Local operating-model alignment analysis

Best Franchise Opportunities We Assessed in Eugene, Oregon

We compared 14 franchise concepts for Eugene, Oregon. University and government account demand was a leading positive mechanism.

What “best” means in this ranking“Best” means the strongest modeled local operating alignment among the franchise concepts assessed on this page. It does not estimate earnings or determine which franchise is best for a particular candidate.
Analysis by Thomas Jepsen, MSc Model: 0.9.0
14Concepts evaluated
26Sources used
21Primary sources
39Local metrics

Evaluation set

Why these concepts were evaluated

This is not a ranking of every franchise that may be offered in the city.

14Concepts assessed

Concepts were included when enough operating-model information existed to assign a provisional local-sensitivity profile. Unresolved inputs reduce confidence or remain conditional rather than automatically excluding a concept.

A brand’s participation in our referral network does not add points or change its position.

City-level conclusions

What stood out in our assessment

Highest category average (limited comparison)Restoration

70.3 average across 2 concepts

Largest positive factorTarget-market demand

0.5 points average among 6 affected concepts

Most assumption-sensitive rankCity Wide

Tested rank range spans 12 positions

Executive conclusion

What the ranking means for Eugene, Oregon

City Wide, Jan-Pro International, and FASTSIGNS produced the highest modeled local-alignment scores in the evaluated set. University and government account demand was the strongest positive scored mechanism among 6 exposed concepts, adding 0.5 points on average. City Wide was especially relationship-sensitive: removing university and government account demand moved it from #1 to #13 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.
RankFranchiseAlignment and tierLargest advantageLargest constraintEvidence confidence
1City WideFacility managementInvestment: $229,729–$410,730
71.1Tier 3 · Mixed modeled alignment
+1.1 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
2Jan-Pro InternationalCommercial cleaningInvestment: $130,000–$421,500
70.8Tier 3 · Mixed modeled alignment
+0.8 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
3FASTSIGNSSigns and graphicsInvestment: $231,226–$386,285
70.5Tier 3 · Mixed modeled alignment
+0.5 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
4Rainbow International RestorationRestorationInvestment: $185,336–$351,900
70.4Tier 3 · Mixed modeled alignment
+0.3 ptsProperty replacement-cycle demand No material negative local adjustmentModerate evidence confidence
5HomeSmilesProperty maintenance servicesInvestment: $148,110–$201,800
70.3Tier 3 · Mixed modeled alignment
+0.3 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
6ZOOM DRAINDrain and sewer serviceInvestment: $266,250–$570,500
70.3Tier 3 · Mixed modeled alignment
+0.3 ptsProperty replacement-cycle demand No material negative local adjustmentModerate evidence confidence
7Mr. RooterPlumbingInvestment: $152,900–$298,675
70.3Tier 3 · Mixed modeled alignment
+0.3 ptsProperty replacement-cycle demand No material negative local adjustmentModerate evidence confidence
8ActionCOACHBusiness coachingInvestment: $71,668–$303,513
70.3Tier 3 · Mixed modeled alignment
+0.3 ptsTarget-market demand No material negative local adjustmentModerate evidence confidence
9Aire ServHVAC installation, repair, and maintenanceInvestment: $113,308–$271,708
70.3Tier 3 · Mixed modeled alignment
+0.3 ptsProperty replacement-cycle demand No material negative local adjustmentModerate evidence confidence
10Mister Sparky ElectricElectrical
70.3Tier 3 · Mixed modeled alignment
+0.3 ptsProperty replacement-cycle demand No material negative local adjustmentModerate evidence confidence

View all 14 score calculations

Conditions that changed the analysis

What mattered most in Eugene, Oregon

01

University of Oregon creates a large recurring institutional account base for institution-facing services

This relationship affected 6 concepts and added 0.5 points on average among those exposed. Local evidence: University of Oregon total enrollment, fall 2025: 24,448 students. [5] [7]

02

recurring-commercial-service

This operating-model cluster separated from the broader set because its exposure to local support and constraints differed. The strongest positive factor was target-market demand, while the main constraint was property replacement-cycle demand. [5] [7] [6]

03

Eugene sign standards require location- and zone-specific prototype review

Requires the proposed property zone, special-area status, sign type and franchise exterior-sign package to determine whether adaptation is necessary. [18] [15] [3]

Evidence behind the city mechanisms

University of Oregon creates a large recurring institutional account base for institution-facing services1 modeled effect
University and government account demandTarget-market demand
Older Lane County housing stock supports replacement-service demand in the Eugene market1 modeled effect
Replacement and repair demandProperty replacement-cycle demand
Parking-zone controls can create site-specific access friction in university-adjacent and downtown submarkets1 modeled effect
Route and curb productivity pressureTransportation, routing, and parking

Compare all assessed concepts

Local impact by franchise concept

14 concepts shown. Expand a concept to see the score-changing factors and their modeled drivers; the full audit ledger stays collapsed.

#1Tier 3 · Mixed modeled alignment71.1

City Wide

Facility management · B2B facility management and vendor coordination

Initial investment: $229,729–$410,730

Increase +1.1 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Target-market demand
  • University and government account demand Evidence+1.1 pts
    Primary modeled driverRelationship test: #1 → #13
+1.1 pts
Net local movement+1.07 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 baseline70.0
Target-market demand+1.1
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score71.07
Published local-market alignment71.1

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +1.1 pts
Tested rank range
#1–#13
#2Tier 3 · Mixed modeled alignment70.8

Jan-Pro International

Commercial cleaning · recurring commercial route service

Initial investment: $130,000–$421,500

Increase +0.8 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Target-market demand
  • University and government account demand Evidence+0.8 pts
    Primary modeled driverRelationship test: #2 → #14
+0.8 pts
Net local movement+0.78 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 baseline70.0
Target-market demand+0.8
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.78
Published local-market alignment70.8

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.8 pts
Tested rank range
#2–#14
#3Tier 3 · Mixed modeled alignment70.5

FASTSIGNS

Signs and graphics · B2B production and installation center

Initial investment: $231,226–$386,285

Increase +0.5 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Target-market demand
  • University and government account demand Evidence+0.5 pts
    Primary modeled driverRelationship test: #3 → #11
+0.5 pts
Net local movement+0.51 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
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 baseline70.0
Target-market demand+0.5
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.51
Published local-market alignment70.5

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.5 pts
Tested rank range
#3–#11
#4Tier 3 · Mixed modeled alignment70.4

Rainbow International Restoration

Restoration · emergency property restoration

Initial investment: $185,336–$351,900

Increase +0.3 pts Property replacement-cycle demandNo material negative local adjustment identified

Rank sensitivity: Moderately sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.3 pts
    Primary modeled driverRelationship test: #4 → #6
+0.3 pts
Target-market demand
  • University and government account demand Evidence+0.1 pts
+0.1 pts
Net local movement+0.38 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 baseline70.0
Target-market demand+0.1
Property replacement-cycle demand+0.3
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.38
Published local-market alignment70.4

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
Property replacement-cycle demand +0.3 pts
Tested rank range
#4–#6
#5Tier 3 · Mixed modeled alignment70.3

HomeSmiles

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

Initial investment: $148,110–$201,800

Increase +0.3 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Target-market demand
  • University and government account demand Evidence+0.3 pts
    Primary modeled driverRelationship test: #5 → #8
+0.3 pts
Net local movement+0.35 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demand+0.3
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.35
Published local-market alignment70.3

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
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.3 pts
Tested rank range
#4–#8
#6Tier 3 · Mixed modeled alignment70.3

ZOOM DRAIN

Drain and sewer service · emergency skilled-trade route service

Initial investment: $266,250–$570,500

Increase +0.3 pts Property replacement-cycle demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.3 pts
    Primary modeled driverRelationship test: #6 → #9
+0.3 pts
Transportation, routing, and parkingRoute and curb productivity pressure EvidenceConditional — applicability must be confirmedNot scored
Net local movement+0.34 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.3
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.34
Published local-market alignment70.3

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
Property replacement-cycle demand +0.3 pts
Tested rank range
#1–#9
#7Tier 3 · Mixed modeled alignment70.3

Mr. Rooter

Plumbing · scheduled and emergency skilled-trade service

Initial investment: $152,900–$298,675

Increase +0.3 pts Property replacement-cycle demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.3 pts
    Primary modeled driverRelationship test: #7 → #10
+0.3 pts
Transportation, routing, and parkingRoute and curb productivity pressure EvidenceConditional — applicability must be confirmedNot scored
Net local movement+0.34 pts

Net uses full-precision effects; displayed factor and driver rows are rounded.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.3
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.34
Published local-market alignment70.3

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
Property replacement-cycle demand +0.3 pts
Tested rank range
#2–#10
#8Tier 3 · Mixed modeled alignment70.3

ActionCOACH

Business coaching · home-based B2B advisory

Initial investment: $71,668–$303,513

Increase +0.3 pts Target-market demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Target-market demand
  • University and government account demand Evidence+0.3 pts
    Primary modeled driverRelationship test: #8 → #10
+0.3 pts
Net local movement+0.33 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 baseline70.0
Target-market demand+0.3
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.33
Published local-market alignment70.3

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.3 pts
Tested rank range
#5–#10
#9Tier 3 · Mixed modeled alignment70.3

Aire Serv

HVAC installation, repair, and maintenance · Manager-led mobile HVAC installation, repair, maintenance, and emergency service business using skilled technicians…

Initial investment: $113,308–$271,708

Increase +0.3 pts Property replacement-cycle demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.3 pts
    Primary modeled driverRelationship test: #9 → #7
+0.3 pts
Net local movement+0.32 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 source
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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.3
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.32
Published local-market alignment70.3

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
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.3 pts
Tested rank range
#3–#9
#10Tier 3 · Mixed modeled alignment70.3

Mister Sparky Electric

Electrical · skilled-trade home service

Increase +0.3 pts Property replacement-cycle demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.3 pts
    Primary modeled driverRelationship test: #10 → #11
+0.3 pts
Net local movement+0.29 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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.3
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.29
Published local-market alignment70.3

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
Property replacement-cycle demand +0.3 pts
Tested rank range
#4–#11
#11Tier 3 · Mixed modeled alignment70.3

PuroClean

Restoration · emergency property restoration

Initial investment: $54,575–$262,145

Increase +0.3 pts Property replacement-cycle demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.3 pts
    Primary modeled driverRelationship test: #11 → #13
+0.3 pts
Net local movement+0.25 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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.3
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.25
Published local-market alignment70.3

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
Property replacement-cycle demand +0.3 pts
Tested rank range
#5–#13
#12Tier 3 · Mixed modeled alignment70.2

Pillar To Post Home Inspectors

Home inspection · mobile property inspection service

Initial investment: $102,690–$134,290

Increase +0.2 pts Property replacement-cycle demandNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

Local factorModeled driversImpact
Property replacement-cycle demand
  • Replacement and repair demand Evidence+0.2 pts
    Primary modeled driverRelationship test: rank stays #12
+0.2 pts
Net local movement+0.15 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 sources
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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.2
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.15
Published local-market alignment70.2

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
Property replacement-cycle demand +0.2 pts
Tested rank range
#7–#12
#13Tier 3 · Mixed modeled alignment70.0

Tiger Adjusters

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

Initial investment: $43,050–$159,500

No material positive local adjustment identifiedNo material negative local adjustment identified

Rank sensitivity: Highly sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

No material scored local adjustment was identified for this concept.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 19 — Financial Performance Representation
1 image
Public company data assessed
1 source
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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.00
Published local-market alignment70.0

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Adequate
Source-evidence confidence
Strong
Geographic applicability
Limited
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
0.0 pts
Tested rank range
#8–#13
#14Tier 3 · Mixed modeled alignment70.0

Workout Anytime

Fitness · fixed-location membership fitness

Initial investment: $1,060,850–$1,840,550

No material positive local adjustment identifiedNo material negative local adjustment identified

Rank sensitivity: Moderately sensitive

Why it ranks here

Score-changing local factors only. Evidence links open the underlying city finding.

No material scored local adjustment was identified for this concept.

Franchise evidence

Source material assessed

Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence

Audit layer

Full factor ledger

Full score ledger

Every factor is classified so a displayed zero is not mistaken for a score-changing effect.

Neutral model baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.00
Published local-market alignment70.0

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

Evidence confidence

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

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 baseline70.0
Target-market demand+1.1
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionMeasured; no meaningful local adjustment
Transportation, routing, and parkingDepends on the specific site, territory, or operating condition
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionNot included in the score
Referral ecosystemMeasured; no meaningful local adjustment
Territory qualityDepends on the specific site, territory, or operating condition
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score71.07
Published local-market alignment71.1

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

Starting pointThe operating-model baseline shown in the first ledger row.
InteractionsAny interaction or gate is included in the relevant contribution or calibration row.
Confidence treatmentEvidence confidence is disclosed separately unless the model definition explicitly applies a calibration adjustment.
RoundingFull-precision contributions are summed before the final displayed score is rounded to one decimal place; whole-number results are shown without a trailing decimal.

Factor impact

Which local conditions changed scores or rankings?

We neutralized one factor at a time, recalculated every score, and then measured both absolute score movement and changes in rank order.

Observed model effectMixed or model dependent

Target-market demand

We tested how much of the city’s theoretical customer and business demand remained usable after operating friction.

Why concepts react differently

We applied a measurable adjustment to 6 of 14 concepts. When we neutralized the factor and recalculated the table, 14 concepts changed position. FASTSIGNS moved from #3 to #12, the largest movement among concepts directly affected by this factor.

Concepts adjusted6 of 14
Average among affected+0.5 pts
Average across all concepts+0.2 pts
Concepts changing rank14

What we observed

  • University Of Oregon Total Enrollment, Fall 202524,448 students
  • University Of Oregon Competitive Procurement Thresholds And Minimum Posting Periodsdirect procurement max usd: 50,000; rfq range usd: 50000 to 250000; rfq minimum posting business days: 5; rfp minimum usd over: 250,000; rfp minimum posting calendar days: 21 mixed
  • University Of Oregon Faculty, Administrators, Classified Staff And Graduate Employees5,600 people minimum

Concepts helped most

City WideFacility management
+1.1 pts
Jan-Pro InternationalCommercial cleaning
+0.8 pts
FASTSIGNSSigns and graphics
+0.5 pts
HomeSmilesProperty maintenance services
+0.3 pts
ActionCOACHBusiness coaching
+0.3 pts
Measured but not differentiating in this concept set
  • Competitive environmentNo material score adjustment
  • Labor and staffing frictionNo material score adjustment
  • Transportation, routing, and parkingNo material score adjustment
  • Real estate and site feasibilityNo material score adjustment
  • Sales and customer acquisitionNo material score adjustment
  • Referral ecosystemNo material score adjustment
  • Territory qualityNo material score adjustment
  • Regulatory and operating frictionNo material score adjustment

Rank stability

Which positions depend most on individual assumptions?

The line shows the best and worst rank reached when one factor was removed from every concept. A narrow range indicates a more stable position.

#1 City WideHighly sensitive · tested #1–#13
#2 Jan-Pro InternationalHighly sensitive · tested #2–#14
#3 FASTSIGNSHighly sensitive · tested #3–#11
#4 Rainbow International RestorationModerately sensitive · tested #4–#6
#5 HomeSmilesHighly sensitive · tested #4–#8
#6 ZOOM DRAINHighly sensitive · tested #1–#9
#7 Mr. RooterHighly sensitive · tested #2–#10
#8 ActionCOACHHighly sensitive · tested #5–#10
#9 Aire ServHighly sensitive · tested #3–#9
#10 Mister Sparky ElectricHighly sensitive · tested #4–#11
#11 PuroCleanHighly sensitive · tested #5–#13
#12 Pillar To Post Home InspectorsHighly sensitive · tested #7–#12
#13 Tiger AdjustersHighly sensitive · tested #8–#13
#14 Workout AnytimeModerately sensitive · tested #12–#14

Neutralizing a factor removes it from every concept. A concept can move down even when its own score improves because competitors may benefit more.

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.

Factor impact among the highest-rated franchise conceptsDiverging dot plot showing nonzero factor score contributions for the top 14 concepts. Zero-point concept-factor pairs are omitted, and factors with no nonzero contributions are excluded.+1.5+0.80.0-0.8-1.5
Target-market demand
#1 City Wide · Target-market demand · +1.1 pts1#2 Jan-Pro International · Target-market demand · +0.8 pts2#3 FASTSIGNS · Target-market demand · +0.5 pts3#4 Rainbow International Restoration · Target-market demand · +0.1 pts4#5 HomeSmiles · Target-market demand · +0.3 pts5#8 ActionCOACH · Target-market demand · +0.3 pts8
Property replacement-cycle demand
#4 Rainbow International Restoration · Property replacement-cycle demand · +0.3 pts4#6 ZOOM DRAIN · Property replacement-cycle demand · +0.3 pts6#7 Mr. Rooter · Property replacement-cycle demand · +0.3 pts7#9 Aire Serv · Property replacement-cycle demand · +0.3 pts9#10 Mister Sparky Electric · Property replacement-cycle demand · +0.3 pts10#11 PuroClean · Property replacement-cycle demand · +0.3 pts11#12 Pillar To Post Home Inspectors · Property replacement-cycle demand · +0.2 pts12
Primary source records by factorTarget-market demand: [4] [5] [6] [7] [19] [1] [2]Property replacement-cycle demand: [11] [4] [13] [14] [1]Competitive environment: [4] [25] [26] [3]Labor and staffing friction: [8] [9] [10] [6] [2]Transportation, routing, and parking: [16] [17] [18] [4] [3]Real estate and site feasibility: [20] [21] [22] [23] [24] [12] [1]Sales and customer acquisition: [4] [25] [26] [7] [3]Referral ecosystem: [5] [6] [7] [3]Territory quality: [16] [17] [18] [19] [21] [20] [3]Regulatory and operating friction: [15] [18] [12] [13] [14] [20] [10] [2] [3]
View the chart data as a table
ConceptTarget-market demandProperty replacement-cycle demand
#1 City Wide+1.1 pts—
#2 Jan-Pro International+0.8 pts—
#3 FASTSIGNS+0.5 pts—
#4 Rainbow International Restoration+0.1 pts+0.3 pts
#5 HomeSmiles+0.3 pts—
#6 ZOOM DRAIN—+0.3 pts
#7 Mr. Rooter—+0.3 pts
#8 ActionCOACH+0.3 pts—
#9 Aire Serv—+0.3 pts
#10 Mister Sparky Electric—+0.3 pts
#11 PuroClean—+0.3 pts
#12 Pillar To Post Home Inspectors—+0.2 pts
#13 Tiger Adjusters——
#14 Workout Anytime——

Interpretation

How to interpret the result

City Wide, Jan-Pro International, FASTSIGNS led because their operating requirements captured more of the local support from target-market demand while remaining less exposed to competitive environment. The same city condition can help one operating model and constrain another, so score differences should be read through each concept's factor pattern rather than as a universal franchise-quality verdict. The ordering is most assumption-sensitive for City Wide, Jan-Pro International, FASTSIGNS; their ranks move more widely when individual factors are neutralized.

Category comparisons

Best franchise categories we assessed in Eugene, Oregon

Category summaries are shown only when at least two concepts qualified. Two-concept comparisons are explicitly labeled as limited.

Limited two-concept comparison

Limited comparison: Restoration franchise opportunities assessed in Eugene, Oregon

70.3

2 Restoration concepts qualified for comparison, with scores ranging from 70.3 to 70.4. Rainbow International Restoration ranked highest at 70.4. Property replacement-cycle demand added 0.3 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
70.3–70.4
Category average
70.3
Rainbow International Restoration70.4
PuroClean70.3

Metric registry

The 39 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
MetricRaw valuePeriodGeographyRole in analysisSource
Resident population estimate on July 1, 2025178,618peopleJuly 1, 2025 population estimate; 2020-2024 ACS-based characteristics; 2022 economic sales dataEugene, OregonContext only [4]
Population change from April 2020 estimate base to July 20250.7percentJuly 1, 2025 population estimate; 2020-2024 ACS-based characteristics; 2022 economic sales dataEugene, OregonContext only [4]
Households, 2020-202476,822householdsJuly 1, 2025 population estimate; 2020-2024 ACS-based characteristics; 2022 economic sales dataEugene, OregonContext only [4]
Owner-occupied housing unit rate, 2020-202447.9percentJuly 1, 2025 population estimate; 2020-2024 ACS-based characteristics; 2022 economic sales dataEugene, OregonUsed in scoring [4]
Median value of owner-occupied housing units, 2020-2024460,400usdJuly 1, 2025 population estimate; 2020-2024 ACS-based characteristics; 2022 economic sales dataEugene, OregonUsed in scoring [4]
Median gross rent, 2020-20241,402usd per monthJuly 1, 2025 population estimate; 2020-2024 ACS-based characteristics; 2022 economic sales dataEugene, OregonContext only [4]
Median household income in 2024 dollars, 2020-202466,562usd per yearJuly 1, 2025 population estimate; 2020-2024 ACS-based characteristics; 2022 economic sales dataEugene, OregonContext only [4]
Persons in poverty19percentJuly 1, 2025 population estimate; 2020-2024 ACS-based characteristics; 2022 economic sales dataEugene, OregonContext only [4]
Total retail sales in 20224,485,906,000usdJuly 1, 2025 population estimate; 2020-2024 ACS-based characteristics; 2022 economic sales dataEugene, OregonContext only [4]
Mean travel time to work, 2020-202418.4minutesJuly 1, 2025 population estimate; 2020-2024 ACS-based characteristics; 2022 economic sales dataEugene, OregonContext only [4]
University of Oregon total enrollment, fall 202524,448studentsFall 2025 enrollment; FY2024 research and economic-impact metricsUniversity of Oregon, Eugene campusUsed in scoring [5]
University of Oregon faculty, administrators, classified staff and graduate employees5,600people minimumCurrent institutional workforce information accessed August 2026University of OregonUsed in scoring [6]
University of Oregon competitive procurement thresholds and minimum posting periodsdirect procurement max usd: 50,000; rfq range usd: 50000 to 250000; rfq minimum posting business days: 5; rfp minimum usd over: 250,000; rfp minimum posting calendar days: 21mixedCurrent procurement thresholds and posting periods accessed August 2026University of OregonUsed in scoring [7]
Mean hourly wage for all occupations, May 202530.92usd per hourMay 2025Eugene-Springfield, Oregon MSAContext only [8]
Mean hourly wage for food preparation and serving related occupations, May 202518.97usd per hourMay 2025Eugene-Springfield, Oregon MSAContext only [8]
Mean hourly wage for building and grounds cleaning and maintenance occupations, May 202519.96usd per hourMay 2025Eugene-Springfield, Oregon MSAContext only [8]
Mean hourly wage for construction and extraction occupations, May 202532.36usd per hourMay 2025Eugene-Springfield, Oregon MSAContext only [8]
Mean hourly wage for installation, maintenance and repair occupations, May 202530.35usd per hourMay 2025Eugene-Springfield, Oregon MSAContext only [8]
Preliminary unemployment rate, June 20265.4percentJune 2026 preliminary labor-force and payroll-employment dataEugene-Springfield, Oregon MSAContext only [9]
Preliminary 12-month change in total nonfarm employment, June 2026-1.5percentJune 2026 preliminary labor-force and payroll-employment dataEugene-Springfield, Oregon MSAContext only [9]
Oregon standard minimum wage applicable in Lane County from July 1, 202615.55usd per hourRates effective July 1, 2026 through June 30, 2027Lane County, OregonContext only [10]
Homes built before 1990 in Lane County energy profile67percent2023 population and household metrics; 2024 profileLane County, OregonUsed in scoring [11]
Eugene Construction Excise Tax rate for covered improvements0.5percent of value of permitted workCurrent fee guidance accessed August 2026Eugene, OregonContext only [12] [2]
Construction Excise Tax applicabilityApplies to improvements resulting in a new structure, additional square footage to an existing structure, or addition of living space, subject to listed exemptions.rule textCurrent fee guidance accessed August 2026Eugene, OregonContext only [12]
Stormwater standards apply to development of new and replaced impervious surfacesEugene Code 9.6790-9.6976 implements stormwater runoff requirements for new and replaced impervious surfaces and ongoing operation and maintenance responsibilities.rule textCurrent stormwater development standards accessed August 2026Eugene, OregonContext only [13] [1]
Privately maintained stormwater facilities require O&M documentation and maintenance recordsApplicants are responsible for operation and maintenance; privately maintained facilities require an O&M plan and annual inspection and maintenance logs.rule textCurrent requirements accessed August 2026Eugene, OregonContext only [14]
Business sign standards vary by business location and property zoneEugene sign standards regulate number, type and size based on location and zone; many signs require permits and some sign types are prohibited.rule textCurrent sign-permit guidance accessed August 2026Eugene, OregonConditional relationship [15] [3]
Residential parking zones use posted time limits and address-based permitsResidential permits apply only to eligible addresses and override posted time limits only within the assigned zone; restrictions remain for signed restricted areas and temporary closures.rule textCurrent permit-zone rules accessed August 2026Designated residential parking zones in Eugene, including university-adjacent areasConditional relationship [16] [3]
Current on-street commuter-zone monthly parking rateszone c usd per month: 55; zone d usd per month: 125; zone 40 usd per month: 55; zone 50 usd per month: 6usd per monthCurrent rates and rules accessed August 2026Designated on-street commuter zones in EugeneConditional relationship [17]
Downtown Activity Zone uses activity-specific permits on public propertyA-frame signs, cafe seating, events, food trucks, amplified sound, sales on public propertypermit categoriesCurrent Downtown Activity Zone permit framework accessed August 2026Downtown Activity Zone, EugeneConditional relationship [18]
Share of residents who visit Downtown and do so at least monthly, 2025 Community Survey75percent of residents who visit downtownFY2023-FY2025 housing additions and 2025 Community SurveyDowntown EugeneContext only [19]
Housing units added within Downtown Plan boundary through FY20251,001housing unitsFY2023-FY2025 housing additions and 2025 Community SurveyDowntown Plan boundary, EugeneConditional relationship [19]
Eugene is evaluating current and future employment land supply and whether UGB expansion is neededUrban Growth Strategies includes a Buildable Lands Inventory, Economic Opportunities Analysis, Employment Land Supply Study and evaluation of whether the urban growth boundary needs expansion.planning statusActive 2026 planning and adoption processEugene urban growth boundaryContext only [20]
Clear Lake UGB expansion area924acres added to ugbCurrent strategy for the adopted UGB expansionClear Lake area, northwest EugeneConditional relationship [21]
Permitted e-commerce distribution facility in Clear Lake Industrial Area as of June 18, 2026317,640square feetUpdated June 18, 202684-acre Clear Lake site near Eugene AirportContext only [22]
Current Eugene flex-industrial listings shown by CommercialSearchlisting count: 5; listed square feet: 29,480listing snapshotCurrent listings accessed August 2026Eugene, OregonContext only [23]
Bailey Hill Industrial Park includes small warehouse suitessuite count: 24; average usable square feet: 1,130property listing snapshotListing updated June 29, 20261120-1130 Bailey Hill Road, EugeneContext only [24]
County Business Patterns supports detailed NAICS but not city-place geographyindustry detail: 2 to 6 digit NAICS; geographies: county, metropolitan area, ZIP code, state, congressional district; place city geography: nodataset capabilityCalendar year 2023U.SContext only [25]
Eugene does not issue a general business license to all businessesGeneral city business licensing is limited to specified activities; most businesses do not appear in a general city license registry.rule textCurrent licensing framework accessed August 2026Eugene, OregonContext only [26]

How to use the ranking

What the model can and cannot establish

  • Scores measure local operating alignment, not expected financial performance or franchise-system quality.
  • Citywide evidence may not describe the exact site or territory ultimately offered.
  • Conditional effects are shown for diligence but do not change the published score until their applicability is established.

Methodology

How the local-alignment ranking is calculated

01

Measure the city

Collect reusable local metrics with source, period, geography, and confidence fields.

02

Profile each operating model

Map each franchise to controlled operating attributes and local sensitivities.

03

Apply scoreable effects

Score only effects whose applicability is established at the report’s current geographic and operating scope.

04

Preserve conditional effects

Keep location- or territory-dependent issues visible for diligence without automatically changing the score.

05

Test rank sensitivity

Remove one factor at a time from every concept and rerank using full-precision scores.

06

Generate public output

Create the ranking, factor-status ledger, visuals, metric registry, and automated quality report from the same data.

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 71.07 after target-market demand +1.1 pts. The current model caps total local movement at ±18.0 points. The score is not a percentage, probability, or estimate of investment quality.

Precision and materiality

Calculations use full-precision values. Published scores and factor contributions display one decimal place, while ranks use full precision. Effects smaller than 0.1 points are identified as below the publication threshold rather than presented as a meaningful zero.

Score tiers

Tier 1 · Strongest modeled alignment80.0–100.0
Tier 2 · Favorable modeled alignment72.0–<80.0
Tier 3 · Mixed modeled alignment64.0–<72.0
Tier 4 · Higher-friction modeled alignment0.0–<64.0

How factor rows are classified

Positive local adjustmentNegative local adjustmentMeasured; no meaningful local adjustmentEffect below the publication thresholdNot applicable to this operating modelDepends on the specific site, territory, or operating conditionNot included in the score
What “best” means here

“Best” means the strongest modeled local operating alignment among the franchise concepts assessed on this page.

Model 0.9.0 · Compiler 0.15.1-franchise-image-filter · Report generated August 19, 2026 (site timezone)

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

  1. 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.

  1. 1
    Utility Delta Audit: Structural Inefficiencies and Asymmetric Opportunities in U.S. MarketsInternal or supplied research; not publicly accessible.

    Used for: Stormwater standards apply to development of new and replaced impervious surfaces

    Publisher
    Supplied research material
    Data period
    Research compiled with cited materials accessed through February 24, 2026
    Scope
    Eugene, Oregon section within a multi-city research docket
    Locator
    Eugene, Oregon section, paragraphs 41-50
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 18, 2026
  2. 2
    Municipal Hostility Index: Forensic Capitalization of Structural Constraints and Economic Choke PointsInternal or supplied research; not publicly accessible.

    Used for: Eugene Construction Excise Tax rate for covered improvements

    Publisher
    Supplied research material
    Data period
    Research compiled before August 2026; Eugene section cites 2025-2026 materials
    Scope
    Eugene, Oregon section within a multi-city research docket
    Locator
    Eugene, Oregon section, paragraphs 76-89
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 18, 2026
  3. 3
    Franchise data - remake - 162(4).csvInternal or supplied research; not publicly accessible.

    Used for: Business sign standards vary by business location and property zone and Residential parking zones use posted time limits and address-based permits

    Publisher
    Supplied research material
    Data period
    Undated supplied neighborhood research
    Scope
    Six Eugene neighborhood records: Downtown, West University, South University, Friendly, Santa Clara, and River Road
    Locator
    Rows where %city% = Eugene
    Source tier
    Tier 5 · supplied bespoke research
    Accessed
    August 18, 2026
  4. 4
    QuickFacts: Eugene city, Oregon

    Used for: Resident population estimate on July 1, 2025, Population change from April 2020 estimate base to July 2025, Households, 2020-2024, Owner-occupied housing unit rate, 2020-2024, and Median value of owner-occupied housing units, 2020-2024

    Publisher
    U.S. Census Bureau
    Data period
    July 1, 2025 population estimate; 2020-2024 ACS-based characteristics; 2022 economic sales data
    Scope
    Eugene city, Oregon
    Locator
    Population, housing, economy, transportation, income and poverty tables
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  5. 5
    Facts and Figures

    Used for: University of Oregon total enrollment, fall 2025

    Publisher
    University of Oregon
    Data period
    Fall 2025 enrollment; FY2024 research and economic-impact metrics
    Scope
    University of Oregon, primarily Eugene campus with statewide impact metrics
    Locator
    At a Glance; Research That Makes a Difference; Wider Impact
    Source tier
    Tier 1 · public institution
    Accessed
    August 18, 2026
  6. 6
    Transparency - Committed to Accountability at UO

    Used for: University of Oregon faculty, administrators, classified staff and graduate employees

    Publisher
    University of Oregon
    Data period
    Current institutional workforce information accessed August 2026
    Scope
    University of Oregon
    Locator
    Faculty and staff; students
    Source tier
    Tier 1 · public institution
    Accessed
    August 18, 2026
  7. 7
    Procurement

    Used for: University of Oregon competitive procurement thresholds and minimum posting periods

    Publisher
    University of Oregon Purchasing and Contracting Services
    Data period
    Current procurement thresholds and posting periods accessed August 2026
    Scope
    University of Oregon purchasing and contracting
    Locator
    RFP, RFQ, Alternative Procurement and Sole Source criteria and processes
    Source tier
    Tier 1 · public institution
    Accessed
    August 18, 2026
  8. 8
    Occupational Employment and Wages in Eugene-Springfield — May 2025

    Used for: Mean hourly wage for all occupations, May 2025, Mean hourly wage for food preparation and serving related occupations, May 2025, Mean hourly wage for building and grounds cleaning and maintenance occupations, May 2025, Mean hourly wage for construction and extraction occupations, May 2025, and Mean hourly wage for installation, maintenance and repair occupations, May 2025

    Publisher
    U.S. Bureau of Labor Statistics
    Published
    June 30, 2026
    Data period
    May 2025
    Scope
    Eugene-Springfield, OR Metropolitan Statistical Area
    Locator
    Table A major occupational groups and detailed office/admin discussion
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  9. 9
    Eugene-Springfield, OR Economy at a Glance

    Used for: Preliminary unemployment rate, June 2026 and Preliminary 12-month change in total nonfarm employment, June 2026

    Publisher
    U.S. Bureau of Labor Statistics
    Data period
    June 2026 preliminary labor-force and payroll-employment data
    Scope
    Eugene-Springfield, OR Metropolitan Statistical Area
    Locator
    Labor Force Data and Nonfarm Wage and Salary Employment
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  10. 10
    Oregon Minimum Wage

    Used for: Oregon standard minimum wage applicable in Lane County from July 1, 2026

    Publisher
    Oregon Bureau of Labor and Industries
    Data period
    Rates effective July 1, 2026 through June 30, 2027
    Scope
    Oregon; Lane County is in the standard-rate area
    Locator
    2026-2027 minimum wage rate table
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  11. 11
    Lane County Energy Profile 2024

    Used for: Homes built before 1990 in Lane County energy profile

    Publisher
    Oregon Department of Energy
    Data period
    2023 population and household metrics; 2024 profile
    Scope
    Lane County, Oregon; county seat Eugene
    Locator
    Homes, poverty and energy burden, household profile
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  12. 12
    Fees

    Used for: Eugene Construction Excise Tax rate for covered improvements and Construction Excise Tax applicability

    Publisher
    City of Eugene
    Data period
    Current fee guidance accessed August 2026
    Scope
    City of Eugene
    Locator
    Construction Excise Tax section
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  13. 13
    Development Standards

    Used for: Stormwater standards apply to development of new and replaced impervious surfaces

    Publisher
    City of Eugene
    Data period
    Current stormwater development standards accessed August 2026
    Scope
    City of Eugene development subject to stormwater standards
    Locator
    Stormwater Development Standards and Eugene Code 9.6790-9.6976 summary
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  14. 14
    Development Standards - Operations and Maintenance

    Used for: Privately maintained stormwater facilities require O&M documentation and maintenance records

    Publisher
    City of Eugene
    Data period
    Current requirements accessed August 2026
    Scope
    Stormwater facilities subject to Eugene Code 9.6797
    Locator
    Operations and Maintenance; privately operated and maintained facilities
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  15. 15
    Signs

    Used for: Business sign standards vary by business location and property zone

    Publisher
    City of Eugene
    Data period
    Current sign-permit guidance accessed August 2026
    Scope
    City of Eugene with property-zone and special-area variation
    Locator
    Prepare, zoning, sign standards, prohibited signs and permit process
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  16. 16
    Residential Parking Permits

    Used for: Residential parking zones use posted time limits and address-based permits

    Publisher
    City of Eugene
    Data period
    Current permit-zone rules accessed August 2026
    Scope
    Designated residential parking zones in Eugene
    Locator
    Eligibility, permit types, posted time limits and general permit rules
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  17. 17
    Monthly Parking Permits

    Used for: Current on-street commuter-zone monthly parking rates

    Publisher
    City of Eugene
    Data period
    Current rates and rules accessed August 2026
    Scope
    Downtown, university-adjacent and designated commuter parking facilities/zones in Eugene
    Locator
    Permit locations and rates; on-street commuter zones; waitlist and restrictions
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  18. 18
    Downtown Activity Permits

    Used for: Downtown Activity Zone uses activity-specific permits on public property

    Publisher
    City of Eugene
    Data period
    Current Downtown Activity Zone permit framework accessed August 2026
    Scope
    Downtown Activity Zone, Eugene
    Locator
    A-frame signs, cafe seating, events, food trucks, amplified sound and sales on public property
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  19. 19
    Downtown

    Used for: Share of residents who visit Downtown and do so at least monthly, 2025 Community Survey and Housing units added within Downtown Plan boundary through FY2025

    Publisher
    City of Eugene
    Data period
    FY2023-FY2025 housing additions and 2025 Community Survey
    Scope
    Downtown Plan boundary and resident survey of Downtown Eugene
    Locator
    Key Performance Indicators, Downtown Visits, housing units added
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  20. 20
    Urban Growth Strategies

    Used for: Eugene is evaluating current and future employment land supply and whether UGB expansion is needed

    Publisher
    City of Eugene
    Data period
    Active 2026 planning and adoption process
    Scope
    Eugene urban growth boundary and long-range land supply
    Locator
    Housing and Jobs Actions; Study Land Supply Needs; Employment Land Supply Study
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  21. 21
    Clear Lake Development Strategy

    Used for: Clear Lake UGB expansion area

    Publisher
    City of Eugene
    Data period
    Current strategy for the adopted UGB expansion
    Scope
    Clear Lake area, northwest Eugene
    Locator
    Introduction, UGB expansion, Jobs & Economic Growth
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  22. 22
    FAQs: What to know about the Amazon development

    Used for: Permitted e-commerce distribution facility in Clear Lake Industrial Area as of June 18, 2026

    Publisher
    City of Eugene
    Published
    December 8, 2025
    Data period
    Updated June 18, 2026
    Scope
    84-acre site in Clear Lake Industrial Area, west Eugene
    Locator
    Facility size, location, UGB history and permit issuance
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  23. 23
    Eugene, OR Industrial & Warehouse Space for Rent

    Used for: Current Eugene flex-industrial listings shown by CommercialSearch

    Publisher
    CommercialSearch
    Data period
    Current listings accessed August 2026
    Scope
    Eugene, Oregon industrial listings
    Locator
    Flex - Industrial listing count and listed square footage
    Source tier
    Tier 4 · directional commercial
    Accessed
    August 18, 2026
  24. 24
    1120-1130 Bailey Hill Rd., Eugene, OR 97402

    Used for: Bailey Hill Industrial Park includes small warehouse suites

    Publisher
    CommercialCafe
    Published
    June 29, 2026
    Data period
    Listing updated June 29, 2026
    Scope
    Bailey Hill Industrial Park, Eugene, Oregon
    Locator
    Property description, small warehouse suites and lease-rate information
    Source tier
    Tier 4 · directional commercial
    Accessed
    August 18, 2026
  25. 25
    2023 County Business Patterns

    Used for: County Business Patterns supports detailed NAICS but not city-place geography

    Publisher
    U.S. Census Bureau
    Published
    June 26, 2025
    Data period
    Calendar year 2023
    Scope
    County, metropolitan, ZIP Code and other supported geographies; detailed NAICS
    Locator
    Dataset description, geography and industry coverage
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026
  26. 26
    Business Licenses

    Used for: Eugene does not issue a general business license to all businesses

    Publisher
    City of Eugene
    Data period
    Current licensing framework accessed August 2026
    Scope
    City of Eugene
    Locator
    When a License is Needed and Registration Required
    Source tier
    Tier 1 · government
    Accessed
    August 18, 2026

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