70.1 average across 2 concepts
Local operating-model alignment analysis
Best Franchise Opportunities We Assessed in Columbus, Georgia
We compared 14 franchise concepts for Columbus, Georgia. University and government account demand was a leading positive mechanism. Campus-contained demand constraint was a leading operating constraint.
What “best” means in this ranking“Best” means the strongest modeled local operating alignment among the franchise concepts assessed on this page. It does not estimate earnings or determine which franchise is best for a particular candidate.
14Concepts evaluated
21Sources used
14Primary sources
22Local metrics
Evaluation set
Why these concepts were evaluated
This is not a ranking of every franchise that may be offered in the city.
14Concepts assessed
Concepts were included when enough operating-model information existed to assign a provisional local-sensitivity profile. Unresolved inputs reduce confidence or remain conditional rather than automatically excluding a concept.
A brand’s participation in our referral network does not add points or change its position.
City-level conclusions
What stood out in our assessment
0.4 points average among 7 affected concepts
Tested rank range spans 12 positions
Executive conclusion
What the ranking means for Columbus, Georgia
City Wide, Jan-Pro International, and FASTSIGNS produced the highest modeled local-alignment scores in the evaluated set. University and government account demand was the strongest positive scored mechanism among 6 exposed concepts, adding 0.6 points on average. One important asymmetry was that the same local condition supported university and government account demand while also creating campus-contained demand constraint. City Wide was especially relationship-sensitive: removing university and government account demand moved it from #1 to #11 in the full model rerun. These scores describe local operating alignment, not expected returns or overall franchise quality; the offered territory and franchise economics still require separate diligence.
How this differs from a directory: the model does not award points for brand popularity, advertising placement, or referral compensation. It tests how documented local conditions interact with each concept’s operating requirements.
Best franchise opportunities assessed
Top 10 local-alignment scores from 14 concepts assessed
“Best” refers to modeled local operating alignment among the concepts assessed—not expected earnings, franchise-system quality, or candidate fit.
Rankings use full-precision scores.Displayed values use one decimal place. Identical displayed scores can therefore have different ranks, and close results should be treated as effectively similar.
| Rank | Franchise | Alignment and tier | Largest advantage | Largest constraint | Evidence confidence |
|---|---|---|---|---|---|
| 1 | City WideFacility managementInvestment: $229,729–$410,730 | 71.1Tier 3 · Mixed modeled alignment | +1.1 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 2 | Jan-Pro InternationalCommercial cleaningInvestment: $130,000–$421,500 | 70.8Tier 3 · Mixed modeled alignment | +0.8 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 3 | FASTSIGNSSigns and graphicsInvestment: $231,226–$386,285 | 70.5Tier 3 · Mixed modeled alignment | +0.5 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 4 | HomeSmilesProperty maintenance servicesInvestment: $148,110–$201,800 | 70.4Tier 3 · Mixed modeled alignment | +0.4 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 5 | ActionCOACHBusiness coachingInvestment: $71,668–$303,513 | 70.3Tier 3 · Mixed modeled alignment | +0.3 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 6 | Rainbow International RestorationRestorationInvestment: $185,336–$351,900 | 70.1Tier 3 · Mixed modeled alignment | +0.1 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 7 | Aire ServHVAC installation, repair, and maintenanceInvestment: $113,308–$271,708 | 70.0Tier 3 · Mixed modeled alignment | No material positive local adjustment | No material negative local adjustment | Moderate evidence confidence |
| 8 | Tiger AdjustersPublic insurance adjustingInvestment: $43,050–$159,500 | 70.0Tier 3 · Mixed modeled alignment | No material positive local adjustment | No material negative local adjustment | Moderate evidence confidence |
| 9 | ZOOM DRAINDrain and sewer serviceInvestment: $266,250–$570,500 | 70.0Tier 3 · Mixed modeled alignment | No material positive local adjustment | No material negative local adjustment | Moderate evidence confidence |
| 10 | Mr. RooterPlumbingInvestment: $152,900–$298,675 | 70.0Tier 3 · Mixed modeled alignment | No material positive local adjustment | No material negative local adjustment | Moderate evidence confidence |
Conditions that changed the analysis
What mattered most in Columbus, Georgia
Fort Moore and the public-sector employment base create both institution-oriented demand and partially contained consumer demand
The same local condition created complementary effects: university and government account demand supported exposed concepts while campus-contained demand constraint constrained others. [7] [14] [15]
recurring-commercial-service
This operating-model cluster separated from the broader set because its exposure to local support and constraints differed. The strongest positive factor was target-market demand, while the main constraint was property replacement-cycle demand. [13] [11] [7] [14] [15] [8] [12]
Columbus contains materially different corridor-level regulatory, construction, access, and property conditions
Exact site, service territory, customer geography, and route pattern are required to determine which documented local conditions actually apply. [18] [17] [3]
Evidence behind the city mechanisms
Fort Moore and the public-sector employment base create both institution-oriented demand and partially contained consumer demand3 local facts · 2 modeled effects · 4 sources
- Selected Columbus MSA employment measures in June 2026: total nonfarm jobs thousands: 123.2; government jobs thousands: 23.5; education health jobs thousands: 18.7; professional business jobs thousands: 14.3; financial activities jobs thousands: 10.6; leisure hospitality jobs thousands: 15.8; trade transportation utilities jobs thousands: 19.3 thousand jobs [7]
- Columbus Consolidated Government has current multiyear facility-service solicitations for HVAC and plumbing: hvac contract: issued: 2026-07-21, base term years: 3, renewal options years: 2, scope: preventive maintenance and repair at various locations; plumbing contract: issued: 2026-08-11, response due: 2026-09-30, base term years: 2, renewal options years: 3, scope: on-call plumbing installation and maintenance on government buildings and structures procurement scope and terms [14] [15]
- Fort Moore operates through controlled access points with gate-specific operating patterns: controlled access: yes; examples: ACP 5B, Cashe ACP, Sand Hill & Eisenhower Bridge ACP, ACP 9 Buena Vista Road, Harmony Church ACP access control configuration [11]
University and government account demandTarget-market demand
Campus-contained demand constraintTarget-market demand
Ongoing 19th Street flood-abatement construction creates a corridor-specific routing and access condition1 modeled effect
Temporary route disruptionTransportation, routing, and parking
2nd Avenue Overlay imposes corridor- and redevelopment-gated prototype, signage, access, and site-design requirements1 modeled effect
Signage and prototype adaptation burdenRegulatory and operating friction
Columbus contains materially different corridor-level regulatory, construction, access, and property conditions1 modeled effect
Territory and submarket uncertaintyTerritory quality
Compare all assessed concepts
Local impact by franchise concept
14 concepts shown. Expand a concept to see the score-changing factors and their modeled drivers; the full audit ledger stays collapsed.
#1Tier 3 · Mixed modeled alignment71.1
City Wide
Initial investment: $229,729–$410,730
Increase +1.1 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +1.1 pts |
| Net local movement | +1.13 pts | |
Net uses full-precision effects; displayed factor and driver rows are rounded.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +1.1 |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.13 |
| Published local-market alignment | 71.1 |
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
- 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 +1.1 pts
- Tested rank range
- #1–#12
#2Tier 3 · Mixed modeled alignment70.8
Jan-Pro International
Initial investment: $130,000–$421,500
Increase +0.8 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.8 pts |
| Net local movement | +0.83 pts | |
Net uses full-precision effects; displayed factor and driver rows are rounded.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
1 image
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.8 |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.83 |
| Published local-market alignment | 70.8 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.8 pts
- Tested rank range
- #2–#14
#3Tier 3 · Mixed modeled alignment70.5
FASTSIGNS
Initial investment: $231,226–$386,285
Increase +0.5 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.5 pts |
| Regulatory and operating friction | Signage and prototype adaptation burden EvidenceConditional — applicability must be confirmed | Not scored |
| Net local movement | +0.54 pts | |
Net uses full-precision effects; displayed factor and driver rows are rounded.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Item 19 — Financial Performance Representation
2 images
Public company data assessed
3 sourcesFull calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.5 |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.54 |
| Published local-market alignment | 70.5 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.5 pts
- Tested rank range
- #3–#6
#4Tier 3 · Mixed modeled alignment70.4
HomeSmiles
Initial investment: $148,110–$201,800
Increase +0.4 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.4 pts |
| Net local movement | +0.37 pts | |
Net uses full-precision effects; displayed factor and driver rows are rounded.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.4 |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.37 |
| Published local-market alignment | 70.4 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.4 pts
- Tested rank range
- #2–#4
#5Tier 3 · Mixed modeled alignment70.3
ActionCOACH
Initial investment: $71,668–$303,513
Increase +0.3 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Stable
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.3 pts |
| Net local movement | +0.35 pts | |
Net uses full-precision effects; displayed factor and driver rows are rounded.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.3 |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.35 |
| Published local-market alignment | 70.3 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.3 pts
- Tested rank range
- #5–#5
#6Tier 3 · Mixed modeled alignment70.1
Rainbow International Restoration
Initial investment: $185,336–$351,900
Increase +0.1 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.1 pts |
| Net local movement | +0.13 pts | |
Net uses full-precision effects; displayed factor and driver rows are rounded.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.1 |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.13 |
| Published local-market alignment | 70.1 |
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
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.1 pts
- Tested rank range
- #6–#13
#7Tier 3 · Mixed modeled alignment70.0
Aire Serv
Initial investment: $113,308–$271,708
No material positive local adjustment identifiedNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
No material scored local adjustment was identified for this concept.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
1 image
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Item 19 — Financial Performance Representation
1 image
Public company data assessed
1 sourceFull calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.00 |
| Published local-market alignment | 70.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #1–#7
#8Tier 3 · Mixed modeled alignment70.0
Tiger Adjusters
Initial investment: $43,050–$159,500
No material positive local adjustment identifiedNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
No material scored local adjustment was identified for this concept.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 19 — Financial Performance Representation
1 image
Public company data assessed
1 sourceFull calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.00 |
| Published local-market alignment | 70.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #3–#8
#9Tier 3 · Mixed modeled alignment70.0
ZOOM DRAIN
Initial investment: $266,250–$570,500
No material positive local adjustment identifiedNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
No material scored local adjustment was identified for this concept.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.00 |
| Published local-market alignment | 70.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #4–#9
#10Tier 3 · Mixed modeled alignment70.0
Mr. Rooter
Initial investment: $152,900–$298,675
No material positive local adjustment identifiedNo material negative local adjustment identified
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
No material scored local adjustment was identified for this concept.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.00 |
| Published local-market alignment | 70.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #7–#10
#11Tier 3 · Mixed modeled alignment70.0
Mister Sparky Electric
No material positive local adjustment identifiedNo material negative local adjustment identified
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
No material scored local adjustment was identified for this concept.
Full calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.00 |
| Published local-market alignment | 70.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #8–#11
#12Tier 3 · Mixed modeled alignment70.0
Pillar To Post Home Inspectors
Initial investment: $102,690–$134,290
No material positive local adjustment identifiedNo material negative local adjustment identified
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
No material scored local adjustment was identified for this concept.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 19 — Financial Performance Representation
1 image
Public company data assessed
2 sourcesFull calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.00 |
| Published local-market alignment | 70.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #9–#12
#13Tier 3 · Mixed modeled alignment70.0
PuroClean
Initial investment: $54,575–$262,145
No material positive local adjustment identifiedNo material negative local adjustment identified
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
No material scored local adjustment was identified for this concept.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.00 |
| Published local-market alignment | 70.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #10–#13
#14Tier 3 · Mixed modeled alignment69.7
Workout Anytime
Initial investment: $1,060,850–$1,840,550
No material positive local adjustment identifiedReduction -0.3 pts Target-market demand
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| -0.3 pts |
| Territory quality | Territory and submarket uncertainty EvidenceConditional — applicability must be confirmed | Not scored |
| Net local movement | -0.34 pts | |
Net uses full-precision effects; displayed factor and driver rows are rounded.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | -0.3 |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 69.66 |
| Published local-market alignment | 69.7 |
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 -0.3 pts
- Tested rank range
- #11–#14
No franchise concepts match the selected filters.
Worked score example
How we calculated City Wide
This example uses the same ledger shown for every concept and must reconcile exactly to the published score.
Full score ledger
Every factor is classified so a displayed zero is not mistaken for a score-changing effect.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +1.1 |
| Property replacement-cycle demand | Depends on the specific site, territory, or operating condition |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Measured; no meaningful local adjustment |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.13 |
| Published local-market alignment | 71.1 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Starting pointThe operating-model baseline shown in the first ledger row.
InteractionsAny interaction or gate is included in the relevant contribution or calibration row.
Confidence treatmentEvidence confidence is disclosed separately unless the model definition explicitly applies a calibration adjustment.
RoundingFull-precision contributions are summed before the final displayed score is rounded to one decimal place; whole-number results are shown without a trailing decimal.
Factor impact
Which local conditions changed scores or rankings?
We neutralized one factor at a time, recalculated every score, and then measured both absolute score movement and changes in rank order.
Observed model effectMixed or model dependent
Target-market demand
We tested how much of the city’s theoretical customer and business demand remained usable after operating friction.
Why concepts react differently
We applied a measurable adjustment to 7 of 14 concepts. When we neutralized the factor and recalculated the table, 14 concepts changed position. Workout Anytime moved from #14 to #1, the largest movement among concepts directly affected by this factor.
Concepts adjusted7 of 14
Average among affected+0.4 pts
Average across all concepts+0.2 pts
Concepts changing rank14
Concepts helped most
City WideFacility management
+1.1 pts
Jan-Pro InternationalCommercial cleaning
+0.8 pts
FASTSIGNSSigns and graphics
+0.5 pts
HomeSmilesProperty maintenance services
+0.4 pts
ActionCOACHBusiness coaching
+0.3 pts
Concepts challenged most
Workout AnytimeFitness
-0.3 pts
Measured but not differentiating in this concept set
- Property replacement-cycle demandNo material score adjustment
- Competitive environmentNo material score adjustment
- Labor and staffing frictionNo material score adjustment
- Transportation, routing, and parkingNo material score adjustment
- Real estate and site feasibilityNo material score adjustment
- Sales and customer acquisitionNo material score adjustment
- Referral ecosystemNo material score adjustment
- Territory qualityNo material score adjustment
- Regulatory and operating frictionNo material score adjustment
Rank stability
Which positions depend most on individual assumptions?
The line shows the best and worst rank reached when one factor was removed from every concept. A narrow range indicates a more stable position.
#1 City WideHighly sensitive · tested #1–#12
#2 Jan-Pro InternationalHighly sensitive · tested #2–#14
#3 FASTSIGNSModerately sensitive · tested #3–#6
#4 HomeSmilesModerately sensitive · tested #2–#4
#5 ActionCOACHStable · tested #5–#5
#6 Rainbow International RestorationHighly sensitive · tested #6–#13
#7 Aire ServHighly sensitive · tested #1–#7
#8 Tiger AdjustersHighly sensitive · tested #3–#8
#9 ZOOM DRAINHighly sensitive · tested #4–#9
#10 Mr. RooterModerately sensitive · tested #7–#10
#11 Mister Sparky ElectricModerately sensitive · tested #8–#11
#12 Pillar To Post Home InspectorsModerately sensitive · tested #9–#12
#13 PuroCleanModerately sensitive · tested #10–#13
#14 Workout AnytimeModerately sensitive · tested #11–#14
Neutralizing a factor removes it from every concept. A concept can move down even when its own score improves because competitors may benefit more.
Original factor comparison
How each factor affected the highest-rated franchise concepts
The graph includes the top 14 concepts by local-alignment score. Only nonzero score contributions are plotted. A factor is removed when every displayed concept received 0.0 points from it. Hover or focus a concept name to highlight all of its remaining data points.
Primary source records by factorTarget-market demand: [5] [7] [8] [11] [12] [13] [14] [15] [9]Property replacement-cycle demand: [10] [9] [20] [2]Competitive environment: [5] [9] [4]Labor and staffing friction: [6] [7] [8] [3]Transportation, routing, and parking: [16] [17] [18] [11] [4]Real estate and site feasibility: [9] [18] [19] [20] [2]Sales and customer acquisition: [5] [14] [15] [4]Referral ecosystem: [7] [8] [14] [15] [4]Territory quality: [16] [17] [18] [9] [11] [4]Regulatory and operating friction: [18] [19] [20] [21] [3] [4]
View the chart data as a table
| Concept | Target-market demand |
|---|---|
| #1 City Wide | +1.1 pts |
| #2 Jan-Pro International | +0.8 pts |
| #3 FASTSIGNS | +0.5 pts |
| #4 HomeSmiles | +0.4 pts |
| #5 ActionCOACH | +0.3 pts |
| #6 Rainbow International Restoration | +0.1 pts |
| #7 Aire Serv | — |
| #8 Tiger Adjusters | — |
| #9 ZOOM DRAIN | — |
| #10 Mr. Rooter | — |
| #11 Mister Sparky Electric | — |
| #12 Pillar To Post Home Inspectors | — |
| #13 PuroClean | — |
| #14 Workout Anytime | -0.3 pts |
Interpretation
How to interpret the result
City Wide, Jan-Pro International, FASTSIGNS led because their operating requirements captured more of the local support from target-market demand while remaining less exposed to property replacement-cycle demand. The same city condition can help one operating model and constrain another, so score differences should be read through each concept's factor pattern rather than as a universal franchise-quality verdict. The ordering is most assumption-sensitive for City Wide, Jan-Pro International, Rainbow International Restoration; their ranks move more widely when individual factors are neutralized.
Category comparisons
Best franchise categories we assessed in Columbus, Georgia
Category summaries are shown only when at least two concepts qualified. Two-concept comparisons are explicitly labeled as limited.
Limited two-concept comparison
70.1Best Restoration franchise opportunities we assessed in Columbus, Georgia
2 Restoration concepts qualified for comparison, with scores ranging from 70.0 to 70.1. Rainbow International Restoration ranked highest at 70.1. Target-market demand added 0.1 points on average among the affected concepts.
Interpret cautiously: A 0.1-point spread is too small to support a strong brand-level conclusion from city alignment alone.
- Concepts compared
- 2
- Score range
- 70.0–70.1
- Category average
- 70.1
Rainbow International Restoration70.1
PuroClean70.0
Metric registry
The 22 local metrics behind this analysis
The registry shows each public metric’s raw value, period, geography, source, and its actual role in the compiled analysis.
View all local metrics
| Metric | Raw value | Period | Geography | Role in analysis | Source |
|---|---|---|---|---|---|
| Resident population estimate on July 1, 2024 | 201,830people | July 1, 2024 population estimate; 2020-2024 household, housing, income, transportation, and socioeconomic estimates; 2022 business measures | Columbus, Georgia | Context only | [5] |
| Population change from the April 2020 estimate base to July 1, 2024 | -2.5percent | July 1, 2024 population estimate; 2020-2024 household, housing, income, transportation, and socioeconomic estimates; 2022 business measures | Columbus, Georgia | Context only | [5] |
| Household base, homeownership, income, and poverty indicators | households: 81,415; owner occupied housing rate percent: 50.8; median household income usd 2024 dollars: 58,073; poverty rate percent: 19; mean commute minutes: 20.9mixed household market measures | July 1, 2024 population estimate; 2020-2024 household, housing, income, transportation, and socioeconomic estimates; 2022 business measures | Columbus, Georgia | Context only | [5] |
| Employer firms in Census reference year 2022 | 3,391employer firms | July 1, 2024 population estimate; 2020-2024 household, housing, income, transportation, and socioeconomic estimates; 2022 business measures | Columbus, Georgia | Context only | [5] |
| Selected Columbus MSA employment measures in June 2026 | total nonfarm jobs thousands: 123.2; government jobs thousands: 23.5; education health jobs thousands: 18.7; professional business jobs thousands: 14.3; financial activities jobs thousands: 10.6; leisure hospitality jobs thousands: 15.8; trade transportation utilities jobs thousands: 19.3thousand jobs | June 2026 labor force and nonfarm employment; data extracted August 13, 2026 | Columbus, GA-AL MSA | Supports modeled relationship | [7] |
| Fort Moore/Fort Benning supports a large regional military, civilian, and contractor employment base | estimated positions low: 45,000; estimated positions high: 50,000positions estimated by source | Economic conditions through 2025 and early 2026 | Fort Moore and Columbus regional economy | Supports modeled relationship | [8] [2] [3] |
| Fort Moore operates through controlled access points with gate-specific operating patterns | controlled access: yes; examples: ACP 5B, Cashe ACP, Sand Hill & Eisenhower Bridge ACP, ACP 9 Buena Vista Road, Harmony Church ACPaccess control configuration | Current access-control map available from Fort Moore website | Fort Moore, Georgia | Supports modeled relationship | [11] |
| Fort Moore provides substantial on-installation grocery, dining, retail, and service options | commissary open seven days: yes; main exchange: yes; food examples: Burger King, Charleys, Starbucks, Qdoba Mexican Eats, Panda Express, Subway; additional services present: yesinstitution internal amenity presence | Current store services and hours accessed August 2026 | Fort Moore, Georgia | Supports modeled relationship | [12] [13] |
| Columbus Consolidated Government has current multiyear facility-service solicitations for HVAC and plumbing | hvac contract: issued: 2026-07-21, base term years: 3, renewal options years: 2, scope: preventive maintenance and repair at various locations; plumbing contract: issued: 2026-08-11, response due: 2026-09-30, base term years: 2, renewal options years: 3, scope: on-call plumbing installation and maintenance on government buildings and structuresprocurement scope and terms | Solicitation active in July-August 2026 | Columbus Consolidated Government facilities | Supports modeled relationship | [14] [15] |
| Broad franchise-relevant occupational groups did not show a Columbus-area wage premium versus the United States | all occupations columbus hourly: 26.51; all occupations us hourly: 33.54; construction extraction columbus hourly: 23.52; construction extraction us hourly: 31.42; installation maintenance repair columbus hourly: 25.96; installation maintenance repair us hourly: 30.44; production columbus hourly: 22.65; production us hourly: 24.81; additional values omittedmean hourly wage usd | May 2025 occupational employment and wage estimates | Columbus, GA-AL MSA | Context only | [6] |
| Columbus MSA unemployment rate in June 2026 | 4.2percent | June 2026 labor force and nonfarm employment; data extracted August 13, 2026 | Columbus, GA-AL MSA | Context only | [7] |
| Columbus industrial market in Q2 2026 | vacancy percent: 4.5; availability percent: 4.3; inventory million sqft: 27.5; available million sqft: 1.2; average asking rent usd per sqft: 7.2; space under construction sqft: 0percent sqft and usd per sqft | Second quarter 2026 | Columbus, Georgia industrial market | Conditional relationship | [9] |
| Q2 2026 G2 report showed current small industrial/flex examples in Columbus | property: 4501 Reese Road, type: flex space, size sqft: 3,361, status: for lease, property: 1321 Webster Avenue, type: warehouse, size sqft: 1,872, status: for sale, property: 2500 Blanchard Boulevard, type: warehouse, size sqft: 12,060, status: for leaselisting examples | Second quarter 2026 | Specific Columbus, Georgia industrial properties | Context only | [9] |
| Columbus retail market in Q2 2026 | vacancy percent: 4.9; availability percent: 5.2; market rent usd per sqft: 18.84; space under construction sqft: 8,500; q1 2026 vacancy percent: 5.1percent sqft and usd per sqft | Second quarter 2026 | Columbus, Georgia retail market | Conditional relationship | [9] |
| Columbus multifamily market in Q2 2026 | inventory units: 21,959; vacancy percent: 7.9; asking rent usd month: 1,204; units under construction: 640units percent and usd month | Second quarter 2026 | Columbus, Georgia multifamily market | Context only | [9] |
| The report-defined Benning Commons primary market area contains a high share of older housing | estimated housing units: 27,948; estimated median year built: 1,968; built 1950 to 1959 units: 5,627; built 1960 to 1969 units: 4,923; built 1970 to 1979 units: 4,135; built 1950 to 1979 units: 14,685; built 1950 to 1979 percent: 52.54; pma population: 56,394; additional values omittedhousing units percent and year | 2024 estimated housing characteristics for the report-defined Columbus primary market area | Benning Commons PMA within Columbus, Georgia | Conditional relationship | [10] [2] |
| 19th Street Flood Abatement Project remains under construction | project: 19th Street Flood Abatement Project; corridor: West side of Veterans Parkway from Apex Road to the flood basin near 29th Street; scope: new box culvert and flood basin to contain the combined sewer system and reduce flooding; current status: earthwork and culvert installation ongoingproject scope and status | Current project status accessed August 18, 2026 | Veterans Parkway / Apex Road to near 29th Street, Columbus, Georgia | Conditional relationship | [16] [3] |
| Engineering Department lists multiple active corridor-level infrastructure projects | Buena Vista Road at Spiderweb Area, 19th Street Flood Abatement Project, 8th Street Improvements, Infantry Road and Follow-Me Trail Extension, Dragonfly Trails Midtown Connector Phase I, Northstar Drive and Kennedy Street roundaboutactive project names | Current active-project list accessed August 18, 2026 | Specific Columbus, Georgia infrastructure corridors | Conditional relationship | [17] |
| 2nd Avenue Overlay creates corridor-specific access, signage, loading, and architectural requirements | corridor: within 400 feet of the center line of 2nd Avenue from 18th Street north to Manchester Expressway/45th Street, plus mapped focus areas; single family residential excluded: yes; redevelopment trigger: demolition/rebuilding or expansion of gross building/site development by 50 percent or greater; single business monument sign max sqft: 36; single business monument sign max height ft: 6; multi business monument sign max sqft: 64; multi business monument sign max height ft: 8; portable roof bench inflatable and street banner signs not allowed: yes; additional values omittedordinance requirements | Ordinance adopted March 14, 2017; current online ordinance record accessed August 2026 | 2nd Avenue Overlay District, Columbus, Georgia | Conditional relationship | [18] [3] |
| Current Planning Department zoning application fees | planned unit development usd: 1,700; major rezoning usd: 1,500; minor rezoning usd: 1,000; text amendment usd: 1,000; condition change usd: 1,000; development of regional impact usd: 300; special exception use usd: 1,000; council variance usd: 200; additional values omittedusd application fee | Current zoning and subdivision fee schedule accessed August 2026 | Columbus/Muscogee County development services | Context only | [19] |
| Flood exposure and related development obligations are address- and project-specific | address level flood zone lookup available: yes; nfip class: 8; stated policy discount percent: 10; substantial improvement threshold percent of property value: 50; freeboard requirement ft when full compliance triggered: 2; flood zone development permit required: yes; general state water buffer ft: 50; drinking reservoir buffer ft: 100risk and regulatory thresholds | Current floodplain guidance accessed August 18, 2026 | Columbus/Muscogee County flood zones and protected waterways | Context only | [20] [3] |
| Columbus Water Works operates a FOG control program that requires restaurant grease-control practices | restaurant controls described: good kitchen practices, FOG containment, FOG removal; public dropoff sites columbus: 11; commercial facilities partnered monthly in 2024: 152program requirements and facility counts | FOG-control program described July 2023; current program continuity corroborated by July 2024 bill insert | Columbus Water Works service area | Context only | [21] |
How to use the ranking
What the model can and cannot establish
- Scores measure local operating alignment, not expected financial performance or franchise-system quality.
- Citywide evidence may not describe the exact site or territory ultimately offered.
- Conditional effects are shown for diligence but do not change the published score until their applicability is established.
Methodology
How the local-alignment ranking is calculated
Measure the city
Collect reusable local metrics with source, period, geography, and confidence fields.
Profile each operating model
Map each franchise to controlled operating attributes and local sensitivities.
Apply scoreable effects
Score only effects whose applicability is established at the report’s current geographic and operating scope.
Preserve conditional effects
Keep location- or territory-dependent issues visible for diligence without automatically changing the score.
Test rank sensitivity
Remove one factor at a time from every concept and rerank using full-precision scores.
Generate public output
Create the ranking, factor-status ledger, visuals, metric registry, and automated quality report from the same data.
How the common baseline becomes a city-specific score
Every concept starts from the same 70.0 reference point, so differences come only from modeled local interactions. In this city, City Wide reached 71.13 after target-market demand +1.1 pts. The current model caps total local movement at ±18.0 points. The score is not a percentage, probability, or estimate of investment quality.
Precision and materiality
Calculations use full-precision values. Published scores and factor contributions display one decimal place, while ranks use full precision. Effects smaller than 0.1 points are identified as below the publication threshold rather than presented as a meaningful zero.
Score tiers
Tier 1 · Strongest modeled alignment80.0–100.0
Tier 2 · Favorable modeled alignment72.0–<80.0
Tier 3 · Mixed modeled alignment64.0–<72.0
Tier 4 · Higher-friction modeled alignment0.0–<64.0
How factor rows are classified
Positive local adjustmentNegative local adjustmentMeasured; no meaningful local adjustmentEffect below the publication thresholdNot applicable to this operating modelDepends on the specific site, territory, or operating conditionNot included in the score
What “best” means here
“Best” means the strongest modeled local operating alignment among the franchise concepts assessed on this page.
Model governance
How this report is calculated and corrected
Calculation controls
- Model designer
- Thomas Jepsen
No concept’s final score is manually raised or lowered after calculation. Before this template is activated, the report is reviewed for source scope, classification, arithmetic, unsupported claims, duplication, and readability.
Model history
- Model 0.9.0-calibration · August 19, 2026Added compiler-derived decision intelligence and observation usage mapping., Changed factor sensitivity and channel counterfactuals to full model reruns., Added data-dependent city content signals while preserving legacy public report fields., and Added model-owned semantic compatibility gates and backward-compatible channel-level evidence attribution.
Corrections policy
Corrected source, geography, or operating-profile evidence triggers a full compiler rerun so every dependent score and visual is recalculated.
Source registry
Evidence represented in this report
Each source identifies its period, scope, and the claims or metrics it supports. Internal or supplied research is clearly distinguished from publicly accessible evidence.
- 1Franchise-to-city operating-fit scoring modelInternal or supplied research; not publicly accessible.
- 2I 172(4): multi-city structural research docketInternal or supplied research; not publicly accessible.
Used for: Fort Moore/Fort Benning supports a large regional military, civilian, and contractor employment base and The report-defined Benning Commons primary market area contains a high share of older housing
- 3Forensic Jurisdictional Audit: Structural Constraints and Hidden Enterprise CostsInternal or supplied research; not publicly accessible.
Used for: Fort Moore/Fort Benning supports a large regional military, civilian, and contractor employment base, 19th Street Flood Abatement Project remains under construction, 2nd Avenue Overlay creates corridor-specific access, signage, loading, and architectural requirements, and Flood exposure and related development obligations are address- and project-specific
- 4Franchise data - remake - 162Internal or supplied research; not publicly accessible.
- 5QuickFacts: Columbus city, Georgia
Used for: Resident population estimate on July 1, 2024, Population change from the April 2020 estimate base to July 1, 2024, Household base, homeownership, income, and poverty indicators, and Employer firms in Census reference year 2022
- 6Occupational Employment and Wages in Columbus, GA-AL — May 2025
Used for: Broad franchise-relevant occupational groups did not show a Columbus-area wage premium versus the United States
- 7Columbus, GA-AL Economy at a Glance
Used for: Selected Columbus MSA employment measures in June 2026 and Columbus MSA unemployment rate in June 2026
- 82026 Columbus Economy Report
Used for: Fort Moore/Fort Benning supports a large regional military, civilian, and contractor employment base
- 9Q2 2026 Columbus Market Trends
Used for: Columbus industrial market in Q2 2026, Q2 2026 G2 report showed current small industrial/flex examples in Columbus, Columbus retail market in Q2 2026, and Columbus multifamily market in Q2 2026
- 10Benning Commons, Columbus, GA 2024 Market Study
Used for: The report-defined Benning Commons primary market area contains a high share of older housing
- 11Fort Moore Access Control Points
Used for: Fort Moore operates through controlled access points with gate-specific operating patterns
- 12Fort Moore Commissary
Used for: Fort Moore provides substantial on-installation grocery, dining, retail, and service options
- 13Ft Moore Main Exchange
Used for: Fort Moore provides substantial on-installation grocery, dining, retail, and service options
- 14RFB No. 27-0003: HVAC Preventive Maintenance & Repair Services (Annual Contract)
Used for: Columbus Consolidated Government has current multiyear facility-service solicitations for HVAC and plumbing
- 15RFP No. 27-0003: On-Call Plumbing Installation and Maintenance Services (Annual Contract)
Used for: Columbus Consolidated Government has current multiyear facility-service solicitations for HVAC and plumbing
- 1619th Street Flood Abatement Project
Used for: 19th Street Flood Abatement Project remains under construction
- 17Active Infrastructure / Construction Projects
Used for: Engineering Department lists multiple active corridor-level infrastructure projects
- 182nd Avenue Overlay District Ordinance
Used for: 2nd Avenue Overlay creates corridor-specific access, signage, loading, and architectural requirements
- 19Development Services: Fees & Applications
Used for: Current Planning Department zoning application fees
- 20Floodplain
Used for: Flood exposure and related development obligations are address- and project-specific
- 21July 2023 Bill Insert: Fats, Oils and Grease Program
Used for: Columbus Water Works operates a FOG control program that requires restaurant grease-control practices
Before contacting a franchisor
Complete the next layer of due diligence
- Confirm the exact protected territory and neighboring units.
- Review the current Franchise Disclosure Document.
- Validate local staffing, licensing, insurance, and service-base assumptions.
- Obtain location, vehicle, buildout, or working-capital estimates.
- Speak with current and former franchisees.
- Build a candidate-specific financial scenario.
Apply the analysis to your situation
Review how these market findings apply to your budget, role, and proposed territory.
The city score does not include your experience, capital structure, time commitment, financing, or exact territory.
Disclaimer and broker disclosure: This analysis is informational and does not constitute financial, legal, accounting, or investment advice. Market-alignment scores do not predict financial performance or business success. Offers are made only through the delivery of a Franchise Disclosure Document. We may receive referral compensation from participating franchisors; compensation is not an input to the scoring model.