66.6 average across 2 concepts
Local operating-model alignment analysis
Best Franchise Opportunities We Assessed in Los Angeles, California
We compared 14 franchise concepts for Los Angeles, California. Local business demand was a leading positive mechanism. Route and curb productivity pressure 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
26Local sources used
32Local metrics
Evaluation set
Why these concepts were evaluated
This is not a ranking of every franchise that may be offered in the city.
14Concepts assessed
Concepts were included when enough operating-model information existed to assign a provisional local-sensitivity profile. Unresolved inputs reduce confidence or remain conditional rather than automatically excluding a concept.
A brand’s participation in our referral network does not add points or change its position.
City-level conclusions
What stood out in our assessment
0.7 points average among 11 affected concepts
1.3 points average reduction among 14 affected concepts
Tested rank range spans 10 positions
Executive conclusion
What the ranking means for Los Angeles, California
City Wide, ActionCOACH, and FASTSIGNS produced the highest modeled local-alignment scores in the evaluated set. Local business demand was the strongest positive scored mechanism among 10 exposed concepts, adding 0.9 points on average. Route and curb productivity pressure was the broadest operating constraint, reducing exposed concepts by 1.3 points on average. ZOOM DRAIN was especially relationship-sensitive: removing route and curb productivity pressure moved it from #14 to #8 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 | 71.3Tier 3 · Mixed modeled alignment | +1.8 ptsTarget-market demand | -0.4 ptsLabor and staffing friction | Moderate evidence confidence |
| 2 | ActionCOACHBusiness coachingInvestment: $71,668–$303,513 | 71.3Tier 3 · Mixed modeled alignment | +1.4 ptsTarget-market demand | -0.1 ptsTransportation, routing, and parking | Moderate evidence confidence |
| 3 | FASTSIGNSSigns and graphicsInvestment: $231,226–$386,285 | 70.2Tier 3 · Mixed modeled alignment | +1.6 ptsTarget-market demand | -0.9 ptsTransportation, routing, and parking | Moderate evidence confidence |
| 4 | Tiger AdjustersPublic insurance adjustingInvestment: $43,050–$159,500 | 69.1Tier 3 · Mixed modeled alignment | +0.2 ptsTarget-market demand | -0.6 ptsTransportation, routing, and parking | Moderate evidence confidence |
| 5 | HomeSmilesProperty maintenance servicesInvestment: $148,110–$201,800 | 69.1Tier 3 · Mixed modeled alignment | +1.0 ptsTarget-market demand | -1.2 ptsLabor and staffing friction | Moderate evidence confidence |
| 6 | Jan-Pro InternationalCommercial cleaningInvestment: $130,000–$421,500 | 68.9Tier 3 · Mixed modeled alignment | +1.6 ptsTarget-market demand | -1.8 ptsLabor and staffing friction | Moderate evidence confidence |
| 7 | Pillar To Post Home InspectorsHome inspectionInvestment: $102,690–$134,290 | 68.8Tier 3 · Mixed modeled alignment | +0.2 ptsProperty replacement-cycle demand | -1.2 ptsTransportation, routing, and parking | Moderate evidence confidence |
| 8 | Workout AnytimeFitnessInvestment: $1,060,850–$1,840,550 | 68.3Tier 3 · Mixed modeled alignment | No material positive local adjustment | -1.0 ptsLabor and staffing friction | Moderate evidence confidence |
| 9 | Mister Sparky ElectricElectrical | 67.2Tier 3 · Mixed modeled alignment | +0.7 ptsProperty replacement-cycle demand | -1.8 ptsTransportation, routing, and parking | Moderate evidence confidence |
| 10 | Aire ServHVAC installation, repair, and maintenanceInvestment: $113,308–$271,708 | 67.0Tier 3 · Mixed modeled alignment | +0.7 ptsProperty replacement-cycle demand | -2.1 ptsTransportation, routing, and parking | Moderate evidence confidence |
Conditions that changed the analysis
What mattered most in Los Angeles, California
Large city business and consumer transaction base
This relationship affected 10 concepts and added 0.9 points on average among those exposed. Local evidence: Employer firms: 108,420 firms. [5]
High travel-time variability and route-capacity pressure
This relationship affected 14 concepts and reduced 1.3 points on average among those exposed. Local evidence: City land area: 469.49 square miles. [5]
Large resident population and business base
Los Angeles market scale does not imply uniform customer access. The city spans 469.49 square miles, peak congestion is material, and planning, hazard, historic-district, and facility conditions vary by submarket; route capacity and site feasibility therefore require territory-level confirmation. [5] [10] [11] [12] [17] [22]
Evidence behind the city mechanisms
Large city business and consumer transaction base1 modeled effect
Local business demandTarget-market demand
Elevated statutory and observed frontline wage baseline1 modeled effect
Frontline labor pressureLabor and staffing friction
High travel-time variability and route-capacity pressure1 modeled effect
Route and curb productivity pressureTransportation, routing, and parking
Active I-105 ExpressLanes construction disruption1 modeled effect
Temporary route disruptionTransportation, routing, and parking
Energy and water benchmarking, audit, and retro-commissioning obligations for covered buildings2 local facts · 2 modeled effects · 3 sources
- EBEWE applies to private and covered local-agency buildings at least 20,000 square feet, subject to listed exclusions: 20,000 minimum gross square feet [14] [13]
- Covered buildings submit annual benchmarking and complete audit/retro-commissioning compliance or an exemption every five years: benchmarking frequency: annual; benchmarking due: June 1; audit retrocommissioning frequency years: 5 mixed [15] [13]
Facility compliance burdenRegulatory and operating friction
Energy-retrofit service demandProperty replacement-cycle demand
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 alignment71.3
City Wide
Initial investment: $229,729–$410,730
Increase +1.8 pts Target-market demandReduction -0.4 pts Labor and staffing friction
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 |
| +1.8 pts |
| Labor and staffing friction |
| -0.4 pts |
| Transportation, routing, and parking |
| -0.1 pts |
| Net local movement | +1.28 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 | +1.8 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.4 |
| Transportation, routing, and parking | -0.1 |
| Real estate and site feasibility | Not included in the score |
| 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 | 71.28 |
| Published local-market alignment | 71.3 |
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 +1.8 pts
- Tested rank range
- #1–#2
#2Tier 3 · Mixed modeled alignment71.3
ActionCOACH
Initial investment: $71,668–$303,513
Increase +1.4 pts Target-market demandReduction -0.1 pts Transportation, routing, and parking
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 |
| +1.4 pts |
| Transportation, routing, and parking |
| -0.1 pts |
| Labor and staffing friction |
| -0.1 pts |
| Net local movement | +1.27 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 | +1.4 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.1 |
| Transportation, routing, and parking | -0.1 |
| Real estate and site feasibility | Not included in the score |
| 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 | 71.27 |
| Published local-market alignment | 71.3 |
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 +1.4 pts
- Tested rank range
- #1–#2
#3Tier 3 · Mixed modeled alignment70.2
FASTSIGNS
Initial investment: $231,226–$386,285
Increase +1.6 pts Target-market demandReduction -0.9 pts Transportation, routing, and parking
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 |
| +1.6 pts |
| Transportation, routing, and parking |
| -0.9 pts |
| Labor and staffing friction |
| -0.5 pts |
| Net local movement | +0.21 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 | +1.6 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.5 |
| Transportation, routing, and parking | -0.9 |
| Real estate and site feasibility | Not included in the score |
| 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 | 70.21 |
| Published local-market alignment | 70.2 |
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 +1.6 pts
- Tested rank range
- #3–#6
#4Tier 3 · Mixed modeled alignment69.1
Tiger Adjusters
Initial investment: $43,050–$159,500
Increase +0.2 pts Target-market demandReduction -0.6 pts Transportation, routing, and parking
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 |
|---|---|---|
| Transportation, routing, and parking |
| -0.6 pts |
| Labor and staffing friction | -0.5 pts | |
| Target-market demand |
| +0.2 pts |
| Net local movement | -0.89 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 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 | +0.2 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.5 |
| Transportation, routing, and parking | -0.6 |
| Real estate and site feasibility | Not included in the score |
| 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 | 69.11 |
| Published local-market alignment | 69.1 |
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
- Transportation, routing, and parking -0.6 pts
- Tested rank range
- #3–#6
#5Tier 3 · Mixed modeled alignment69.1
HomeSmiles
Initial investment: $148,110–$201,800
Increase +1.0 pts Target-market demandReduction -1.2 pts Labor and staffing friction
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 |
|---|---|---|
| Labor and staffing friction | -1.2 pts | |
| Target-market demand |
| +1.0 pts |
| Transportation, routing, and parking |
| -0.7 pts |
| Net local movement | -0.91 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 | +1.0 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.2 |
| Transportation, routing, and parking | -0.7 |
| Real estate and site feasibility | Not included in the score |
| 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 | 69.09 |
| Published local-market alignment | 69.1 |
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
- Labor and staffing friction -1.2 pts
- Tested rank range
- #5–#7
#6Tier 3 · Mixed modeled alignment68.9
Jan-Pro International
Initial investment: $130,000–$421,500
Increase +1.6 pts Target-market demandReduction -1.8 pts Labor and staffing friction
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 |
|---|---|---|
| Labor and staffing friction |
| -1.8 pts |
| Target-market demand |
| +1.6 pts |
| Transportation, routing, and parking |
| -0.9 pts |
| Net local movement | -1.11 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 | +1.6 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.8 |
| Transportation, routing, and parking | -0.9 |
| Real estate and site feasibility | Not included in the score |
| 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 | 68.89 |
| Published local-market alignment | 68.9 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Labor and staffing friction -1.8 pts
- Tested rank range
- #4–#8
#7Tier 3 · Mixed modeled alignment68.8
Pillar To Post Home Inspectors
Initial investment: $102,690–$134,290
Increase +0.2 pts Property replacement-cycle demandReduction -1.2 pts Transportation, routing, and parking
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 |
|---|---|---|
| Transportation, routing, and parking |
| -1.2 pts |
| Labor and staffing friction |
| -0.3 pts |
| Property replacement-cycle demand |
| +0.2 pts |
| Target-market demand |
| +0.1 pts |
| Net local movement | -1.22 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 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 | +0.1 |
| Property replacement-cycle demand | +0.2 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.3 |
| Transportation, routing, and parking | -1.2 |
| Real estate and site feasibility | Not included in the score |
| 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 | 68.78 |
| Published local-market alignment | 68.8 |
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
- Transportation, routing, and parking -1.2 pts
- Tested rank range
- #4–#8
#8Tier 3 · Mixed modeled alignment68.3
Workout Anytime
Initial investment: $1,060,850–$1,840,550
No material positive local adjustment identifiedReduction -1.0 pts Labor and staffing friction
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 |
|---|---|---|
| Labor and staffing friction |
| -1.0 pts |
| Target-market demand |
| -0.5 pts |
| Transportation, routing, and parking |
| -0.2 pts |
| Net local movement | -1.73 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 | -0.5 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.0 |
| Transportation, routing, and parking | -0.2 |
| Real estate and site feasibility | Not included in the score |
| 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 | 68.27 |
| Published local-market alignment | 68.3 |
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
- Labor and staffing friction -1.0 pts
- Tested rank range
- #4–#14
#9Tier 3 · Mixed modeled alignment67.2
Mister Sparky Electric
Increase +0.7 pts Property replacement-cycle demandReduction -1.8 pts Transportation, routing, and parking
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 |
|---|---|---|
| Transportation, routing, and parking |
| -1.8 pts |
| Labor and staffing friction |
| -1.7 pts |
| Property replacement-cycle demand | +0.7 pts | |
| Net local movement | -2.82 pts | |
Net uses full-precision effects; displayed factor and driver rows are rounded.
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 | +0.7 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.7 |
| Transportation, routing, and parking | -1.8 |
| Real estate and site feasibility | Not included in the score |
| 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 | 67.18 |
| Published local-market alignment | 67.2 |
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
- Transportation, routing, and parking -1.8 pts
- Tested rank range
- #9–#11
#10Tier 3 · Mixed modeled alignment67.0
Aire Serv
Initial investment: $113,308–$271,708
Increase +0.7 pts Property replacement-cycle demandReduction -2.1 pts Transportation, routing, and parking
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 |
|---|---|---|
| Transportation, routing, and parking |
| -2.1 pts |
| Labor and staffing friction | -1.9 pts | |
| Property replacement-cycle demand | +0.7 pts | |
| Target-market demand |
| +0.3 pts |
| Net local movement | -3.01 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
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 | +0.3 |
| Property replacement-cycle demand | +0.7 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.9 |
| Transportation, routing, and parking | -2.1 |
| Real estate and site feasibility | Not included in the score |
| 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 | 66.99 |
| Published local-market alignment | 67.0 |
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
- Transportation, routing, and parking -2.1 pts
- Tested rank range
- #9–#11
#11Tier 3 · Mixed modeled alignment66.7
Rainbow International Restoration
Initial investment: $185,336–$351,900
Increase +0.3 pts Property replacement-cycle demandReduction -1.9 pts Transportation, routing, and parking
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 |
|---|---|---|
| Transportation, routing, and parking |
| -1.9 pts |
| Labor and staffing friction | -1.8 pts | |
| Property replacement-cycle demand |
| +0.3 pts |
| Net local movement | -3.31 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 | Not applicable to this operating model |
| Property replacement-cycle demand | +0.3 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.8 |
| Transportation, routing, and parking | -1.9 |
| Real estate and site feasibility | Not included in the score |
| 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 | 66.69 |
| Published local-market alignment | 66.7 |
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
- Transportation, routing, and parking -1.9 pts
- Tested rank range
- #10–#13
#12Tier 3 · Mixed modeled alignment66.6
Mr. Rooter
Initial investment: $152,900–$298,675
Increase +0.4 pts Property replacement-cycle demandReduction -2.4 pts Transportation, routing, and parking
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 |
|---|---|---|
| Transportation, routing, and parking |
| -2.4 pts |
| Labor and staffing friction |
| -1.6 pts |
| Property replacement-cycle demand |
| +0.4 pts |
| Target-market demand |
| +0.3 pts |
| Net local movement | -3.38 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 | +0.4 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.6 |
| Transportation, routing, and parking | -2.4 |
| Real estate and site feasibility | Not included in the score |
| 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 | 66.62 |
| Published local-market alignment | 66.6 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Transportation, routing, and parking -2.4 pts
- Tested rank range
- #10–#13
#13Tier 3 · Mixed modeled alignment66.5
PuroClean
Initial investment: $54,575–$262,145
Increase +0.3 pts Property replacement-cycle demandReduction -2.2 pts Transportation, routing, and parking
Rank sensitivity: Stable
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Transportation, routing, and parking |
| -2.2 pts |
| Labor and staffing friction | -1.7 pts | |
| Property replacement-cycle demand |
| +0.3 pts |
| Net local movement | -3.52 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 | Not applicable to this operating model |
| Property replacement-cycle demand | +0.3 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.7 |
| Transportation, routing, and parking | -2.2 |
| Real estate and site feasibility | Not included in the score |
| 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 | 66.48 |
| Published local-market alignment | 66.5 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Transportation, routing, and parking -2.2 pts
- Tested rank range
- #12–#13
#14Tier 3 · Mixed modeled alignment66.5
ZOOM DRAIN
Initial investment: $266,250–$570,500
Increase +0.4 pts Property replacement-cycle demandReduction -2.7 pts Transportation, routing, and parking
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 |
|---|---|---|
| Transportation, routing, and parking |
| -2.7 pts |
| Labor and staffing friction |
| -1.6 pts |
| Property replacement-cycle demand |
| +0.4 pts |
| Target-market demand |
| +0.3 pts |
| Transportation, routing, and parking | Temporary route disruption EvidenceConditional — applicability must be confirmed | Not scored |
| Net local movement | -3.53 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 | +0.4 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.6 |
| Transportation, routing, and parking | -2.7 |
| Real estate and site feasibility | Not included in the score |
| 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 | 66.47 |
| Published local-market alignment | 66.5 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Transportation, routing, and parking -2.7 pts
- Tested rank range
- #8–#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 | +1.8 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.4 |
| Transportation, routing, and parking | -0.1 |
| Real estate and site feasibility | Not included in the score |
| 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 | 71.28 |
| Published local-market alignment | 71.3 |
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 effectPositive local support
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 11 of 14 concepts. When we neutralized the factor and recalculated the table, 10 concepts changed position. Workout Anytime moved from #8 to #4, the largest movement among concepts directly affected by this factor.
Concepts adjusted11 of 14
Average among affected+0.7 pts
Average across all concepts+0.6 pts
Concepts changing rank10
What we observed
- Employer Firms108,420 firms
- Total Retail Sales81,351,523,000 usd
- Rent Paying Renter Households With Computed Gross Rent Burden At Or Above 30 Percent Of Income58.5 percent of renter households with computed burden
Concepts helped most
City WideFacility management
+1.8 pts
FASTSIGNSSigns and graphics
+1.6 pts
Jan-Pro InternationalCommercial cleaning
+1.6 pts
ActionCOACHBusiness coaching
+1.4 pts
HomeSmilesProperty maintenance services
+1.0 pts
Concepts challenged most
Workout AnytimeFitness
-0.5 pts
Observed model effectMixed or model dependent
Property replacement-cycle demand
We compared the age and condition of relevant property systems with the services each concept is actually equipped to provide.
Why concepts react differently
We applied a measurable adjustment to 7 of 14 concepts. When we neutralized the factor and recalculated the table, 4 concepts changed position. Rainbow International Restoration moved from #11 to #10, 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 rank4
What we observed
- Total Housing Units1,587,311 housing units
- Housing Units Built Before 1980housing units: 1,092,749; share percent: 68.8 housing units and percent
- Housing Units Built From 1950 Through 1979housing units: 651,478; share percent: 41 housing units and percent
Concepts helped most
Mister Sparky ElectricElectrical
+0.7 pts
Aire ServHVAC installation, repair, and maintenance
+0.7 pts
ZOOM DRAINDrain and sewer service
+0.4 pts
Mr. RooterPlumbing
+0.4 pts
PuroCleanRestoration
+0.3 pts
Observed model effectMaterial local friction
Labor and staffing friction
We compared each concept’s frontline and specialist staffing requirements with the local labor environment.
Why concepts react differently
We applied a measurable adjustment to 14 of 14 concepts. When we neutralized the factor and recalculated the table, 4 concepts changed position. Jan-Pro International moved from #6 to #4, the largest movement among concepts directly affected by this factor.
Concepts adjusted14 of 14
Average among affected-1.1 pts
Average across all concepts-1.1 pts
Concepts changing rank4
What we observed
- City Minimum Wage Effective July 1, 202618.42 usd per hour
- Mean Hourly Wages For Selected Frontline Occupational Groupsfood preparation and serving: 20.69; building and grounds cleaning and maintenance: 22.02 usd per hour
- Mean Hourly Wages For Selected Skilled Trade Occupational Groupsconstruction and extraction: 37.07; installation maintenance and repair: 33.96 usd per hour
Concepts challenged most
Aire ServHVAC installation, repair, and maintenance
-1.9 pts
Jan-Pro InternationalCommercial cleaning
-1.8 pts
Rainbow International RestorationRestoration
-1.8 pts
Mister Sparky ElectricElectrical
-1.7 pts
PuroCleanRestoration
-1.7 pts
Observed model effectMaterial local friction
Transportation, routing, and parking
We recalculated route-dependent models after accounting for travel corridors, parking, and the number of productive stops they require.
Why concepts react differently
We applied a measurable adjustment to 14 of 14 concepts. When we neutralized the factor and recalculated the table, 9 concepts changed position. ZOOM DRAIN moved from #14 to #8, the largest movement among concepts directly affected by this factor.
Concepts adjusted14 of 14
Average among affected-1.3 pts
Average across all concepts-1.3 pts
Concepts changing rank9
What we observed
- City Land Area469.49 square miles
- Mean Travel Time To Work30.7 minutes
- Tomtom 2025 Los Angeles Traffic Indicatorsaverage congestion percent: 59.8; rush hour time lost hours: 83; evening 10km travel minutes: 24.2; evening rush speed kmh: 24.8 mixed
Concepts challenged most
ZOOM DRAINDrain and sewer service
-2.7 pts
Mr. RooterPlumbing
-2.4 pts
PuroCleanRestoration
-2.2 pts
Aire ServHVAC installation, repair, and maintenance
-2.1 pts
Rainbow International RestorationRestoration
-1.9 pts
Measured but not differentiating in this concept set
- Competitive environmentNo material score adjustment
- Real estate and site feasibilityNo material score adjustment
- Sales and customer acquisitionNo material score adjustment
- 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 WideStable · tested #1–#2
#2 ActionCOACHStable · tested #1–#2
#3 FASTSIGNSModerately sensitive · tested #3–#6
#4 Tiger AdjustersModerately sensitive · tested #3–#6
#5 HomeSmilesModerately sensitive · tested #5–#7
#6 Jan-Pro InternationalHighly sensitive · tested #4–#8
#7 Pillar To Post Home InspectorsHighly sensitive · tested #4–#8
#8 Workout AnytimeHighly sensitive · tested #4–#14
#9 Mister Sparky ElectricModerately sensitive · tested #9–#11
#10 Aire ServModerately sensitive · tested #9–#11
#11 Rainbow International RestorationModerately sensitive · tested #10–#13
#12 Mr. RooterModerately sensitive · tested #10–#13
#13 PuroCleanStable · tested #12–#13
#14 ZOOM DRAINHighly sensitive · tested #8–#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.
Score-changing factors
Factors that changed the calculated scores
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] [24] [25] [2]Property replacement-cycle demand: [6] [13] [14] [15] [19] [2]Competitive environment: [5] [24] [22] [2]Labor and staffing friction: [9] [8] [7] [3]Transportation, routing, and parking: [5] [10] [20] [21] [18] [3]Real estate and site feasibility: [22] [23] [24] [16] [12] [14] [19] [26] [17]Sales and customer acquisition: [5] [24] [25] [2]Referral ecosystem: [5] [25] [2]Territory quality: [5] [11] [12] [17] [18] [20] [22]Regulatory and operating friction: [13] [14] [15] [12] [16] [19] [17] [26]
View the chart data as a table
| Concept | Target-market demand | Property replacement-cycle demand | Labor and staffing friction | Transportation, routing, and parking |
|---|---|---|---|---|
| #1 City Wide | +1.8 pts | — | -0.4 pts | -0.1 pts |
| #2 ActionCOACH | +1.4 pts | — | -0.1 pts | -0.1 pts |
| #3 FASTSIGNS | +1.6 pts | — | -0.5 pts | -0.9 pts |
| #4 Tiger Adjusters | +0.2 pts | — | -0.5 pts | -0.6 pts |
| #5 HomeSmiles | +1.0 pts | — | -1.2 pts | -0.7 pts |
| #6 Jan-Pro International | +1.6 pts | — | -1.8 pts | -0.9 pts |
| #7 Pillar To Post Home Inspectors | +0.1 pts | +0.2 pts | -0.3 pts | -1.2 pts |
| #8 Workout Anytime | -0.5 pts | — | -1.0 pts | -0.2 pts |
| #9 Mister Sparky Electric | — | +0.7 pts | -1.7 pts | -1.8 pts |
| #10 Aire Serv | +0.3 pts | +0.7 pts | -1.9 pts | -2.1 pts |
| #11 Rainbow International Restoration | — | +0.3 pts | -1.8 pts | -1.9 pts |
| #12 Mr. Rooter | +0.3 pts | +0.4 pts | -1.6 pts | -2.4 pts |
| #13 PuroClean | — | +0.3 pts | -1.7 pts | -2.2 pts |
| #14 ZOOM DRAIN | +0.3 pts | +0.4 pts | -1.6 pts | -2.7 pts |
Interpretation
How to interpret the result
City Wide, ActionCOACH, FASTSIGNS led because their operating requirements captured more of the local support from target-market demand while remaining less exposed to transportation, routing, and parking. The same city condition can help one operating model and constrain another, so score differences should be read through each concept's factor pattern rather than as a universal franchise-quality verdict. The ordering is most assumption-sensitive for Jan-Pro International, Pillar To Post Home Inspectors, Workout Anytime; their ranks move more widely when individual factors are neutralized.
Local evidence assessed for modeling
Category comparisons
Best franchise categories we assessed in Los Angeles, California
Category summaries are shown only when at least two concepts qualified. Two-concept comparisons are explicitly labeled as limited.
Limited two-concept comparison
66.6Limited comparison: Restoration franchise opportunities assessed in Los Angeles, California
2 Restoration concepts qualified for comparison, with scores ranging from 66.5 to 66.7. Rainbow International Restoration ranked highest at 66.7. Property replacement-cycle demand added 0.3 points on average among the affected concepts. Transportation, routing, and parking reduced the exposed concepts by 2 points on average.
Interpret cautiously: A 0.2-point spread is too small to support a strong brand-level conclusion from city alignment alone.
- Concepts compared
- 2
- Score range
- 66.5–66.7
- Category average
- 66.6
Rainbow International Restoration66.7
PuroClean66.5
Metric registry
The 32 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 |
|---|---|---|---|---|---|
| July 1, 2025 resident population estimate | 3,869,089people | July 1, 2025 population estimate; 2020-2024 household, income, housing, commute, and geography measures; 2022 business measures | Los Angeles, California | Supports research conclusion | [5] |
| Population change from the April 2020 estimates base to July 1, 2025 | -0.8percent | July 1, 2025 population estimate; 2020-2024 household, income, housing, commute, and geography measures; 2022 business measures | Los Angeles, California | Context only | [5] |
| Households | 1,439,097households | July 1, 2025 population estimate; 2020-2024 household, income, housing, commute, and geography measures; 2022 business measures | Los Angeles, California | Context only | [5] |
| Employer firms | 108,420firms | July 1, 2025 population estimate; 2020-2024 household, income, housing, commute, and geography measures; 2022 business measures | Los Angeles, California | Used in scoring | [5] |
| Total retail sales | 81,351,523,000usd | July 1, 2025 population estimate; 2020-2024 household, income, housing, commute, and geography measures; 2022 business measures | Los Angeles, California | Used in scoring | [5] |
| Health care and social assistance receipts or revenue | 46,297,839,000usd | July 1, 2025 population estimate; 2020-2024 household, income, housing, commute, and geography measures; 2022 business measures | Los Angeles, California | Context only | [5] |
| City land area | 469.49square miles | July 1, 2025 population estimate; 2020-2024 household, income, housing, commute, and geography measures; 2022 business measures | Los Angeles, California | Used in scoring | [5] |
| Mean travel time to work | 30.7minutes | July 1, 2025 population estimate; 2020-2024 household, income, housing, commute, and geography measures; 2022 business measures | Los Angeles, California | Used in scoring | [5] |
| Total housing units | 1,587,311housing units | 2024 | Los Angeles, California | Used in scoring | [6] |
| Housing units built before 1980 | housing units: 1,092,749; share percent: 68.8housing units and percent | 2024 | Los Angeles, California | Used in scoring | [6] |
| Housing units built from 1950 through 1979 | housing units: 651,478; share percent: 41housing units and percent | 2024 | Los Angeles, California | Used in scoring | [6] |
| Owner-occupied housing-unit rate | 36percent | July 1, 2025 population estimate; 2020-2024 household, income, housing, commute, and geography measures; 2022 business measures | Los Angeles, California | Context only | [5] |
| Rent-paying renter households with computed gross-rent burden at or above 30 percent of income | 58.5percent of renter households with computed burden | 2024 | Los Angeles, California | Used in scoring | [7] |
| City minimum wage effective July 1, 2026 | 18.42usd per hour | Rate effective July 1, 2026 | City of Los Angeles | Used in scoring | [9] |
| Mean hourly wages for selected frontline occupational groups | food preparation and serving: 20.69; building and grounds cleaning and maintenance: 22.02usd per hour | May 2025 | Los Angeles-Long Beach-Anaheim | Used in scoring | [8] |
| Mean hourly wages for selected skilled-trade occupational groups | construction and extraction: 37.07; installation maintenance and repair: 33.96usd per hour | May 2025 | Los Angeles-Long Beach-Anaheim | Used in scoring | [8] |
| TomTom 2025 Los Angeles traffic indicators | average congestion percent: 59.8; rush hour time lost hours: 83; evening 10km travel minutes: 24.2; evening rush speed kmh: 24.8mixed | Calendar year 2025 | Los Angeles as defined by TomTom | Used in scoring | [10] |
| Los Angeles uses neighborhood-scale Community Plan Areas for land-use policy | 34community plan areas | Current planning framework accessed July 2026 | Los Angeles, California | Conditional relationship | [11] |
| Exterior work in an HPOZ is subject to additional review under a district Preservation Plan | covered work: landscaping, alterations, additions, new construction; review level: staff or hpoz board depending on projectcategorical | Current review framework accessed July 2026 | Designated Los Angeles HPOZs | Conditional relationship | [12] |
| EBEWE applies to private and covered local-agency buildings at least 20,000 square feet, subject to listed exclusions | 20,000minimum gross square feet | 2026 Revision 8 code publication accessed July 2026 | City of Los Angeles | Supports modeled relationship | [14] [13] |
| Covered buildings submit annual benchmarking and complete audit/retro-commissioning compliance or an exemption every five years | benchmarking frequency: annual; benchmarking due: June 1; audit retrocommissioning frequency years: 5mixed | Annual benchmarking and five-year audit/retro-commissioning schedule | City of Los Angeles | Supports modeled relationship | [15] [13] |
| The mandatory soft-story program applies to specified pre-1978 wood-frame buildings with open ground-floor conditions, subject to program criteria and exclusions | minimum stories: 2; code cutoff: before 1978-01-01; open ground floor required: yes; residential units excluded at or below: 3mixed | Program scope and compliance requirements current as accessed July 2026 | City of Los Angeles | Context only | [19] |
| Affordable Housing Linkage Fee applies to certain new market-rate residential and commercial development with market-area rates, exemptions, and project-specific calculation rules | effective schedule: 2026-07-01; rate basis: project type and market areacategorical | Fee schedule effective July 1, 2026 | City of Los Angeles | Context only | [16] [3] |
| LAFD scheduled 2026 defensible-space and brush-clearance inspections beginning May 1, 2026 for VHFHSZ parcels | inspection start: 2026-05-01; noncompliant initial inspection fee usd: 31; late payment penalty percent: 200mixed | 2026 inspection cycle beginning May 1, 2026 | City of Los Angeles | Conditional relationship | [17] |
| Posted streets in VHFHSZ areas can receive conditional parking restrictions during declared Red Flag conditions | conditional restrictioncategorical | Current operating restrictions accessed July 2026 | Los Angeles VHFHSZ areas | Conditional relationship | [18] |
| I-105 ExpressLanes construction includes nighttime lane reductions, ramp and connector closures, and staged work through 2029 | current phase: construction; segment 1 opening estimate: 2,028; overall completion estimate: 2,029mixed | Active construction through 2029; July 7, 2026 project update | I-105 from Sepulveda Boulevard to Studebaker Road/I-605 | Conditional relationship | [20] |
| Sepulveda Transit Corridor remains in planning and environmental review; Metro has not published an updated construction timeline | planning not active constructioncategorical | Planning and environmental-review phase; locally preferred alternative selected January 2026 | San Fernando Valley-Westside Sepulveda corridor | Context only | [21] [3] |
| Kidder Mathews Los Angeles industrial-market indicators | direct vacancy percent: 6; total availability percent: 8.2; asking rent usd per sqft per month nnn: 1.37; quarterly direct net absorption sqft: -863,475; los angeles submarket direct vacancy percent: 6.7; los angeles submarket asking rent usd per sqft per month nnn: 1.52market metrics | Second quarter 2026 | Los Angeles market and named submarkets | Conditional relationship | [22] |
| Matthews Los Angeles County industrial-market indicators | vacancy percent: 6.5; asking rent usd per sqft per year: 16.9; annual rent change percent: -4.5; quarterly net absorption sqft: 1,100,000market metrics | Second quarter 2026 | Los Angeles County industrial market | Context only | [23] |
| Kidder Mathews Los Angeles retail-market indicators | vacancy percent: 5.6; asking rent usd per sqft per month: 2.76; quarterly net absorption sqft: 409,700; year to date net absorption sqft: -30,511market metrics | Second quarter 2026 | Los Angeles market | Context only | [24] |
| UCLA institutional scale in the 2025-2026 academic year | students: 49,013; annual budget usd approx: 11,000,000,000; hospitals listed in los angeles network: 5; campus acres: 419mixed | 2025-2026 academic year | University of California, Los Angeles and UCLA Health | Context only | [25] |
| Measure ULA adds threshold-based transfer taxes to qualifying Los Angeles real-property conveyances | lower threshold usd: 5,400,000; lower surcharge percent: 4; upper threshold usd: 10,900,000; upper surcharge percent: 5.5; threshold period: after 2026-06-30mixed | Indexed thresholds applicable after June 30, 2026 | City of Los Angeles | Context only | [26] [3] |
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 71.28 after target-market demand +1.8 pts, labor and staffing friction -0.4 pts, and transportation, routing, and parking -0.1 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. Reports are checked for source scope, classification, arithmetic, unsupported claims, duplication, and readability before publication.
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
Local evidence supporting this report
The city page keeps the local sources used for its visible findings and metrics. Franchise-source provenance stays with the underlying franchise research rather than being duplicated across every city page.
- 1Franchise-to-city operating-fit modelInternal or supplied research; not publicly accessible.
- 2Structural Inefficiencies and Asymmetric Franchise Opportunities in Tier-1 U.S. MarketsInternal or supplied research; not publicly accessible.
- 3Structural Constraints and Hidden Municipal Costs: A Forensic Audit of Ten U.S. JurisdictionsInternal or supplied research; not publicly accessible.
Used for: Affordable Housing Linkage Fee applies to certain new market-rate residential and commercial development with market-area rates, exemptions, and project-specific calculation rules, Sepulveda Transit Corridor remains in planning and environmental review; Metro has not published an updated construction timeline, and Measure ULA adds threshold-based transfer taxes to qualifying Los Angeles real-property conveyances
- 4Franchise data - remake - Combine2Internal or supplied research; not publicly accessible.
- 5QuickFacts: Los Angeles city, California
Used for: July 1, 2025 resident population estimate, Population change from the April 2020 estimates base to July 1, 2025, Households, Employer firms, and Total retail sales
- 62024 American Community Survey 1-Year Estimates: Table B25034, Year Structure Built
Used for: Total housing units, Housing units built before 1980, and Housing units built from 1950 through 1979
- 72024 American Community Survey 1-Year Estimates: Table B25070, Gross Rent as a Percentage of Household Income
Used for: Rent-paying renter households with computed gross-rent burden at or above 30 percent of income
- 8Occupational Employment and Wages in Los Angeles-Long Beach-Anaheim - May 2025
Used for: Mean hourly wages for selected frontline occupational groups and Mean hourly wages for selected skilled-trade occupational groups
- 9City of Los Angeles Minimum Wage
Used for: City minimum wage effective July 1, 2026
- 10Los Angeles Traffic Index 2025
Used for: TomTom 2025 Los Angeles traffic indicators
- 11Community Plans Overview
Used for: Los Angeles uses neighborhood-scale Community Plan Areas for land-use policy
- 12Local Historic Districts (HPOZs)
Used for: Exterior work in an HPOZ is subject to additional review under a district Preservation Plan
- 13Existing Buildings Energy and Water Efficiency Program
Used for: EBEWE applies to private and covered local-agency buildings at least 20,000 square feet, subject to listed exclusions and Covered buildings submit annual benchmarking and complete audit/retro-commissioning compliance or an exemption every five years
- 14LAMC Section 91.9703 - Scope
Used for: EBEWE applies to private and covered local-agency buildings at least 20,000 square feet, subject to listed exclusions
- 15LAMC Section 91.9708 - Schedule for Compliance
Used for: Covered buildings submit annual benchmarking and complete audit/retro-commissioning compliance or an exemption every five years
- 16Affordable Housing Linkage Fee: 2026 Fee Schedule and Implementation Materials
Used for: Affordable Housing Linkage Fee applies to certain new market-rate residential and commercial development with market-area rates, exemptions, and project-specific calculation rules
- 172026 Annual Defensible Space and Brush Clearance Program
Used for: LAFD scheduled 2026 defensible-space and brush-clearance inspections beginning May 1, 2026 for VHFHSZ parcels
- 18Red Flag Parking Restrictions
Used for: Posted streets in VHFHSZ areas can receive conditional parking restrictions during declared Red Flag conditions
- 19Soft-Story Retrofit Program
Used for: The mandatory soft-story program applies to specified pre-1978 wood-frame buildings with open ground-floor conditions, subject to program criteria and exclusions
- 20I-105 ExpressLanes
Used for: I-105 ExpressLanes construction includes nighttime lane reductions, ramp and connector closures, and staged work through 2029
- 21Sepulveda Transit Corridor
Used for: Sepulveda Transit Corridor remains in planning and environmental review; Metro has not published an updated construction timeline
- 22Los Angeles Industrial Market Report - Q2 2026
Used for: Kidder Mathews Los Angeles industrial-market indicators
- 23Los Angeles, CA Industrial Market Report Q2 2026
Used for: Matthews Los Angeles County industrial-market indicators
- 24Los Angeles Retail Market Report - Q2 2026
Used for: Kidder Mathews Los Angeles retail-market indicators
- 25About UCLA: Fast Facts
Used for: UCLA institutional scale in the 2025-2026 academic year
- 26Real Property Transfer Tax and Measure ULA FAQ
Used for: Measure ULA adds threshold-based transfer taxes to qualifying Los Angeles real-property conveyances
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.