70.6 average across 2 concepts
Local operating-model alignment analysis
Best Franchise Opportunities We Assessed in Columbia, South Carolina
We ranked 14 franchise concepts for Columbia, South Carolina using local demand, labor, transportation, real estate, regulation, and source-backed evidence.
Evaluation set
Why these concepts were evaluated
This is not a ranking of every franchise that may be offered in the city.
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
1.2 points average among 13 affected concepts
Tested rank range spans 10 positions
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.
| Rank | Franchise | Alignment and tier | Largest advantage | Largest constraint | Evidence confidence |
|---|---|---|---|---|---|
| 1 | City WideFacility management | 73.1Tier 2 · Favorable modeled alignment | +2.4 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 2 | HomeSmilesProperty maintenance services | 72.6Tier 2 · Favorable modeled alignment | +2.0 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 3 | Jan-Pro InternationalCommercial cleaning | 72.1Tier 2 · Favorable modeled alignment | +1.9 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 4 | FASTSIGNSSigns and graphics | 71.9Tier 3 · Mixed modeled alignment | +1.6 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 5 | ActionCOACHBusiness coaching | 71.9Tier 3 · Mixed modeled alignment | +1.3 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 6 | Pillar To Post Home InspectorsHome inspection | 71.7Tier 3 · Mixed modeled alignment | +1.4 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 7 | ZOOM DRAINDrain and sewer service | 71.4Tier 3 · Mixed modeled alignment | +1.0 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 8 | Mr. RooterPlumbing | 71.2Tier 3 · Mixed modeled alignment | +1.1 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 9 | Aire ServHVAC installation, repair, and maintenance | 71.1Tier 3 · Mixed modeled alignment | +1.1 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 10 | Mister Sparky ElectricElectrical | 71.0Tier 3 · Mixed modeled alignment | +0.8 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
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.
View the chart data as a table
| Concept | Target-market demand | Referral ecosystem |
|---|---|---|
| #1 City Wide | +2.4 pts | +0.7 pts |
| #2 HomeSmiles | +2.0 pts | +0.5 pts |
| #3 Jan-Pro International | +1.9 pts | +0.2 pts |
| #4 FASTSIGNS | +1.6 pts | +0.3 pts |
| #5 ActionCOACH | +1.3 pts | +0.6 pts |
| #6 Pillar To Post Home Inspectors | +1.4 pts | +0.4 pts |
| #7 ZOOM DRAIN | +1.0 pts | +0.4 pts |
| #8 Mr. Rooter | +1.1 pts | +0.2 pts |
| #9 Aire Serv | +1.1 pts | — |
| #10 Mister Sparky Electric | +0.8 pts | +0.1 pts |
| #11 Tiger Adjusters | +0.5 pts | +0.4 pts |
| #12 Workout Anytime | +0.7 pts | — |
| #13 Rainbow International Restoration | +0.2 pts | +0.5 pts |
| #14 PuroClean | — | +0.5 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.
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 baseline | 70.0 |
|---|---|
| Target-market demand | +2.4 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.7 |
| 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 | 73.07 |
| Published local-market alignment | 73.1 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Interpretation
How to interpret the result
City Wide, HomeSmiles, Jan-Pro International 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 Jan-Pro International, FASTSIGNS, ActionCOACH; 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.
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 13 of 14 concepts. When we neutralized the factor and recalculated the table, 13 concepts changed position. Rainbow International Restoration moved from #13 to #5, the largest movement among concepts directly affected by this factor.
Concepts helped most
Referral ecosystem
We tested whether the local professional and institutional referral ecosystem materially separated the assessed concepts.
We applied a measurable adjustment to 12 of 14 concepts. When we neutralized the factor and recalculated the table, 6 concepts changed position. ZOOM DRAIN moved from #7 to #9, the largest movement among concepts directly affected by this factor.
Concepts helped most
- 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
- Territory qualityNo material score adjustment
- Regulatory and operating frictionNo material score adjustment
Category comparisons
Best franchise categories we assessed in Columbia, South Carolina
Category summaries are shown only when at least two concepts qualified. Two-concept comparisons are explicitly labeled as limited.
Best Restoration franchise opportunities we assessed in Columbia, South Carolina
2 Restoration concepts qualified for comparison, with scores ranging from 70.5 to 70.6. Rainbow International Restoration ranked highest at 70.6. Referral ecosystem added 0.5 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
- 70.5–70.6
- Category average
- 70.6
Compare all assessed concepts
Explore the complete score calculations
14 concepts shown. Expand a concept to see how each factor was treated and the single next check most capable of changing the result.
City Wide
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 baseline | 70.0 |
|---|---|
| Target-market demand | +2.4 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.7 |
| 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 | 73.07 |
| Published local-market alignment | 73.1 |
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 +2.4 pts
- Tested rank range
- #1–#1
Most important next check
How many qualified facility and property-management accounts must be reachable for City Wide to support its local contract pipeline?
HomeSmiles
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 baseline | 70.0 |
|---|---|
| Target-market demand | +2.0 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.5 |
| 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 | 72.56 |
| Published local-market alignment | 72.6 |
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
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +2.0 pts
- Tested rank range
- #2–#3
Most important next check
How many qualified facility and property-management accounts must be reachable for HomeSmiles to support its local contract pipeline?
Jan-Pro International
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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.9 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.2 |
| 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 | 72.06 |
| Published local-market alignment | 72.1 |
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 +1.9 pts
- Tested rank range
- #3–#10
Most important next check
What concentration of recurring commercial accounts is required for Jan-Pro International to build an efficient local book of business?
FASTSIGNS
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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.6 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.3 |
| 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 | 71.90 |
| Published local-market alignment | 71.9 |
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
- Target-market demand +1.6 pts
- Tested rank range
- #4–#9
Most important next check
Which local customer verticals are expected to generate repeat signage and graphics work for FASTSIGNS?
ActionCOACH
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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.3 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.6 |
| 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 | 71.85 |
| Published local-market alignment | 71.9 |
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
- Target-market demand +1.3 pts
- Tested rank range
- #2–#6
Most important next check
Which business-owner segments are expected to produce the most repeatable coaching demand for ActionCOACH?
Pillar To Post Home Inspectors
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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.4 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.4 |
| 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 | 71.72 |
| Published local-market alignment | 71.7 |
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 +1.4 pts
- Tested rank range
- #5–#7
Most important next check
Which transaction segments and property types are expected to generate the most inspection demand for Pillar To Post Home Inspectors?
ZOOM DRAIN
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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.0 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.4 |
| 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 | 71.40 |
| Published local-market alignment | 71.4 |
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 +1.0 pts
- Tested rank range
- #6–#9
Most important next check
Where must ZOOM DRAIN stage crews and vehicles to protect after-hours response times across the proposed territory?
Mr. Rooter
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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.1 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.2 |
| 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 | 71.23 |
| Published local-market alignment | 71.2 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.1 pts
- Tested rank range
- #8–#11
Most important next check
Which residential and commercial service needs are expected to create the most repeatable demand for Mr. Rooter?
Aire Serv
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 baseline | 70.0 |
|---|---|
| Target-market demand | +1.1 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Not applicable to this operating model |
| 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 | 71.14 |
| 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
- Adequate
- 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
- #7–#13
Most important next check
How much of Aire Serv's local opportunity is expected from repair, replacement, maintenance, and efficiency upgrades?
Mister Sparky Electric
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 baseline | 70.0 |
|---|---|
| Target-market demand | +0.8 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.1 |
| 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 | 70.97 |
| Published local-market alignment | 71.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.8 pts
- Tested rank range
- #10–#12
Most important next check
Which repair, replacement, and retrofit services are expected to generate the strongest local demand for Mister Sparky Electric?
Tiger Adjusters
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 baseline | 70.0 |
|---|---|
| Target-market demand | +0.5 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.4 |
| 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 | 70.82 |
| 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
- Adequate
- 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
- #8–#12
Most important next check
Which ZIP codes and appointment density assumptions define Tiger Adjusters's practical service territory?
Workout Anytime
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 baseline | 70.0 |
|---|---|
| Target-market demand | +0.7 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | Not applicable to this operating model |
| 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 | 70.67 |
| Published local-market alignment | 70.7 |
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 +0.7 pts
- Tested rank range
- #11–#14
Most important next check
What trade-area boundary and population base would Workout Anytime use to evaluate the proposed location?
Rainbow International Restoration
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 baseline | 70.0 |
|---|---|
| Target-market demand | +0.2 |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.5 |
| 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 | 70.63 |
| Published local-market alignment | 70.6 |
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
- Referral ecosystem +0.5 pts
- Tested rank range
- #5–#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?
PuroClean
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 baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | Not included in the score |
| 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 | Not included in the score |
| Sales and customer acquisition | Depends on the specific site, territory, or operating condition |
| Referral ecosystem | +0.5 |
| 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 | 70.49 |
| 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
- Referral ecosystem +0.5 pts
- Tested rank range
- #4–#14
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Metric registry
The 30 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
| Metric | Raw value | Period | Geography | How used | Source |
|---|---|---|---|---|---|
| Resident population estimate on July 1, 2025 | 147,035people | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic sales metrics | Columbia, South Carolina | Evidence for Target-market demand, Territory quality | [4] |
| Population change from the April 2020 estimate base to July 2025 | 7.5percent | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic sales metrics | Columbia, South Carolina | Evidence for Target-market demand | [4] |
| Estimated households in the 2020-2024 period | 53,076households | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic sales metrics | Columbia, South Carolina | Evidence for Target-market demand, Property replacement-cycle demand | [4] |
| Owner-occupied housing unit rate | 45.5percent | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic sales metrics | Columbia, South Carolina | Evidence for Target-market demand, Property replacement-cycle demand | [4] |
| Selected city economic sales and receipts reported in QuickFacts | retail sales thousand usd: 3,476,973; accommodation food sales thousand usd: 858,982; health care social assistance receipts thousand usd: 4,365,619; transportation warehousing receipts thousand usd: 310,130thousand usd | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic sales metrics | Columbia, South Carolina | Evidence for Target-market demand | [4] |
| Covered establishments in Richland County in Q4 2025 | 12,611establishments | Fourth quarter and December 2025 | Richland County, South Carolina | Evidence for Target-market demand, Competitive environment, Sales and customer acquisition | [8] |
| Covered employment in Richland County in December 2025 | 231,156jobs | Fourth quarter and December 2025 | Richland County, South Carolina | Evidence for Target-market demand, Labor and staffing friction | [8] |
| FY 2025-2026 new residential construction permitted by the City | single two family townhome new construction permits: 919; multifamily new construction permits: 16; multifamily units: 2,338permits and units | June 2026 and FY 2025-2026 totals | Columbia, South Carolina | Evidence for Target-market demand, Property replacement-cycle demand, Real estate and site feasibility | [5] |
| Residential building renovation permits issued in FY 2025-2026 | 1,065permits | June 2026 and FY 2025-2026 totals | Columbia, South Carolina | Evidence for Property replacement-cycle demand, Real estate and site feasibility | [5] |
| Commercial building renovation permits issued in FY 2025-2026 | 359permits | June 2026 and FY 2025-2026 totals | Columbia, South Carolina | Evidence for Property replacement-cycle demand, Real estate and site feasibility, Regulatory and operating friction | [5] |
| Government employment in the Columbia MSA in June 2026 | 85,900jobs preliminary | January-June 2026; data extracted August 7, 2026 | Columbia, SC Metropolitan Statistical Area | Evidence for Target-market demand, Referral ecosystem, Labor and staffing friction | [7] |
| Government employment as a share of Columbia MSA nonfarm employment in June 2026 | 19.7percent derived | January-June 2026; data extracted August 7, 2026 | Columbia, SC Metropolitan Statistical Area | Evidence for Target-market demand, Referral ecosystem, Labor and staffing friction | [7] |
| Professional/business services and financial activities employment in the Columbia MSA in June 2026 | professional business services jobs: 52,800; financial activities jobs: 35,100jobs preliminary | January-June 2026; data extracted August 7, 2026 | Columbia, SC Metropolitan Statistical Area | Evidence for Target-market demand, Referral ecosystem, Sales and customer acquisition | [7] |
| USC Columbia preliminary enrollment exceeded 40,000 students in fall 2025 | minimum: 40,000; qualifier: exceededstudents | Fall 2025 preliminary enrollment | University of South Carolina Columbia campus | Evidence for Target-market demand, Referral ecosystem | [9] |
| Companies that are not current USC suppliers may register as bidders and participate in solicitation events | yesboolean | Current procurement procedures accessed August 2026 | University of South Carolina | Evidence for Target-market demand, Sales and customer acquisition, Referral ecosystem | [11] |
| South Carolina state vendors must register before bidding and state procurement opportunities use formal solicitation systems | yesboolean | Current rules accessed August 2026 | South Carolina | Evidence for Sales and customer acquisition, Referral ecosystem, Target-market demand | [13] [14] [15] |
| Columbia MSA mean hourly wages for selected major occupational groups versus the national all-occupation mean | all occupations columbia: 28.38; all occupations us: 33.54; food preparation and serving: 14.2; personal care and service: 16.87; building and grounds cleaning maintenance: 17.14; healthcare support: 17.6; management: 59.45usd per hour | May 2025 | Columbia, SC Metropolitan Statistical Area | Evidence for Labor and staffing friction | [6] |
| Office and administrative support share of Columbia MSA employment | columbia share percent: 14; united states share percent: 11.4percent of employment | May 2025 | Columbia, SC Metropolitan Statistical Area | Evidence for Labor and staffing friction, Referral ecosystem | [6] |
| Columbia MSA unemployment rate in June 2026 | 4.2percent preliminary not seasonally adjusted | January-June 2026; data extracted August 7, 2026 | Columbia, SC Metropolitan Statistical Area | Evidence for Labor and staffing friction | [7] |
| CBD Class A office vacancy and upper asking-rent signal in Q1 2026 | cbd class a vacancy percent: 3.46; overall class a vacancy max percent: 5.5; first reported asking rent usd psf: 40; class a asking rent yoy change percent: 22mixed cre metrics | Q1 2026 | Columbia CBD Class A office market | Evidence for Real estate and site feasibility, Territory quality | [16] |
| Overall Columbia office vacancy in Q2 2026 | 9.3percent | Q2 2026 | Columbia office market | Evidence for Real estate and site feasibility, Territory quality | [17] |
| Columbia Class A industrial vacancy and available inventory at year-end 2025 | class a vacancy percent: 1.98; available class a sqft max: 300,000; active construction sqft: 4,700,000; active construction delivery status: reported as delivering occupiedmixed cre metrics | Q4 2025 | Columbia industrial market | Evidence for Real estate and site feasibility, Territory quality | [18] |
| Columbia industrial Class A rent and vacancy-age concentration in Q1 2026 | class a rent usd psf: 7.31; class a rent yoy change percent: 16.4; share of market vacancy in pre 2000 buildings min percent: 90; gross absorption sqft approx: 1,600,000mixed cre metrics | Q1 2026 | Columbia industrial market | Evidence for Real estate and site feasibility, Territory quality, Property replacement-cycle demand | [19] |
| Current Columbia zoning overlays include design, historic, flood, and airport overlays; the Downtown Columbia Overlay became effective January 5, 2026 | design overlays: OV-5P Five Points Design, OV-DC Downtown Columbia, OV-NMC North Main Corridor Design; other overlays: OV-HP Historic Preservation, OV-A Airport Safety, OV-FW Floodway, OV-FP Floodplain; downtown effective date: 2026-01-05overlay list | Current zoning overlays accessed August 2026 | Columbia, South Carolina | Evidence for Regulatory and operating friction, Territory quality | [20] [22] |
| Exterior alterations in a Design or Historic Preservation Overlay District require a Certificate of Design Approval | yesboolean | Current permit rules accessed August 2026 | City of Columbia Design and Historic Preservation Overlay Districts | Evidence for Regulatory and operating friction, Real estate and site feasibility | [21] [22] [5] |
| Certificates of Design Approval issued in June 2026 | preservation cdas staff: 23; urban design cdas staff: 5; total certificate of design approval permits: 28approvals | June 2026 and FY 2025-2026 totals | City of Columbia urban design and historic preservation overlays | Evidence for Regulatory and operating friction | [5] |
| Selected in-city Columbia Water base charges effective July 1, 2026 | water base 1 inch usd: 17.31; water base 2 inch usd: 41.48; sewer base 1 inch usd: 10.37; sewer base 2 inch usd: 16.59; sewer use charge per 100 cuft usd: 5.38usd | Rates effective July 1, 2026 | Columbia Water in-city service | Evidence for Regulatory and operating friction, Real estate and site feasibility | [23] |
| New water/sewer service requires property-owner application and payment at application; Columbia Water advises applicants to confirm current tap fees | payment due at application: yes; meter installation only recommended weeks: 6; missing stubout additional weeks range: 6, 8process and weeks | Current application process and installation guidance accessed August 2026 | Columbia Water service area | Evidence for Regulatory and operating friction, Real estate and site feasibility, Territory quality | [24] |
| Carolina Crossroads is reconfiguring 14 miles of the I-20/I-26/I-126 corridor; construction began in November 2021 and substantial completion is expected in the mid-2030s | corridor miles: 14; construction start: 2021-11; expected substantial completion: mid-2030sproject scope | Construction began November 2021; current project status accessed August 2026; substantial completion expected mid-2030s | I-20/I-26/I-126 Carolina Crossroads corridor | Evidence for Transportation, routing, and parking, Territory quality | [25] |
| A city-posted geotechnical investigation at 1002 Drake Street found silty sand, clayey sand, and lean-clay materials; selected clayey/sandy lean-clay tests reported plasticity index 25 | project area acres: 6.9; described materials: silty sand, clayey sand, lean clay; selected plasticity index: 25site geotechnical results | Site investigation for proposed development at 1002 Drake Street | 1002 Drake Street, Columbia, South Carolina | Evidence for Property replacement-cycle demand, Real estate and site feasibility | [27] |
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 that apply without an unresolved site, territory, customer, or project gate.
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.
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
How factor rows are classified
“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 7, 2026Added conditional scoring gates, factor-status transparency, rank-sensitivity testing, metric registry output, and factor-impact visualization data.
Corrections policy
Corrected source, geography, or operating-profile evidence triggers a full compiler rerun so every dependent score and visual is recalculated.
Source registry
Evidence represented in this report
Each source identifies its period, scope, and the local metrics it supports. Internal or supplied research is not presented as independently accessible evidence.
- 1Forensic Audit of Municipal Structural Constraints and Deal-Killer LiabilitiesInternal or supplied research; not publicly accessible.
- 2Strategic Utility Delta Audit: Structural Inefficiencies and CRE Arbitrage Across Local U.S. MarketsInternal or supplied research; not publicly accessible.
- 3Franchise data - remake - B startInternal or supplied research; not publicly accessible.
- 4QuickFacts: Columbia city, South Carolina
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, Owner-occupied housing unit rate, and Selected city economic sales and receipts reported in QuickFacts
- 5Planning & Development Services Monthly Report, June 2026
Used for: FY 2025-2026 new residential construction permitted by the City, Residential building renovation permits issued in FY 2025-2026, Commercial building renovation permits issued in FY 2025-2026, Exterior alterations in a Design or Historic Preservation Overlay District require a Certificate of Design Approval, and Certificates of Design Approval issued in June 2026
- 6Occupational Employment and Wages in Columbia, SC — May 2025
Used for: Columbia MSA mean hourly wages for selected major occupational groups versus the national all-occupation mean and Office and administrative support share of Columbia MSA employment
- 7Columbia, SC Economy at a Glance
Used for: Government employment in the Columbia MSA in June 2026, Government employment as a share of Columbia MSA nonfarm employment in June 2026, Professional/business services and financial activities employment in the Columbia MSA in June 2026, and Columbia MSA unemployment rate in June 2026
- 8County Employment and Wages in South Carolina — Fourth Quarter 2025
Used for: Covered establishments in Richland County in Q4 2025 and Covered employment in Richland County in December 2025
- 9USC welcomes students back to campus
Used for: USC Columbia preliminary enrollment exceeded 40,000 students in fall 2025
- 10
- 11Purchasing Department
Used for: Companies that are not current USC suppliers may register as bidders and participate in solicitation events
- 12
- 13Vendor Registration
Used for: South Carolina state vendors must register before bidding and state procurement opportunities use formal solicitation systems
- 14New Vendor Information
Used for: South Carolina state vendors must register before bidding and state procurement opportunities use formal solicitation systems
- 15South Carolina Business Opportunities
Used for: South Carolina state vendors must register before bidding and state procurement opportunities use formal solicitation systems
- 16Columbia Office Market Report | 2026 Q1
Used for: CBD Class A office vacancy and upper asking-rent signal in Q1 2026
- 17Columbia MarketBeats
Used for: Overall Columbia office vacancy in Q2 2026
- 182025 Q4 Columbia Industrial Report
Used for: Columbia Class A industrial vacancy and available inventory at year-end 2025
- 19Columbia Industrial Market Report | 2026 Q1
Used for: Columbia industrial Class A rent and vacancy-age concentration in Q1 2026
- 20Districts & Overlays
Used for: Current Columbia zoning overlays include design, historic, flood, and airport overlays; the Downtown Columbia Overlay became effective January 5, 2026
- 21Zoning Permits
Used for: Exterior alterations in a Design or Historic Preservation Overlay District require a Certificate of Design Approval
- 22Design Districts
Used for: Current Columbia zoning overlays include design, historic, flood, and airport overlays; the Downtown Columbia Overlay became effective January 5, 2026 and Exterior alterations in a Design or Historic Preservation Overlay District require a Certificate of Design Approval
- 23Rates
Used for: Selected in-city Columbia Water base charges effective July 1, 2026
- 24Water Meter and Sewer Taps
Used for: New water/sewer service requires property-owner application and payment at application; Columbia Water advises applicants to confirm current tap fees
- 25Carolina Crossroads
Used for: Carolina Crossroads is reconfiguring 14 miles of the I-20/I-26/I-126 corridor; construction began in November 2021 and substantial completion is expected in the mid-2030s
- 26
- 27Geotechnical Engineering Report: Drake Street Development
Used for: A city-posted geotechnical investigation at 1002 Drake Street found silty sand, clayey sand, and lean-clay materials; selected clayey/sandy lean-clay tests reported plasticity index 25
- 28
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.
