70.8 average across 2 concepts
Local operating-model alignment analysis
Best Franchise Opportunities We Assessed in Grand Rapids, Michigan
We compared 14 franchise concepts for Grand Rapids, Michigan. Local business 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.
14Concepts evaluated
26Sources used
20Primary sources
24Local 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
1.2 points average among 11 affected concepts
Tested rank range spans 12 positions
Executive conclusion
What the ranking means for Grand Rapids, Michigan
City Wide, Jan-Pro International, 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 1 point on average. 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 | 73.4Tier 2 · Favorable modeled alignment | +3.4 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 2 | Jan-Pro InternationalCommercial cleaningInvestment: $130,000–$421,500 | 72.8Tier 2 · Favorable modeled alignment | +2.8 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 3 | FASTSIGNSSigns and graphicsInvestment: $231,226–$386,285 | 72.4Tier 2 · Favorable modeled alignment | +2.4 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 4 | ActionCOACHBusiness coachingInvestment: $71,668–$303,513 | 71.8Tier 3 · Mixed modeled alignment | +1.8 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 5 | HomeSmilesProperty maintenance servicesInvestment: $148,110–$201,800 | 71.6Tier 3 · Mixed modeled alignment | +1.6 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 6 | ZOOM DRAINDrain and sewer serviceInvestment: $266,250–$570,500 | 71.4Tier 3 · Mixed modeled alignment | +1.0 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 7 | Mr. RooterPlumbingInvestment: $152,900–$298,675 | 71.2Tier 3 · Mixed modeled alignment | +1.0 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 8 | Aire ServHVAC installation, repair, and maintenanceInvestment: $113,308–$271,708 | 71.2Tier 3 · Mixed modeled alignment | +0.9 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 9 | Rainbow International RestorationRestorationInvestment: $185,336–$351,900 | 70.9Tier 3 · Mixed modeled alignment | +0.7 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 10 | Mister Sparky ElectricElectrical | 70.8Tier 3 · Mixed modeled alignment | +0.8 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
Conditions that changed the analysis
What mattered most in Grand Rapids, Michigan
Large resident, household and employer base supports locally oriented business demand
This relationship affected 10 concepts and added 1 point on average among those exposed. Local evidence: Estimated households, 2020-2024: 80,222 households. [4]
labor_anchor_role_overlap
Apply the institutional demand channel to franchises that sell relevant facility or commercial services into healthcare institutions. Keep labor effects neutral unless the franchise labor profile overlaps with documented healthcare roles and current pay/hiring evidence. [6] [7] [10]
asset-light-b2b
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. [4] [7] [6] [26] [5] [21]
Evidence behind the city mechanisms
Large resident, household and employer base supports locally oriented business demand1 modeled effect
Local business demandTarget-market demand
Large pre-1978 housing stock creates a broad installed base for age-sensitive property service and replacement work1 modeled effect
Replacement and repair demandProperty replacement-cycle demand
New 12,000-seat amphitheater creates event-driven demand spikes and event-day operating variance near the venue1 local fact · 2 modeled effects · 2 sources
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 2 · Favorable modeled alignment73.4
City Wide
Initial investment: $229,729–$410,730
Increase +3.4 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand | +3.4 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 confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +3.4 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 73.38 |
| Published local-market alignment | 73.4 |
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
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +3.4 pts
- Tested rank range
- #1–#13
#2Tier 2 · Favorable modeled alignment72.8
Jan-Pro International
Initial investment: $130,000–$421,500
Increase +2.8 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand | +2.8 pts | |
| Net local movement | +2.76 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 confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +2.8 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 72.76 |
| Published local-market alignment | 72.8 |
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
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +2.8 pts
- Tested rank range
- #2–#14
#3Tier 2 · Favorable modeled alignment72.4
FASTSIGNS
Initial investment: $231,226–$386,285
Increase +2.4 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand | +2.4 pts | |
| Net local movement | +2.36 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 confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +2.4 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 72.36 |
| Published local-market alignment | 72.4 |
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
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +2.4 pts
- Tested rank range
- #3–#11
#4Tier 3 · Mixed modeled alignment71.8
ActionCOACH
Initial investment: $71,668–$303,513
Increase +1.8 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand | +1.8 pts | |
| Net local movement | +1.80 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 confused with missing, conditional, or non-applicable evidence.
| 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 | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.80 |
| Published local-market alignment | 71.8 |
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
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.8 pts
- Tested rank range
- #4–#10
#5Tier 3 · Mixed modeled alignment71.6
HomeSmiles
Initial investment: $148,110–$201,800
Increase +1.6 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand | +1.6 pts | |
| Net local movement | +1.60 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 confused with missing, conditional, or non-applicable evidence.
| 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 | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.60 |
| Published local-market alignment | 71.6 |
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
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.6 pts
- Tested rank range
- #5–#8
#6Tier 3 · Mixed modeled alignment71.4
ZOOM DRAIN
Initial investment: $266,250–$570,500
Increase +1.0 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 factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +1.0 pts |
| Target-market demand |
| +0.4 pts |
| Net local movement | +1.35 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 confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.4 |
| Property replacement-cycle demand | +1.0 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.35 |
| Published local-market alignment | 71.4 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +1.0 pts
- Tested rank range
- #1–#6
#7Tier 3 · Mixed modeled alignment71.2
Mr. Rooter
Initial investment: $152,900–$298,675
Increase +1.0 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 factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +1.0 pts |
| Target-market demand |
| +0.3 pts |
| Net local movement | +1.25 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 confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.3 |
| Property replacement-cycle demand | +1.0 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.25 |
| Published local-market alignment | 71.2 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +1.0 pts
- Tested rank range
- #2–#8
#8Tier 3 · Mixed modeled alignment71.2
Aire Serv
Initial investment: $113,308–$271,708
Increase +0.9 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 factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +0.9 pts |
| Target-market demand |
| +0.3 pts |
| Net local movement | +1.21 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
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 confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.3 |
| Property replacement-cycle demand | +0.9 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.21 |
| Published local-market alignment | 71.2 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.9 pts
- Tested rank range
- #3–#8
#9Tier 3 · Mixed modeled alignment70.9
Rainbow International Restoration
Initial investment: $185,336–$351,900
Increase +0.7 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 factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +0.7 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 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 confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.2 |
| Property replacement-cycle demand | +0.7 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.89 |
| Published local-market alignment | 70.9 |
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
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.7 pts
- Tested rank range
- #6–#10
#10Tier 3 · Mixed modeled alignment70.8
Mister Sparky Electric
Increase +0.8 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 factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +0.8 pts |
| Net local movement | +0.81 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 confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | +0.8 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.81 |
| Published local-market alignment | 70.8 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.8 pts
- Tested rank range
- #4–#12
#11Tier 3 · Mixed modeled alignment70.7
PuroClean
Initial investment: $54,575–$262,145
Increase +0.7 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 factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +0.7 pts |
| Net local movement | +0.71 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 confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | +0.7 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.71 |
| Published local-market alignment | 70.7 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.7 pts
- Tested rank range
- #5–#13
#12Tier 3 · Mixed modeled alignment70.6
Pillar To Post Home Inspectors
Initial investment: $102,690–$134,290
Increase +0.4 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 factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +0.4 pts |
| Target-market demand |
| +0.2 pts |
| Net local movement | +0.58 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 confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.2 |
| Property replacement-cycle demand | +0.4 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.58 |
| Published local-market alignment | 70.6 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.4 pts
- Tested rank range
- #7–#12
#13Tier 3 · Mixed modeled alignment70.2
Tiger Adjusters
Initial investment: $43,050–$159,500
Increase +0.2 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.2 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 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 confused with missing, conditional, or non-applicable evidence.
| 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 | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.25 |
| 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
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.2 pts
- Tested rank range
- #9–#13
#14Tier 3 · Mixed modeled alignment70.0
Workout Anytime
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 confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | Not applicable to this operating model |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.00 |
| Published local-market alignment | 70.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Strong
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Strong
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #12–#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 confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +3.4 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Depends on the specific site, territory, or operating condition |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Measured; no meaningful local adjustment |
| Territory quality | Not included in the score |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 73.38 |
| Published local-market alignment | 73.4 |
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, 14 concepts changed position. City Wide moved from #1 to #10, the largest movement among concepts directly affected by this factor.
Concepts adjusted11 of 14
Average among affected+1.2 pts
Average across all concepts+1.0 pts
Concepts changing rank14
What we observed
- Downtown Grand Rapids Co Locates Van Andel Institute, Msu College Of Human Medicine And Msu Research Center Adjacent To Major Hospitals; Vai Supports More Than 400 Scientists, Educators And Staffvan andel staff minimum: 400; institutions: Van Andel Institute, Michigan State University College of Human Medicine, Michigan State University Research Center, Corewell Health hospital facilities institutional cluster
- Resident Population Estimate On July 1, 2025201,183 people
- Estimated Households, 2020 202480,222 households
Concepts helped most
City WideFacility management
+3.4 pts
Jan-Pro InternationalCommercial cleaning
+2.8 pts
FASTSIGNSSigns and graphics
+2.4 pts
ActionCOACHBusiness coaching
+1.8 pts
HomeSmilesProperty maintenance services
+1.6 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, 8 concepts changed position. Mister Sparky Electric moved from #10 to #13, the largest movement among concepts directly affected by this factor.
Concepts adjusted7 of 14
Average among affected+0.8 pts
Average across all concepts+0.4 pts
Concepts changing rank8
What we observed
- More Than 30,000 Homes In Grand Rapids Were Built Before 197830,000 homes minimum
- 2023 Update Estimated 14,106 Additional/replacement Dwelling Units Would Be Needed In The City By 2027 To Accommodate Household Growth And Older Home Replacement14,106 dwelling units projected need
Concepts helped most
ZOOM DRAINDrain and sewer service
+1.0 pts
Mr. RooterPlumbing
+1.0 pts
Aire ServHVAC installation, repair, and maintenance
+0.9 pts
Mister Sparky ElectricElectrical
+0.8 pts
PuroCleanRestoration
+0.7 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 ActionCOACHHighly sensitive · tested #4–#10
#5 HomeSmilesModerately sensitive · tested #5–#8
#6 ZOOM DRAINHighly sensitive · tested #1–#6
#7 Mr. RooterHighly sensitive · tested #2–#8
#8 Aire ServHighly sensitive · tested #3–#8
#9 Rainbow International RestorationHighly sensitive · tested #6–#10
#10 Mister Sparky ElectricHighly sensitive · tested #4–#12
#11 PuroCleanHighly sensitive · tested #5–#13
#12 Pillar To Post Home InspectorsHighly sensitive · tested #7–#12
#13 Tiger AdjustersHighly sensitive · tested #9–#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.
Original factor comparison
How each factor affected the highest-rated franchise concepts
The graph includes the top 14 concepts by local-alignment score. Only nonzero score contributions are plotted. A factor is removed when every displayed concept received 0.0 points from it. Hover or focus a concept name to highlight all of its remaining data points.
Primary source records by factorTarget-market demand: [4] [5] [6] [7] [22] [21] [2] [3]Property replacement-cycle demand: [8] [9] [25] [2]Competitive environment: [4] [5] [3]Labor and staffing friction: [10] [11] [12] [6] [1] [2]Transportation, routing, and parking: [13] [22] [24] [25] [3] [1]Real estate and site feasibility: [14] [15] [18] [19] [9] [2] [3]Sales and customer acquisition: [20] [21] [5] [4] [3]Referral ecosystem: [20] [21] [26] [5]Territory quality: [4] [13] [22] [24] [3]Regulatory and operating friction: [16] [17] [18] [19] [3] [1]
View the chart data as a table
| Concept | Target-market demand | Property replacement-cycle demand |
|---|---|---|
| #1 City Wide | +3.4 pts | — |
| #2 Jan-Pro International | +2.8 pts | — |
| #3 FASTSIGNS | +2.4 pts | — |
| #4 ActionCOACH | +1.8 pts | — |
| #5 HomeSmiles | +1.6 pts | — |
| #6 ZOOM DRAIN | +0.4 pts | +1.0 pts |
| #7 Mr. Rooter | +0.3 pts | +1.0 pts |
| #8 Aire Serv | +0.3 pts | +0.9 pts |
| #9 Rainbow International Restoration | +0.2 pts | +0.7 pts |
| #10 Mister Sparky Electric | — | +0.8 pts |
| #11 PuroClean | — | +0.7 pts |
| #12 Pillar To Post Home Inspectors | +0.2 pts | +0.4 pts |
| #13 Tiger Adjusters | +0.2 pts | — |
| #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.
Local evidence assessed for modeling
Category comparisons
Best franchise categories we assessed in Grand Rapids, Michigan
Category summaries are shown only when at least two concepts qualified. Two-concept comparisons are explicitly labeled as limited.
Limited two-concept comparison
70.8Best Restoration franchise opportunities we assessed in Grand Rapids, Michigan
2 Restoration concepts qualified for comparison, with scores ranging from 70.7 to 70.9. Rainbow International Restoration ranked highest at 70.9. Property replacement-cycle demand added 0.7 points on average among the affected concepts.
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
- 70.7–70.9
- Category average
- 70.8
Rainbow International Restoration70.9
PuroClean70.7
Metric registry
The 24 local metrics behind this analysis
The registry shows each public metric’s raw value, period, geography, source, and its actual role in the compiled analysis.
View all local metrics
| Metric | Raw value | Period | Geography | Role in analysis | Source |
|---|---|---|---|---|---|
| Resident population estimate on July 1, 2025 | 201,183people | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic receipts where shown | Grand Rapids, Michigan | Used in scoring | [4] |
| Population change from April 2020 estimate base to July 2025 | 1.2percent | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic receipts where shown | Grand Rapids, Michigan | Context only | [4] |
| Estimated households, 2020-2024 | 80,222households | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 economic receipts where shown | Grand Rapids, Michigan | Used in scoring | [4] |
| City economic-development profile reports more than 11,000 employers and more than 273,000 jobs in the city economic base | employers minimum: 11,000; jobs minimum: 273,000reported counts | Current city economic-development profile accessed August 2026 | Grand Rapids, Michigan | Used in scoring | [5] |
| More than 30,000 homes in Grand Rapids were built before 1978 | 30,000homes minimum | Current program page accessed August 2026 | Grand Rapids, Michigan | Used in scoring | [8] |
| 2023 update estimated 14,106 additional/replacement dwelling units would be needed in the city by 2027 to accommodate household growth and older-home replacement | 14,106dwelling units projected need | 2023 Housing Needs Assessment update with need projected through 2027 | Grand Rapids, Michigan | Used in scoring | [9] |
| Corewell Health listed as the largest Grand Rapids-area employer in the City FY2027 preliminary fiscal plan | 25,000employees | FY2027 Preliminary Fiscal Plan; employer table sourced to The Right Place 2024 | Grand Rapids metropolitan area | Used in scoring | [6] |
| Downtown Grand Rapids co-locates Van Andel Institute, MSU College of Human Medicine and MSU Research Center adjacent to major hospitals; VAI supports more than 400 scientists, educators and staff | van andel staff minimum: 400; institutions: Van Andel Institute, Michigan State University College of Human Medicine, Michigan State University Research Center, Corewell Health hospital facilitiesinstitutional cluster | FY2026; institutional profile current at publication | Downtown Grand Rapids / Medical Mile | Used in scoring | [7] [26] |
| Mean hourly wage for all occupations versus U.S. average in May 2025 | grand rapids msa: 29.16; united states: 33.54usd per hour | May 2025 | Grand Rapids-Wyoming-Kentwood, MI MSA | Context only | [10] |
| Selected frontline major-occupation mean hourly wages versus U.S. averages in May 2025 | food preparation and serving: grand rapids msa: 17.92, united states: 17.86; building and grounds cleaning maintenance: grand rapids msa: 18.49, united states: 19.66; sales related: grand rapids msa: 25.54, united states: 26.43; office administrative support: grand rapids msa: 23.62, united states: 24.79usd per hour | May 2025 | Grand Rapids-Wyoming-Kentwood, MI MSA | Context only | [10] |
| Selected skilled-trade major-occupation mean hourly wages versus U.S. averages in May 2025 | construction and extraction: grand rapids msa: 30.15, united states: 31.42; installation maintenance and repair: grand rapids msa: 28.68, united states: 30.44usd per hour | May 2025 | Grand Rapids-Wyoming-Kentwood, MI MSA | Context only | [10] |
| Metropolitan unemployment rate in May 2026 | 4.4percent | Labor force and employment through June 2026; extracted August 7, 2026 | Grand Rapids-Wyoming-Kentwood, MI MSA | Context only | [11] |
| Michigan minimum hourly wage effective January 1, 2026 | 13.73usd per hour | Rates effective January 1, 2026 and January 1, 2027 | Michigan | Context only | [12] |
| Odd-even and one-side parking restrictions apply on signed streets each year from November 1 through April 1; odd/even restrictions operate from 1:00 a.m. to 6:00 p.m. | season start: 11-01; season end: 04-01; odd even restricted hours: 01:00-18:00; both sides allowed hours: 18:00-01:00rule | Recurring annual restrictions, November 1 through April 1 | Grand Rapids streets designated with seasonal parking signs | Conditional relationship | [13] [3] |
| West Michigan industrial vacancy and average asking rent in Q1 2026 | vacancy rate: 3.4; average asking rent nnn: 6.53percent and usd per sqft | Q1 2026 | West Michigan industrial market | Conditional relationship | [14] |
| Flex space in the West Michigan industrial market commanded asking-rent premiums above $10 per square foot in Q4 2025 while overall industrial vacancy was 3.7% | flex asking rent floor: 10; overall industrial vacancy rate: 3.7usd per sqft and percent | Q4 2025 | West Michigan industrial market | Conditional relationship | [15] [2] |
| All private-property signage requires a City sign permit and review against the zoning ordinance and Michigan Building Code | permit requiredcategorical | Current rules accessed August 2026 | Grand Rapids, Michigan | Conditional relationship | [16] [17] |
| Exterior changes, improvements or repairs to covered historic properties require Certificate of Appropriateness review | certificate of appropriateness requiredcategorical | Current historic-preservation process accessed August 2026 | Grand Rapids designated historic districts and landmark properties | Conditional relationship | [18] [3] |
| Kent County Drain Commissioner development-review fees include $250 for industrial/commercial development of 10 acres or less, $350 for 11 acres or more, and $9 per lot for preliminary plats with 23 or more lots | industrial commercial 10 acres or less: 250; industrial commercial 11 acres or more: 350; preliminary plat 23 or more lots per lot: 9usd | Current Development Review Fee Schedule accessed August 2026; site-development rules updated March 2025 | Kent County, Michigan | Context only | [19] [1] |
| City vendors must register in the City financial system; bid opportunities are available through Vendor Self Service and the MITN Purchasing Group | formal vendor registration and bid systemcategorical | Current procurement process accessed August 2026 | City of Grand Rapids | Context only | [20] |
| Corewell Health maintains a supplier-registration process and formal supplier requirements for vendors and contractors | formal supplier registration and requirementscategorical | Current supplier requirements accessed August 2026 | Corewell Health | Used in scoring | [21] |
| Acrisure Amphitheater entered its inaugural season in 2026 as a 12,000-seat venue; the City created a dedicated mobility plan for event access | 12,000seats | 2026 inaugural season | Acrisure Amphitheater and surrounding downtown access area | Supports modeled relationship | [22] [23] |
| Grand River Restoration Lower Reach construction broke ground June 1, 2026 under a $14.56 million construction contract | contract value: 14,560,000; status: construction active; lower reach: I-196 to Fulton Streetusd and status | Lower Reach construction active beginning June 2026 | Grand River downtown corridor, Lower Reach | Context only | [24] |
| City climate planning identifies heavy rainfall and flooding as current hazards and describes decreased freeze-thaw cycles under changing seasonal conditions | heavy rain flooding with decreased freeze thaw cyclescategorical | Plan adopted August 2025; current climate-risk framework | Grand Rapids, Michigan | Context only | [25] |
How to use the ranking
What the model can and cannot establish
- Scores measure local operating alignment, not expected financial performance or franchise-system quality.
- Citywide evidence may not describe the exact site or territory ultimately offered.
- Conditional effects are shown for diligence but do not change the published score until their applicability is established.
Methodology
How the local-alignment ranking is calculated
Measure the city
Collect reusable local metrics with source, period, geography, and confidence fields.
Profile each operating model
Map each franchise to controlled operating attributes and local sensitivities.
Apply scoreable effects
Score only effects that apply without an unresolved site, territory, customer, or project gate.
Preserve conditional effects
Keep location- or territory-dependent issues visible for diligence without automatically changing the score.
Test rank sensitivity
Remove one factor at a time from every concept and rerank using full-precision scores.
Generate public output
Create the ranking, factor-status ledger, visuals, metric registry, and automated quality report from the same data.
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 73.38 after target-market demand +3.4 pts. The current model caps total local movement at ±18.0 points. The score is not a percentage, probability, or estimate of investment quality.
Precision and materiality
Calculations use full-precision values. Published scores and factor contributions display one decimal place, while ranks use full precision. Effects smaller than 0.1 points are identified as below the publication threshold rather than presented as a meaningful zero.
Score tiers
Tier 1 · Strongest modeled alignment80.0–100.0
Tier 2 · Favorable modeled alignment72.0–<80.0
Tier 3 · Mixed modeled alignment64.0–<72.0
Tier 4 · Higher-friction modeled alignment0.0–<64.0
How factor rows are classified
Positive local adjustmentNegative local adjustmentMeasured; no meaningful local adjustmentEffect below the publication thresholdNot applicable to this operating modelDepends on the specific site, territory, or operating conditionNot included in the score
What “best” means here
“Best” means the strongest modeled local operating alignment among the franchise concepts assessed on this page.
Model governance
How this report is calculated and corrected
Calculation controls
- Model designer
- Thomas Jepsen
No concept’s final score is manually raised or lowered after calculation. Before this template is activated, the report is reviewed for source scope, classification, arithmetic, unsupported claims, duplication, and readability.
Model history
- Model 0.9.0-calibration · August 19, 2026Added compiler-derived decision intelligence and observation usage mapping., Changed factor sensitivity and channel counterfactuals to full model reruns., Added data-dependent city content signals while preserving legacy public report fields., and Added model-owned semantic compatibility gates and backward-compatible channel-level evidence attribution.
Corrections policy
Corrected source, geography, or operating-profile evidence triggers a full compiler rerun so every dependent score and visual is recalculated.
Source registry
Evidence represented in this report
Each source identifies its period, scope, and the local metrics it supports. Internal or supplied research is not presented as independently accessible evidence.
- 1Forensic Audit of Municipal Structural Constraints and Deal-Killer LiabilitiesInternal or supplied research; not publicly accessible.
Used for: Kent County Drain Commissioner development-review fees include $250 for industrial/commercial development of 10 acres or less, $350 for 11 acres or more, and $9 per lot for preliminary plats with 23 or more lots
- 2Strategic Utility Delta Audit: Structural Inefficiencies and CRE Arbitrage Across Local U.S. MarketsInternal or supplied research; not publicly accessible.
Used for: Flex space in the West Michigan industrial market commanded asking-rent premiums above $10 per square foot in Q4 2025 while overall industrial vacancy was 3.7%
- 3Franchise data - remake - B startInternal or supplied research; not publicly accessible.
Used for: Odd-even and one-side parking restrictions apply on signed streets each year from November 1 through April 1; odd/even restrictions operate from 1:00 a.m. to 6:00 p.m. and Exterior changes, improvements or repairs to covered historic properties require Certificate of Appropriateness review
- 4QuickFacts: Grand Rapids city, Michigan
Used for: Resident population estimate on July 1, 2025, Population change from April 2020 estimate base to July 2025, and Estimated households, 2020-2024
- 5Why Grand Rapids is right for your business
Used for: City economic-development profile reports more than 11,000 employers and more than 273,000 jobs in the city economic base
- 62026-04-28 Committee of the Whole Briefing
Used for: Corewell Health listed as the largest Grand Rapids-area employer in the City FY2027 preliminary fiscal plan
- 7FY 2026 Final Fiscal Plan
Used for: Downtown Grand Rapids co-locates Van Andel Institute, MSU College of Human Medicine and MSU Research Center adjacent to major hospitals; VAI supports more than 400 scientists, educators and staff
- 8Lead Abatement Contractors
Used for: More than 30,000 homes in Grand Rapids were built before 1978
- 9City Housing Policy Amendments
Used for: 2023 update estimated 14,106 additional/replacement dwelling units would be needed in the city by 2027 to accommodate household growth and older-home replacement
- 10Occupational Employment and Wages in Grand Rapids-Wyoming-Kentwood — May 2025
Used for: Mean hourly wage for all occupations versus U.S. average in May 2025, Selected frontline major-occupation mean hourly wages versus U.S. averages in May 2025, and Selected skilled-trade major-occupation mean hourly wages versus U.S. averages in May 2025
- 11Grand Rapids-Wyoming, MI Economy at a Glance
Used for: Metropolitan unemployment rate in May 2026
- 12Minimum Wage and Overtime FAQ
Used for: Michigan minimum hourly wage effective January 1, 2026
- 13Odd-Even and One-Side Seasonal Parking Restrictions
Used for: Odd-even and one-side parking restrictions apply on signed streets each year from November 1 through April 1; odd/even restrictions operate from 1:00 a.m. to 6:00 p.m.
- 14West Michigan Industrial Market Report | Q1 2026
Used for: West Michigan industrial vacancy and average asking rent in Q1 2026
- 15West Michigan Industrial Market Report | Q4 2025
Used for: Flex space in the West Michigan industrial market commanded asking-rent premiums above $10 per square foot in Q4 2025 while overall industrial vacancy was 3.7%
- 16Signs
Used for: All private-property signage requires a City sign permit and review against the zoning ordinance and Michigan Building Code
- 17Sign Permit
Used for: All private-property signage requires a City sign permit and review against the zoning ordinance and Michigan Building Code
- 18Apply for a Certificate of Appropriateness for an Existing Structure
Used for: Exterior changes, improvements or repairs to covered historic properties require Certificate of Appropriateness review
- 19Rules & Fees
Used for: Kent County Drain Commissioner development-review fees include $250 for industrial/commercial development of 10 acres or less, $350 for 11 acres or more, and $9 per lot for preliminary plats with 23 or more lots
- 20Purchasing
Used for: City vendors must register in the City financial system; bid opportunities are available through Vendor Self Service and the MITN Purchasing Group
- 21Suppliers, Contractors and Vendors
Used for: Corewell Health maintains a supplier-registration process and formal supplier requirements for vendors and contractors
- 22City unveils new trip planning website and comprehensive mobility plan for Acrisure Amphitheater’s inaugural season
Used for: Acrisure Amphitheater entered its inaugural season in 2026 as a 12,000-seat venue; the City created a dedicated mobility plan for event access
- 23City Manager presents $785.4 million FY2027 Preliminary Fiscal Plan to the City Commission
Used for: Acrisure Amphitheater entered its inaugural season in 2026 as a 12,000-seat venue; the City created a dedicated mobility plan for event access
- 24Grand Rapids breaks ground on Grand River Restoration – Lower Reach
Used for: Grand River Restoration Lower Reach construction broke ground June 1, 2026 under a $14.56 million construction contract
- 25The Grand Rapids Climate Action & Adaptation Plan
Used for: City climate planning identifies heavy rainfall and flooding as current hazards and describes decreased freeze-thaw cycles under changing seasonal conditions
- 26Incubation Spaces
Used for: Downtown Grand Rapids co-locates Van Andel Institute, MSU College of Human Medicine and MSU Research Center adjacent to major hospitals; VAI supports more than 400 scientists, educators and staff
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.