home Inspectors · Property replacement-cycle demand · +0.1 pts6#7 ZOOM DRAIN · Property replacement-cycle demand · +0.3 pts7#8 Mister Sparky Electric · Property replacement-cycle demand · +0.3 pts8#10 Mr. Rooter · Property replacement-cycle demand · +0.3 pts10#11 Aire Serv · Property replacement-cycle demand · +0.4 pts11#12 Rainbow International Restoration · Property replacement-cycle demand · +0.1 pts12#13 PuroClean · Property replacement-cycle demand · +0.1 pts13
Labor and staffing friction
#1 City Wide · Labor and staffing friction · -0.8 pts1#2 ActionCOACH · Labor and staffing friction · -0.2 pts2#3 FASTSIGNS · Labor and staffing friction · -0.2 pts3#4 HomeSmiles · Labor and staffing friction · -1.0 pts4#5 Tiger Adjusters · Labor and staffing friction · -0.2 pts5#9 Jan-Pro International · Labor and staffing friction · -3.3 pts9#11 Aire Serv · Labor and staffing friction · -0.4 pts11#12 Rainbow International Restoration · Labor and staffing friction · -1.8 pts12#13 PuroClean · Labor and staffing friction · -1.5 pts13#14 Workout Anytime · Labor and staffing friction · -2.1 pts14
Transportation, routing, and parking
#1 City Wide · Transportation, routing, and parking · -0.1 pts1#2 ActionCOACH · Transportation, routing, and parking · -0.1 pts2#3 FASTSIGNS · Transportation, routing, and parking · -0.6 pts3#4 HomeSmiles · Transportation, routing, and parking · -0.5 pts4#5 Tiger Adjusters · Transportation, routing, and parking · -0.4 pts5#6 Pillar To Post Home Inspectors · Transportation, routing, and parking · -0.9 pts6#7 ZOOM DRAIN · Transportation, routing, and parking · -1.9 pts7#8 Mister Sparky Electric · Transportation, routing, and parking · -1.2 pts8#9 Jan-Pro International · Transportation, routing, and parking · -0.6 pts9#10 Mr. Rooter · Transportation, routing, and parking · -1.7 pts10#11 Aire Serv · Transportation, routing, and parking · -1.4 pts11#12 Rainbow International Restoration · Transportation, routing, and parking · -1.3 pts12#13 PuroClean · Transportation, routing, and parking · -1.5 pts13#14 Workout Anytime · Transportation, routing, and parking · -0.2 pts14
Referral ecosystem
#1 City Wide · Referral ecosystem · +0.4 pts1#2 ActionCOACH · Referral ecosystem · +0.6 pts2#3 FASTSIGNS · Referral ecosystem · +0.1 pts3#4 HomeSmiles · Referral ecosystem · +0.5 pts4#5 Tiger Adjusters · Referral ecosystem · +0.4 pts5#6 Pillar To Post Home Inspectors · Referral ecosystem · +0.4 pts6#7 ZOOM DRAIN · Referral ecosystem · +0.3 pts7#8 Mister Sparky Electric · Referral ecosystem · +0.1 pts8#10 Mr. Rooter · Referral ecosystem · +0.1 pts10#12 Rainbow International Restoration · Referral ecosystem · +0.4 pts12#13 PuroClean · Referral ecosystem · +0.4 pts13
Territory quality
#1 City Wide · Territory quality · -0.1 pts1#2 ActionCOACH · Territory quality · -0.1 pts2#3 FASTSIGNS · Territory quality · -0.6 pts3#4 HomeSmiles · Territory quality · -0.5 pts4#5 Tiger Adjusters · Territory quality · -0.3 pts5#6 Pillar To Post Home Inspectors · Territory quality · -0.5 pts6#7 ZOOM DRAIN · Territory quality · -0.6 pts7#8 Mister Sparky Electric · Territory quality · -0.6 pts8#9 Jan-Pro International · Territory quality · -0.4 pts9#10 Mr. Rooter · Territory quality · -0.6 pts10#11 Aire Serv · Territory quality · -0.5 pts11#12 Rainbow International Restoration · Territory quality · -0.6 pts12#13 PuroClean · Territory quality · -0.6 pts13#14 Workout Anytime · Territory quality · -1.1 pts14
Primary source records by factorTarget-market demand: [4] [5] [7] [8] [27] [28] [29] [1]Property replacement-cycle demand: [5] [14] [17] [18] [15] [16] [23] [1]Competitive environment: [4] [31] [13] [1]Labor and staffing friction: [6] [7] [26] [28] [29] [2] [1]Transportation, routing, and parking: [4] [5] [8] [9] [32] [33] [34] [1]Real estate and site feasibility: [10] [11] [12] [13] [20] [19] [1]Sales and customer acquisition: [4] [30] [27] [29] [1]Referral ecosystem: [26] [27] [28] [29] [30] [4]Territory quality: [4] [5] [8] [10] [11] [12] [32] [20]Regulatory and operating friction: [19] [20] [21] [22] [23] [24] [25] [15] [31] [35] [2]
View the chart data as a table
ConceptTarget-market demandProperty replacement-cycle demandLabor and staffing frictionTransportation, routing, and parkingReferral ecosystemTerritory quality
#1 City Wide+3.3 pts-0.8 pts-0.1 pts+0.4 pts-0.1 pts
#2 ActionCOACH+2.2 pts-0.2 pts-0.1 pts+0.6 pts-0.1 pts
#3 FASTSIGNS+2.6 pts-0.2 pts-0.6 pts+0.1 pts-0.6 pts
#4 HomeSmiles+1.6 pts-1.0 pts-0.5 pts+0.5 pts-0.5 pts
#5 Tiger Adjusters+0.3 pts-0.2 pts-0.4 pts+0.4 pts-0.3 pts
#6 Pillar To Post Home Inspectors+0.2 pts+0.1 pts-0.9 pts+0.4 pts-0.5 pts
#7 ZOOM DRAIN+0.5 pts+0.3 pts-1.9 pts+0.3 pts-0.6 pts
#8 Mister Sparky Electric+0.3 pts-1.2 pts+0.1 pts-0.6 pts
#9 Jan-Pro International+2.7 pts-3.3 pts-0.6 pts-0.4 pts
#10 Mr. Rooter+0.3 pts+0.3 pts-1.7 pts+0.1 pts-0.6 pts
#11 Aire Serv+0.4 pts+0.4 pts-0.4 pts-1.4 pts-0.5 pts
#12 Rainbow International Restoration+0.1 pts+0.1 pts-1.8 pts-1.3 pts+0.4 pts-0.6 pts
#13 PuroClean+0.1 pts-1.5 pts-1.5 pts+0.4 pts-0.6 pts
#14 Workout Anytime-2.1 pts-0.2 pts-1.1 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 ActionCOACHStable · tested #1–#2
#3 FASTSIGNSModerately sensitive · tested #3–#5
#4 HomeSmilesModerately sensitive · tested #4–#7
#5 Tiger AdjustersHighly sensitive · tested #3–#8
#6 Pillar To Post Home InspectorsModerately sensitive · tested #4–#7
#7 ZOOM DRAINHighly sensitive · tested #5–#11
#8 Mister Sparky ElectricHighly sensitive · tested #6–#12
#9 Jan-Pro InternationalHighly sensitive · tested #3–#14
#10 Mr. RooterHighly sensitive · tested #7–#13
#11 Aire ServModerately sensitive · tested #8–#11
#12 Rainbow International RestorationHighly sensitive · tested #9–#13
#13 PuroCleanModerately sensitive · tested #11–#14
#14 Workout AnytimeHighly sensitive · tested #10–#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+3.3
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.8
Transportation, routing, and parking-0.1
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.4
Territory quality-0.1
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score72.74
Published local-market alignment72.7

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, ActionCOACH, 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 Tiger Adjusters, ZOOM DRAIN, Mister Sparky Electric; 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, 14 concepts changed position. Jan-Pro International moved from #9 to #14, 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 rank14

Concepts helped most

City WideFacility management
+3.3 pts
Jan-Pro InternationalCommercial cleaning
+2.7 pts
FASTSIGNSSigns and graphics
+2.6 pts
ActionCOACHBusiness coaching
+2.2 pts
HomeSmilesProperty maintenance services
+1.6 pts
Measured but not differentiating in this concept set
  • Competitive environmentNo material score adjustment
  • Real estate and site feasibilityNo material score adjustment
  • Sales and customer acquisitionNo material score adjustment
  • Regulatory and operating frictionNo material score adjustment

Category comparisons

Best franchise categories we assessed in Atlanta, Georgia

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 Atlanta, Georgia

66.9

2 Restoration concepts qualified for comparison, with scores ranging from 66.9 to 67.0. Rainbow International Restoration ranked highest at 67.0. Referral ecosystem added 0.4 points on average among the affected concepts. Labor and staffing friction reduced the exposed concepts by 1.7 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
66.9–67.0
Category average
66.9
Rainbow International Restoration67.0
PuroClean66.9

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 alignment72.7

City Wide

Facility management · B2B facility management and vendor coordination

Increase +3.3 pts Target-market 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 demand+3.3
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.8
Transportation, routing, and parking-0.1
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.4
Territory quality-0.1
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score72.74
Published local-market alignment72.7

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
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 +3.3 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 alignment72.4

ActionCOACH

Business coaching · home-based B2B advisory

Increase +2.2 pts Target-market demandReduction -0.2 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+2.2
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.2
Transportation, routing, and parking-0.1
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.6
Territory quality-0.1
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score72.45
Published local-market alignment72.4

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 +2.2 pts
Tested rank range
#1–#2

Most important next check

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

#3Tier 3 · Mixed modeled alignment71.3

FASTSIGNS

Signs and graphics · B2B production and installation center

Increase +2.6 pts Target-market demandReduction -0.6 pts Territory quality

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+2.6
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.2
Transportation, routing, and parking-0.6
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.1
Territory quality-0.6
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score71.27
Published local-market alignment71.3

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 +2.6 pts
Tested rank range
#3–#5

Most important next check

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

#4Tier 3 · Mixed modeled alignment70.0

HomeSmiles

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

Increase +1.6 pts Target-market demandReduction -1.0 pts Labor and staffing friction

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+1.6
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-1.0
Transportation, routing, and parking-0.5
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.5
Territory quality-0.5
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.02
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
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +1.6 pts
Tested rank range
#4–#7

Most important next check

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

#5Tier 3 · Mixed modeled alignment69.7

Tiger Adjusters

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

Increase +0.4 pts Referral ecosystemReduction -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 demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.2
Transportation, routing, and parking-0.4
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.4
Territory quality-0.3
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.68
Published local-market alignment69.7

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
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
Transportation, routing, and parking -0.4 pts
Tested rank range
#3–#8

Most important next check

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

#6Tier 3 · Mixed modeled alignment69.4

Pillar To Post Home Inspectors

Home inspection · mobile property inspection service

Increase +0.4 pts Referral ecosystemReduction -0.9 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 demand+0.1
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parking-0.9
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.4
Territory quality-0.5
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.40
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
Transportation, routing, and parking -0.9 pts
Tested rank range
#4–#7

Most important next check

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

#7Tier 3 · Mixed modeled alignment68.6

ZOOM DRAIN

Drain and sewer service · emergency skilled-trade route service

Increase +0.5 pts Target-market demandReduction -1.9 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 demand+0.3
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parking-1.9
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.3
Territory quality-0.6
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score68.58
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
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
Transportation, routing, and parking -1.9 pts
Tested rank range
#5–#11

Most important next check

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

#8Tier 3 · Mixed modeled alignment68.5

Mister Sparky Electric

Electrical · skilled-trade home service

Increase +0.3 pts Property replacement-cycle demandReduction -1.2 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 demand+0.3
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parking-1.2
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.1
Territory quality-0.6
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score68.55
Published local-market alignment68.5

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
Transportation, routing, and parking -1.2 pts
Tested rank range
#6–#12

Most important next check

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

#9Tier 3 · Mixed modeled alignment68.5

Jan-Pro International

Commercial cleaning · recurring commercial route service

Increase +2.7 pts Target-market demandReduction -3.3 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+2.7
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-3.3
Transportation, routing, and parking-0.6
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot applicable to this operating model
Territory quality-0.4
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score68.48
Published local-market alignment68.5

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 -3.3 pts
Tested rank range
#3–#14

Most important next check

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

#10Tier 3 · Mixed modeled alignment68.5

Mr. Rooter

Plumbing · scheduled and emergency skilled-trade service

Increase +0.3 pts Target-market demandReduction -1.7 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 demand+0.3
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parking-1.7
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.1
Territory quality-0.6
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score68.47
Published local-market alignment68.5

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
Transportation, routing, and parking -1.7 pts
Tested rank range
#7–#13

Most important next check

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

#11Tier 3 · Mixed modeled alignment68.4

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 -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 demand+0.4
Property replacement-cycle demand+0.4
Competitive environmentNot included in the score
Labor and staffing friction-0.4
Transportation, routing, and parking-1.4
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot applicable to this operating model
Territory quality-0.5
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score68.42
Published local-market alignment68.4

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
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
#8–#11

Most important next check

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

#12Tier 3 · Mixed modeled alignment67.0

Rainbow International Restoration

Restoration · emergency property restoration

Increase +0.4 pts Referral ecosystemReduction -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+0.1
Property replacement-cycle demand+0.1
Competitive environmentNot included in the score
Labor and staffing friction-1.8
Transportation, routing, and parking-1.3
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.4
Territory quality-0.6
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score66.96
Published local-market alignment67.0

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 -1.8 pts
Tested rank range
#9–#13

Most important next check

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

#13Tier 3 · Mixed modeled alignment66.9

PuroClean

Restoration · emergency property restoration

Increase +0.4 pts Referral ecosystemReduction -1.5 pts Labor and staffing friction

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+0.1
Competitive environmentNot included in the score
Labor and staffing friction-1.5
Transportation, routing, and parking-1.5
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystem+0.4
Territory quality-0.6
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score66.93
Published local-market alignment66.9

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
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Labor and staffing friction -1.5 pts
Tested rank range
#11–#14

Most important next check

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

#14Tier 3 · Mixed modeled alignment66.6

Workout Anytime

Fitness · fixed-location membership fitness

No material positive local adjustment identifiedReduction -2.1 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-2.1
Transportation, routing, and parking-0.2
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemNot applicable to this operating model
Territory quality-1.1
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score66.62
Published local-market alignment66.6

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
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 -2.1 pts
Tested rank range
#10–#14

Most important next check

What trade-area boundary and population base would Workout Anytime use to evaluate the proposed location?

Metric registry

The 32 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, 2025529,110peopleJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic CensusAtlanta, GeorgiaEvidence for Target-market demand, Territory quality [4]
Population change from the April 2020 estimate base to July 20256.1percentJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic CensusAtlanta, GeorgiaEvidence for Target-market demand, Territory quality [4]
Estimated households in the 2020-2024 period236,468householdsJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic CensusAtlanta, GeorgiaEvidence for Target-market demand [4]
Economic Census revenue and sales in selected Atlanta sectorsretail sales usd thousands: 13,290,849; health care social assistance revenue usd thousands: 13,219,440; transportation warehousing revenue usd thousands: 23,609,220; accommodation food services sales usd thousands: 5,534,887usd thousandsJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic CensusAtlanta, GeorgiaEvidence for Target-market demand, Referral ecosystem, Labor and staffing friction [4]
City land area and resident population densityland area square miles: 135.31; population per square mile: 3,685.7mixedJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic CensusAtlanta, GeorgiaEvidence for Territory quality, Transportation, routing, and parking, Target-market demand [4]
Total housing units and multi-unit sharehousing units: 284,949; multi unit share percent: 59; occupied share percent: 86; renter occupied share percent: 52mixed2024 American Community Survey 1-year estimates unless otherwise notedAtlanta, GeorgiaEvidence for Target-market demand, Property replacement-cycle demand, Territory quality [5]
Most metro Atlanta housing units were more than 20 years old; 24 percent were built during the 2000smajority older than 20 years: yes; built 2000 to 2009 percent: 24mixedRecent Census housing-age data available in October 2024Metro Atlanta housing stockEvidence for Property replacement-cycle demand [14]
Atlanta lies in the Piedmont, where red-clay saprolite is common and can be highly erodible when vegetation is removeddominant material: red-clay saprolite; documented mechanism: erosion risk after vegetation removalcategoricalStable geologic and soil characteristicsGeorgia Piedmont including AtlantaEvidence for Property replacement-cycle demand, Regulatory and operating friction [17] [1]
University extension guidance states that heavy Georgia clay soils can drain poorly and become waterlogged during heavy rainpoor drainage possible: yes; waterlogging during heavy rain: yescategoricalStable soil-drainage guidanceHeavy-clay soils in Georgia; property-specific applicability requiredEvidence for Property replacement-cycle demand [18]
New development and redevelopment generally must manage the first inch of rainfall on-site with green infrastructure1inches of rainfallOrdinance adopted 2013 and updated 2020; current guidance accessed July 2026Applicable new development and redevelopment in AtlantaEvidence for Regulatory and operating friction, Real estate and site feasibility, Property replacement-cycle demand [15]
Permitted green-infrastructure practices under Atlanta's post-development ordinancepractices permitted approximate: 5,200; stormwater kept out of system gallons approximate: 1,100,000,000mixedOrdinance adopted 2013 and updated 2020; current guidance accessed July 2026Atlanta, GeorgiaEvidence for Regulatory and operating friction, Property replacement-cycle demand [15]
Metropolitan unemployment rate in May 20263.2percent not seasonally adjustedLabor force through May 2026; nonfarm employment through June 2026Atlanta-Sandy Springs-Roswell, GeorgiaEvidence for Labor and staffing friction [7]
Metropolitan total nonfarm employment in June 20263,127,800jobs preliminaryLabor force through May 2026; nonfarm employment through June 2026Atlanta-Sandy Springs-Roswell, GeorgiaEvidence for Target-market demand, Labor and staffing friction, Referral ecosystem [7]
Transportation and material-moving employment concentration and wagesemployment: 313,910; employment share percent: 10.9; national share percent: 8.8; mean hourly wage usd: 28.64; national mean hourly wage usd: 23.96mixedMay 2025Atlanta-Sandy Springs-Roswell, GeorgiaEvidence for Labor and staffing friction [6]
Detailed logistics occupations with direct overlap for warehouse, delivery, and fleet-support laborlaborers freight stock material movers: employment: 78,460, location quotient: 1.43, mean hourly wage usd: 20.04; industrial truck tractor operators: employment: 28,750, location quotient: 2, mean hourly wage usd: 22.67; driver sales workers: employment: 12,020, location quotient: 1.58, mean hourly wage usd: 20.65mixedMay 2025Atlanta-Sandy Springs-Roswell, GeorgiaEvidence for Labor and staffing friction [6]
Primary commute modes and telework prevalence in the 20-county Atlanta regiondrive alone primary mode percent: 81.6; teleworked at any time percent: 60; full time telework percent: 20; telework primary mode percent: 11.9percent of workers or commuters2025 survey; comparisons with 2019Twenty-county Atlanta regionEvidence for Transportation, routing, and parking, Target-market demand, Territory quality [8] [9]
Most-cited barriers to using alternative commute modeslonger trip time percent: 47; no transit available percent: 44percent of survey respondents2025 survey; comparisons with 2019Twenty-county Atlanta regionEvidence for Transportation, routing, and parking, Territory quality [8] [9]
Mean travel time to work for Atlanta city workers and metropolitan comparisonatlanta city minutes: 26.5; atlanta metro minutes: 32.4minutesJuly 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic CensusAtlanta city and Atlanta-Sandy Springs-Roswell metroEvidence for Transportation, routing, and parking, Territory quality [4] [5]
Atlanta industrial vacancy, rent, and size-segment performancedirect vacancy percent: 8.2; nnn asking rent usd per sqft year: 7.76; smaller legacy product availability direction: rising; bulk distribution demand direction: strongermixedSecond quarter 2026Atlanta industrial marketEvidence for Real estate and site feasibility, Territory quality [10]
Large industrial transactions accounted for a substantial share of new leasing volumeshare of new leasing over 500k sqft percent: 40.6; number of over 500k sqft deals: 6; all industrial asking rent usd per sqft year: 7.53mixedSecond quarter 2026Atlanta industrial marketEvidence for Real estate and site feasibility, Territory quality [11]
Atlanta office availability, asking rent, and recent absorptionavailability percent: 30.3; direct asking rent usd per sqft year: 33.77; quarterly net absorption sqft: 543,000mixedSecond quarter 2026Atlanta office marketEvidence for Real estate and site feasibility, Target-market demand, Territory quality [12]
Atlanta impact fees apply to new or proposed development and fund four facility categoriesfacility categories: transportation, police, fire, parks; transportation and parks service areas: Northside, Southside, Westside; police and fire scope: citywidecategoricalCurrent program and 2027-2031 CIE materials accessed July 2026New or proposed development in AtlantaEvidence for Regulatory and operating friction, Real estate and site feasibility [19]
Commercial and multifamily properties over 25,000 square feet are subject to annual benchmarking and periodic ASHRAE Level II audit requirementsminimum property size sqft: 25,000; benchmarking frequency: annual; audit frequency years: 10; abid ending 6 audit deadline: 2026-12-31mixed2026 compliance cycleCommercial and multifamily properties over 25,000 square feet within Atlanta city limitsEvidence for Regulatory and operating friction, Property replacement-cycle demand [23] [24] [25]
Signs require permitting, and exterior work in historic or landmark districts may require a Certificate of Appropriateness or additional reviewsign permit category: yes; historic certificate may apply: yes; special public interest district count minimum: 20categoricalCurrent requirements accessed July 2026Atlanta historic, landmark, overlay, and Special Public Interest districtsEvidence for Regulatory and operating friction, Real estate and site feasibility [20] [21] [22]
Georgia Tech enrollment and physical-facility scaleundergraduate enrollment: 21,028; graduate enrollment: 35,687; institute facility sqft: 15,318,523; occupied student and greek housing beds: 9,786mixedFall 2025 censusGeorgia Institute of Technology, Atlanta; enrollment includes programs with varying physical presenceEvidence for Target-market demand, Referral ecosystem, Labor and staffing friction [26] [27]
Emory University and healthcare scale in metro Atlantaundergraduate students: 8,341; graduate professional students: 8,170; staff members minimum: 14,500; healthcare locations minimum: 625; patients served annually minimum: 850,000; atlanta alumni minimum: 51,800mixedCurrent institutional facts accessed July 2026Emory University and Emory Healthcare in metro AtlantaEvidence for Target-market demand, Referral ecosystem, Labor and staffing friction [28]
Woodruff Health Sciences Center employees, facilities, and patient baseemployees: 37,141; net facility sqft: 5,700,000; unique patients annually: 787,450; hospital beds: 2,746mixedFiscal year 2024 unless otherwise specifiedEmory health-sciences and healthcare network in metro Atlanta and GeorgiaEvidence for Target-market demand, Referral ecosystem, Labor and staffing friction [29]
City suppliers use a registration and electronic-bid process with current opportunities and training resourcessupplier registration required: yes; electronic bids supported: yes; training resources available: yescategoricalSupplier portal and bid process current as referenced by City business pagesCity of Atlanta procurementEvidence for Referral ecosystem, Sales and customer acquisition, Target-market demand [30]
Businesses operating within Atlanta city limits must obtain an Occupational Tax CertificateyesbooleanCurrent requirements and May 2026 newsletter referenceAtlanta, GeorgiaEvidence for Regulatory and operating friction [31]
Active I-285 construction affects two metro corridors with route-specific applicabilityi285 west pavement replacement: corridor miles: 5.3, construction percent complete: 15.46, status: under construction; i285 i20 east interchange: status: under construction, scope: interchange reconstruction and adjacent auxiliary or collector-distributor lanesmixedCurrent project status accessed July 2026I-285 west Fulton corridor and I-285/I-20 east DeKalb corridorEvidence for Transportation, routing, and parking, Territory quality [32] [33]
City transportation projects are distributed across multiple corridors and council districts with differing phasesactive project phases include: planning scoping, engineering design, procurement, construction, closeout; examples in construction: South Broad Street, Edgewood Avenue, Auburn Avenue, Pryor RoadcategoricalCurrent project phases accessed July 2026City of Atlanta transportation project inventoryEvidence for Transportation, routing, and parking, Territory quality [34]
New permit applications must comply with newly adopted Georgia building-code editions beginning in early 2026effective for submissions: 2026-01-01; full new application transition: 2026-02-01; major codes: 2024 IBC, 2024 IRC, 2024 IMC, 2024 IPC, 2023 NECcategoricalCodes effective for new permit submissions beginning January-February 2026New construction permit applications in AtlantaEvidence for Regulatory and operating friction [35]

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.

    Used for: Atlanta lies in the Piedmont, where red-clay saprolite is common and can be highly erodible when vegetation is removed

    Publisher
    Supplied research material
    Published
    February 24, 2026
    Data period
    Research cited as accessed through February 24, 2026
    Scope
    Atlanta section within a multi-city research docket
    Locator
    Atlanta, Georgia section, subsections 1-3 and Atlanta table
    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
    Published
    February 19, 2026
    Data period
    Research cited as accessed through February 19, 2026
    Scope
    Atlanta section within a multi-city municipal research docket
    Locator
    Atlanta, Georgia section, subsections A-F
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    July 30, 2026
  3. 3
    Franchise data - remake - Combine2(44).csvInternal or supplied research; not publicly accessible.
    Publisher
    Supplied research material
    Data period
    Undated supplied neighborhood and operating notes
    Scope
    Multiple U.S. cities; no Atlanta row
    Locator
    All 120 data rows reviewed
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    July 30, 2026
  4. 4
    QuickFacts: Atlanta city, Georgia

    Used for: Resident population estimate on July 1, 2025, Population change from the April 2020 estimate base to July 2025, Estimated households in the 2020-2024 period, Economic Census revenue and sales in selected Atlanta sectors, and City land area and resident population density

    Publisher
    U.S. Census Bureau
    Published
    May 14, 2026
    Data period
    July 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic Census
    Scope
    Atlanta city, Georgia
    Locator
    Population, households, economy, transportation, income, and geography rows
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  5. 5
    Atlanta, GA Profile Data

    Used for: Total housing units and multi-unit share and Mean travel time to work for Atlanta city workers and metropolitan comparison

    Publisher
    Census Reporter using U.S. Census Bureau ACS data
    Data period
    2024 American Community Survey 1-year estimates unless otherwise noted
    Scope
    Atlanta city, Georgia with Atlanta metropolitan comparisons
    Locator
    Transportation to work and housing sections
    Source tier
    Tier 2 · recognized institutional research
    Accessed
    July 30, 2026
  6. 6
    Occupational Employment and Wages in Atlanta-Sandy Springs-Roswell, GA — May 2025

    Used for: Transportation and material-moving employment concentration and wages and Detailed logistics occupations with direct overlap for warehouse, delivery, and fleet-support labor

    Publisher
    U.S. Bureau of Labor Statistics
    Published
    July 7, 2026
    Data period
    May 2025
    Scope
    Atlanta-Sandy Springs-Roswell metropolitan statistical area
    Locator
    Table A and Table 1 transportation and material-moving occupations
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  7. 7
    Atlanta-Sandy Springs-Marietta, GA Economy at a Glance

    Used for: Metropolitan unemployment rate in May 2026 and Metropolitan total nonfarm employment in June 2026

    Publisher
    U.S. Bureau of Labor Statistics
    Published
    July 22, 2026
    Data period
    Labor force through May 2026; nonfarm employment through June 2026
    Scope
    Atlanta-Sandy Springs-Roswell metropolitan statistical area
    Locator
    Labor Force Data and Nonfarm Wage and Salary Employment tables
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  8. 8
    2025 Regional Commuter Survey

    Used for: Primary commute modes and telework prevalence in the 20-county Atlanta region and Most-cited barriers to using alternative commute modes

    Publisher
    Atlanta Regional Commission
    Published
    February 11, 2026
    Data period
    2025 survey; comparisons with 2019
    Scope
    Twenty-county Atlanta region
    Locator
    Summary Results and Key Findings
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  9. 9
    ARC's 2025 Regional Commuter Survey Reveals 'New Normal' for Metro Atlanta Commutes

    Used for: Primary commute modes and telework prevalence in the 20-county Atlanta region and Most-cited barriers to using alternative commute modes

    Publisher
    Atlanta Regional Commission
    Published
    February 11, 2026
    Data period
    2025 survey; comparisons with 2019
    Scope
    Twenty-county Atlanta region
    Locator
    Survey sample, commute-time, telework, mode-share, and barrier findings
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  10. 10
    Atlanta Industrial Figures Report Q2 2026

    Used for: Atlanta industrial vacancy, rent, and size-segment performance

    Publisher
    CBRE
    Published
    July 9, 2026
    Data period
    Second quarter 2026
    Scope
    Atlanta industrial market
    Locator
    Market Overview
    Source tier
    Tier 3 · credible industry
    Accessed
    July 30, 2026
  11. 11
    Atlanta Industrial MarketBeat Q2 2026

    Used for: Large industrial transactions accounted for a substantial share of new leasing volume

    Publisher
    Cushman & Wakefield
    Published
    July 14, 2026
    Data period
    Second quarter 2026
    Scope
    Atlanta industrial market and named submarkets
    Locator
    Key Takeaways, Economy, Demand, and Rental Rates
    Source tier
    Tier 3 · credible industry
    Accessed
    July 30, 2026
  12. 12
    Atlanta Office Figures Q2 2026

    Used for: Atlanta office availability, asking rent, and recent absorption

    Publisher
    CBRE
    Published
    July 9, 2026
    Data period
    Second quarter 2026
    Scope
    Atlanta office market
    Locator
    Market Overview
    Source tier
    Tier 3 · credible industry
    Accessed
    July 30, 2026
  13. 13
    Atlanta 2026 U.S. Real Estate Market Outlook
    Publisher
    CBRE
    Published
    January 14, 2026
    Data period
    2026 outlook
    Scope
    Atlanta office, industrial, multifamily, retail, and capital markets
    Locator
    Executive Summary
    Source tier
    Tier 3 · credible industry
    Accessed
    July 30, 2026
  14. 14
    Most metro Atlanta housing units are 20-plus years old

    Used for: Most metro Atlanta housing units were more than 20 years old; 24 percent were built during the 2000s

    Publisher
    Axios Atlanta
    Published
    October 9, 2024
    Data period
    Recent Census housing-age data available in October 2024
    Scope
    Metro Atlanta housing stock
    Locator
    Housing-age summary and 2000s construction share
    Source tier
    Tier 4 · credible local reporting
    Accessed
    July 30, 2026
  15. 15
    Post-Development Stormwater Management Ordinance

    Used for: New development and redevelopment generally must manage the first inch of rainfall on-site with green infrastructure and Permitted green-infrastructure practices under Atlanta's post-development ordinance

    Publisher
    City of Atlanta Department of Watershed Management
    Data period
    Ordinance adopted 2013 and updated 2020; current guidance accessed July 2026
    Scope
    New development and redevelopment in the City of Atlanta
    Locator
    Ordinance applicability and first-inch green-infrastructure requirement
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  16. 16
    Stormwater Management in Atlanta
    Publisher
    City of Atlanta Department of Watershed Management
    Data period
    Current program guidance accessed July 2026
    Scope
    City of Atlanta watersheds and stormwater system
    Locator
    Stormwater risks, regulatory compliance, and green-infrastructure sections
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  17. 17
    Piedmont Geographic Region

    Used for: Atlanta lies in the Piedmont, where red-clay saprolite is common and can be highly erodible when vegetation is removed

    Publisher
    New Georgia Encyclopedia
    Published
    June 8, 2004
    Data period
    Stable geologic and soil characteristics
    Scope
    Georgia Piedmont, including Atlanta
    Locator
    Geology and red-clay saprolite discussion
    Source tier
    Tier 2 · recognized institutional research
    Accessed
    July 30, 2026
  18. 18
    The Goldilocks Dilemma: Watering Your Landscape

    Used for: University extension guidance states that heavy Georgia clay soils can drain poorly and become waterlogged during heavy rain

    Publisher
    University of Georgia Cooperative Extension
    Published
    July 1, 2025
    Data period
    Stable soil-drainage guidance
    Scope
    Heavy-clay soils in Georgia; not Atlanta-property specific
    Locator
    Heavy clay drainage and waterlogging discussion
    Source tier
    Tier 2 · recognized institutional research
    Accessed
    July 30, 2026
  19. 19
    Capital Improvement Element and Development Impact Fees

    Used for: Atlanta impact fees apply to new or proposed development and fund four facility categories

    Publisher
    City of Atlanta Department of City Planning
    Data period
    Current program and 2027-2031 CIE materials accessed July 2026
    Scope
    New or proposed development in the City of Atlanta; service-area rules vary
    Locator
    Development Impact Fees and permitted uses
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  20. 20
    Getting Started with Zoning, Development, and Permitting Services

    Used for: Signs require permitting, and exterior work in historic or landmark districts may require a Certificate of Appropriateness or additional review

    Publisher
    City of Atlanta Department of City Planning
    Data period
    Current requirements accessed July 2026
    Scope
    City of Atlanta with zoning-, overlay-, historic-, and scope-specific variation
    Locator
    Permit FAQs, special districts, and historic-property exemptions
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  21. 21
    Historic Preservation

    Used for: Signs require permitting, and exterior work in historic or landmark districts may require a Certificate of Appropriateness or additional review

    Publisher
    City of Atlanta Department of City Planning
    Data period
    Current review process accessed July 2026
    Scope
    Designated historic or landmark districts, buildings, and sites in Atlanta
    Locator
    Certificate of Appropriateness applicability and GIS lookup guidance
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  22. 22
    Online Permitting

    Used for: Signs require permitting, and exterior work in historic or landmark districts may require a Certificate of Appropriateness or additional review

    Publisher
    City of Atlanta Department of City Planning
    Data period
    Current application categories accessed July 2026
    Scope
    City of Atlanta
    Locator
    Historic review, signs, commercial work, and stormwater-related submittals
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  23. 23
    Audit Requirement

    Used for: Commercial and multifamily properties over 25,000 square feet are subject to annual benchmarking and periodic ASHRAE Level II audit requirements

    Publisher
    BenchmarkATL / City of Atlanta
    Data period
    2026 compliance cycle
    Scope
    Commercial and multifamily properties over 25,000 square feet within Atlanta city limits
    Locator
    Audit Requirement and 2026 deadline
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  24. 24
    BenchmarkATL Compliance

    Used for: Commercial and multifamily properties over 25,000 square feet are subject to annual benchmarking and periodic ASHRAE Level II audit requirements

    Publisher
    BenchmarkATL / City of Atlanta
    Data period
    2026 compliance cycle
    Scope
    Commercial and multifamily properties over 25,000 square feet within Atlanta city limits
    Locator
    Compliance eligibility and exemptions
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  25. 25
    Atlanta Code of Ordinances, Commercial Building Energy Efficiency Ordinance

    Used for: Commercial and multifamily properties over 25,000 square feet are subject to annual benchmarking and periodic ASHRAE Level II audit requirements

    Publisher
    City of Atlanta via Municode
    Published
    April 21, 2015
    Data period
    Current codified text accessed July 2026
    Scope
    Covered city and non-city properties under Atlanta's ordinance
    Locator
    Definitions, benchmarking, disclosure, audits, and exceptions
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  26. 26
    Student Demographics, Fall 2025

    Used for: Georgia Tech enrollment and physical-facility scale

    Publisher
    Georgia Institute of Technology Institutional Research & Planning
    Data period
    Fall 2025 census
    Scope
    Georgia Tech institute enrollment; includes programs whose local physical presence may vary
    Locator
    Undergraduate and graduate enrollment tables
    Source tier
    Tier 1 · government institution
    Accessed
    July 30, 2026
  27. 27
    Facilities and Housing, Fall 2025

    Used for: Georgia Tech enrollment and physical-facility scale

    Publisher
    Georgia Institute of Technology Institutional Research & Planning
    Data period
    Fall 2025
    Scope
    Georgia Tech physical facilities and housing in Atlanta
    Locator
    Housing Capacity and Occupancy and Square Footage by Use Code
    Source tier
    Tier 1 · government institution
    Accessed
    July 30, 2026
  28. 28
    Facts and Figures

    Used for: Emory University and healthcare scale in metro Atlanta

    Publisher
    Emory University
    Data period
    Current institutional facts accessed July 2026
    Scope
    Emory University and Emory Healthcare, centered in metro Atlanta
    Locator
    People, campuses, Atlanta alumni, and Emory Healthcare sections
    Source tier
    Tier 2 · recognized institutional research
    Accessed
    July 30, 2026
  29. 29
    Comprehensive Figures

    Used for: Woodruff Health Sciences Center employees, facilities, and patient base

    Publisher
    Emory University Woodruff Health Sciences Center
    Data period
    Fiscal year 2024 unless otherwise specified
    Scope
    Emory health-sciences and healthcare network in metro Atlanta and Georgia
    Locator
    Employees, facilities, beds, patients, and clinical operations
    Source tier
    Tier 2 · recognized institutional research
    Accessed
    July 30, 2026
  30. 30
    Mayor Dickens Announces Launch of ATLSuppliers.com

    Used for: City suppliers use a registration and electronic-bid process with current opportunities and training resources

    Publisher
    City of Atlanta
    Published
    October 3, 2022
    Data period
    Supplier portal and bid process current as referenced by City business pages
    Scope
    City of Atlanta procurement
    Locator
    Supplier registration, electronic bids, training, and procurement procedures
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  31. 31
    Apply for a New Business Occupational Tax Certificate

    Used for: Businesses operating within Atlanta city limits must obtain an Occupational Tax Certificate

    Publisher
    City of Atlanta Office of Revenue
    Data period
    Current requirements and May 2026 newsletter reference
    Scope
    Businesses operating within Atlanta city limits
    Locator
    Occupational Tax Certificate requirements
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  32. 32
    I-285 from SR 14 to Mt. Gilead Road Pavement Replacement

    Used for: Active I-285 construction affects two metro corridors with route-specific applicability

    Publisher
    Georgia Department of Transportation
    Data period
    Current project status accessed July 2026
    Scope
    5.3-mile I-285 west-side corridor in Fulton County
    Locator
    Project description, status, completion percentage, and 2026 construction activity
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  33. 33
    I-285 at I-20 East Side Interchange Reconstruction

    Used for: Active I-285 construction affects two metro corridors with route-specific applicability

    Publisher
    Georgia Department of Transportation
    Data period
    Current project status accessed July 2026
    Scope
    I-285/I-20 east-side interchange and adjacent DeKalb County segments
    Locator
    Under-construction status and project description
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  34. 34
    Atlanta Department of Transportation Projects

    Used for: City transportation projects are distributed across multiple corridors and council districts with differing phases

    Publisher
    Atlanta Department of Transportation
    Data period
    Current project phases accessed July 2026
    Scope
    City of Atlanta streets and transportation assets
    Locator
    Project inventory and active construction phases
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026
  35. 35
    Current Georgia Minimum Codes for Construction

    Used for: New permit applications must comply with newly adopted Georgia building-code editions beginning in early 2026

    Publisher
    City of Atlanta Department of City Planning
    Data period
    Codes effective for new permit submissions beginning January-February 2026
    Scope
    Construction permits in the City of Atlanta
    Locator
    2026 implementation dates and adopted code editions
    Source tier
    Tier 1 · government
    Accessed
    July 30, 2026

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