70.5 average across 2 concepts
Local operating-model alignment analysis
Best Franchise Opportunities We Assessed in Canton, Ohio
We compared 14 franchise concepts for Canton, Ohio. Healthcare institutional service 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
25Sources used
15Primary sources
26Local metrics
Evaluation set
Why these concepts were evaluated
This is not a ranking of every franchise that may be offered in the city.
14Concepts assessed
Concepts were included when enough operating-model information existed to assign a provisional local-sensitivity profile. Unresolved inputs reduce confidence or remain conditional rather than automatically excluding a concept.
A brand’s participation in our referral network does not add points or change its position.
City-level conclusions
What stood out in our assessment
0.6 points average among 6 affected concepts
Tested rank range spans 12 positions
Executive conclusion
What the ranking means for Canton, Ohio
City Wide, Jan-Pro International, and Rainbow International Restoration produced the highest modeled local-alignment scores in the evaluated set. Healthcare institutional service demand was the strongest positive scored mechanism among 6 exposed concepts, adding 0.6 points on average. City Wide was especially relationship-sensitive: removing healthcare institutional service 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.
| Rank | Franchise | Alignment and tier | Largest advantage | Largest constraint | Evidence confidence |
|---|---|---|---|---|---|
| 1 | City WideFacility managementInvestment: $229,729–$410,730 | 71.3Tier 3 · Mixed modeled alignment | +1.3 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 2 | Jan-Pro InternationalCommercial cleaningInvestment: $130,000–$421,500 | 71.0Tier 3 · Mixed modeled alignment | +1.0 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 3 | Rainbow International RestorationRestorationInvestment: $185,336–$351,900 | 70.6Tier 3 · Mixed modeled alignment | +0.4 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 4 | ZOOM DRAINDrain and sewer serviceInvestment: $266,250–$570,500 | 70.5Tier 3 · Mixed modeled alignment | +0.5 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 5 | FASTSIGNSSigns and graphicsInvestment: $231,226–$386,285 | 70.5Tier 3 · Mixed modeled alignment | +0.5 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 6 | Mr. RooterPlumbingInvestment: $152,900–$298,675 | 70.5Tier 3 · Mixed modeled alignment | +0.5 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 7 | HomeSmilesProperty maintenance servicesInvestment: $148,110–$201,800 | 70.5Tier 3 · Mixed modeled alignment | +0.5 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 8 | Aire ServHVAC installation, repair, and maintenanceInvestment: $113,308–$271,708 | 70.5Tier 3 · Mixed modeled alignment | +0.5 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 9 | Mister Sparky ElectricElectrical | 70.4Tier 3 · Mixed modeled alignment | +0.4 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 10 | PuroCleanRestorationInvestment: $54,575–$262,145 | 70.4Tier 3 · Mixed modeled alignment | +0.4 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
Conditions that changed the analysis
What mattered most in Canton, Ohio
Large healthcare institutions create a substantial institutional service-account base
This relationship affected 6 concepts and added 0.6 points on average among those exposed. Local evidence: Health care and social assistance receipts/revenue in 2022: 1,470,347,000 usd. [4] [21]
The Pro Football Hall of Fame reports more than 10 million lifetime visitors and broad annual visitor origins, while 2026 Enshrinement Week concentrated major events in the Hall of Fame campus and downtown Canton.
The attraction and annual event calendar create real visitor demand, but the evidence supports venue-, corridor-, and date-specific spikes rather than uniform citywide year-round walk-in demand. Event-dependent concepts can benefit during relevant windows while also facing staffing and access variance; unrelated trade areas should not inherit the tourism signal. [12] [13] [1]
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. [10] [21] [4] [11] [3]
Evidence behind the city mechanisms
Large older occupied-housing cohort supports continuing repair and rehabilitation demand1 modeled effect
Replacement and repair demandProperty replacement-cycle demand
Large healthcare institutions create a substantial institutional service-account base1 modeled effect
Healthcare institutional service demandTarget-market demand
Hall of Fame events create concentrated demand spikes and operating variance near event venues and downtown routes2 local facts · 2 modeled effects · 2 sources
- Pro Football Hall of Fame reports more than 10 million lifetime visitors and broad annual visitor origins: lifetime visitors more than: 10,000,000; annual origin coverage: visitors from all 50 states and upward of 70 foreign countries; annual visitor count verified: no visitors and origin description [12]
- 2026 Enshrinement Week concentrated multiple major events in the Hall of Fame campus and downtown Canton: event window: start: 2026-08-05, end: 2026-08-09; grand parade date: 2026-08-08; grand parade location: downtown Canton; grand parade spectator claim: nearly 200,000; spectator claim type: event-organizer projection; other major events: Hall of Fame Game, Class of 2026 Enshrinement, Concert for Legends event schedule and organizer attendance claim [13]
Event-driven demand upsideTarget-market demand
Event-demand volatilityTarget-market demand
Downtown Special Improvement District design review can require site-specific exterior and signage approval1 modeled effect
Signage and prototype adaptation burdenRegulatory and operating friction
Compare all assessed concepts
Local impact by franchise concept
14 concepts shown. Expand a concept to see the score-changing factors and their modeled drivers; the full audit ledger stays collapsed.
#1Tier 3 · Mixed modeled alignment71.3
City Wide
Initial investment: $229,729–$410,730
Increase +1.3 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 factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +1.3 pts |
| Net local movement | +1.33 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 confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +1.3 |
| 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 | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.33 |
| Published local-market alignment | 71.3 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.3 pts
- Tested rank range
- #1–#13
#2Tier 3 · Mixed modeled alignment71.0
Jan-Pro International
Initial investment: $130,000–$421,500
Increase +1.0 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 |
| +1.0 pts |
| Net local movement | +0.97 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 | +1.0 |
| 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 | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.97 |
| Published local-market alignment | 71.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.0 pts
- Tested rank range
- #2–#14
#3Tier 3 · Mixed modeled alignment70.6
Rainbow International Restoration
Initial investment: $185,336–$351,900
Increase +0.4 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 factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +0.4 pts |
| Target-market demand |
| +0.2 pts |
| Net local movement | +0.56 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 | +0.4 |
| 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 | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.56 |
| Published local-market alignment | 70.6 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.4 pts
- Tested rank range
- #3–#6
#4Tier 3 · Mixed modeled alignment70.5
ZOOM DRAIN
Initial investment: $266,250–$570,500
Increase +0.5 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 |
| +0.5 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
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 | +0.5 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.51 |
| Published local-market alignment | 70.5 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.5 pts
- Tested rank range
- #1–#9
#5Tier 3 · Mixed modeled alignment70.5
FASTSIGNS
Initial investment: $231,226–$386,285
Increase +0.5 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: 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 |
| +0.5 pts |
| Regulatory and operating friction | Signage and prototype adaptation burden EvidenceConditional — applicability must be confirmed | Not scored |
| 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
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 | +0.5 |
| 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 | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.51 |
| Published local-market alignment | 70.5 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.5 pts
- Tested rank range
- #3–#11
#6Tier 3 · Mixed modeled alignment70.5
Mr. Rooter
Initial investment: $152,900–$298,675
Increase +0.5 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 |
| +0.5 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
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 | +0.5 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.51 |
| Published local-market alignment | 70.5 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.5 pts
- Tested rank range
- #2–#10
#7Tier 3 · Mixed modeled alignment70.5
HomeSmiles
Initial investment: $148,110–$201,800
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 factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.5 pts |
| Net local movement | +0.50 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 | +0.5 |
| 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 | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.50 |
| Published local-market alignment | 70.5 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.5 pts
- Tested rank range
- #4–#8
#8Tier 3 · Mixed modeled alignment70.5
Aire Serv
Initial investment: $113,308–$271,708
Increase +0.5 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 |
| +0.5 pts |
| Net local movement | +0.47 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 | Not applicable to this operating model |
| Property replacement-cycle demand | +0.5 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.47 |
| Published local-market alignment | 70.5 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.5 pts
- Tested rank range
- #3–#8
#9Tier 3 · Mixed modeled alignment70.4
Mister Sparky Electric
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 |
| Net local movement | +0.43 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 | +0.4 |
| 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 | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.43 |
| Published local-market alignment | 70.4 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.4 pts
- Tested rank range
- #4–#11
#10Tier 3 · Mixed modeled alignment70.4
PuroClean
Initial investment: $54,575–$262,145
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 |
| 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 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 | +0.4 |
| 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 | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.38 |
| Published local-market alignment | 70.4 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.4 pts
- Tested rank range
- #5–#13
#11Tier 3 · Mixed modeled alignment70.2
Pillar To Post Home Inspectors
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 factor | Modeled drivers | Impact |
|---|---|---|
| Property replacement-cycle demand |
| +0.2 pts |
| Net local movement | +0.23 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 | Not applicable to this operating model |
| Property replacement-cycle demand | +0.2 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Measured; no meaningful local adjustment |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.23 |
| Published local-market alignment | 70.2 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.2 pts
- Tested rank range
- #7–#12
#12Tier 3 · Mixed modeled alignment70.2
ActionCOACH
Initial investment: $71,668–$303,513
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 | +0.16 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 | 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 | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.16 |
| Published local-market alignment | 70.2 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.2 pts
- Tested rank range
- #6–#12
#13Tier 3 · Mixed modeled alignment70.0
Tiger Adjusters
Initial investment: $43,050–$159,500
No material positive local adjustment identifiedNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
No material scored local adjustment was identified for this concept.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 19 — Financial Performance Representation
1 image
Public company data assessed
1 sourceFull calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not 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 | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.00 |
| Published local-market alignment | 70.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #8–#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 | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.00 |
| Published local-market alignment | 70.0 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- 0.0 pts
- Tested rank range
- #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 | +1.3 |
| 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 | Not included in the score |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not included in the score |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.33 |
| Published local-market alignment | 71.3 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Starting pointThe operating-model baseline shown in the first ledger row.
InteractionsAny interaction or gate is included in the relevant contribution or calibration row.
Confidence treatmentEvidence confidence is disclosed separately unless the model definition explicitly applies a calibration adjustment.
RoundingFull-precision contributions are summed before the final displayed score is rounded to one decimal place; whole-number results are shown without a trailing decimal.
Factor impact
Which local conditions changed scores or rankings?
We neutralized one factor at a time, recalculated every score, and then measured both absolute score movement and changes in rank order.
Observed model 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. City Wide moved from #1 to #14, the largest movement among concepts directly affected by this factor.
Concepts adjusted6 of 14
Average among affected+0.6 pts
Average across all concepts+0.3 pts
Concepts changing rank14
What we observed
- Health Care And Social Assistance Receipts/revenue In 20221,470,347,000 usd
- Canton Massillon Labor Force And Sector Employment In June 2026civilian labor force thousands: 192.8; employment thousands: 185.6; unemployment thousands: 7.2; unemployment rate percent not seasonally adjusted: 3.8; total nonfarm jobs thousands: 172.4; manufacturing jobs thousands: 24.9; education and health services jobs thousands: 32.6; professional and business services jobs thousands: 16.5; additional values omitted thousands of people jobs and percent
- Aultman Health System Reported Scalebeds: 1,032; active providers more than: 1,000; employees more than: 7,000; scope note: Figures are health-system-wide, not a Canton-city campus employment count. beds providers employees
Concepts helped most
City WideFacility management
+1.3 pts
Jan-Pro InternationalCommercial cleaning
+1.0 pts
FASTSIGNSSigns and graphics
+0.5 pts
HomeSmilesProperty maintenance services
+0.5 pts
Rainbow International RestorationRestoration
+0.2 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, 12 concepts changed position. ZOOM DRAIN moved from #4 to #12, the largest movement among concepts directly affected by this factor.
Concepts adjusted7 of 14
Average among affected+0.4 pts
Average across all concepts+0.2 pts
Concepts changing rank12
What we observed
- Occupied Housing Age Cohorts By Tenure In The Current Consolidated Plan's Source Tablesowner occupied: total units: 14,625, built before 1950 units: 8,635, built before 1950 percent: 59, built 1950 1979 units: 4,885, built 1950 1979 percent: 33, built 1980 1999 units: 525, built 1980 1999 percent: 4, built 2000 or later units: 580, additional values omitted; renter occupied: total units: 15,905, built before 1950 units: 7,120, built before 1950 percent: 45, built 1950 1979 units: 6,710, built 1950 1979 percent: 42, built 1980 1999 units: 1,385, built 1980 1999 percent: 9, built 2000 or later units: 690, additional values omitted housing units and percent
- Derived Share Of Owner And Renter Occupied Units Built Before 1980 In The Source Housing Tables89.6 percent of owner and renter occupied units
- Current City Program Supports Exterior Repair, Substantial Redevelopment, And Renovation Of Existing Housingprogram: Housing Development and Beautification Program; grant categories: exterior facade home repair, substantial development or redevelopment, home purchase assistance; stated program intent: improve existing building stock and increase housing options through repair, redevelopment, and infill program features
Concepts helped most
ZOOM DRAINDrain and sewer service
+0.5 pts
Mr. RooterPlumbing
+0.5 pts
Aire ServHVAC installation, repair, and maintenance
+0.5 pts
Mister Sparky ElectricElectrical
+0.4 pts
PuroCleanRestoration
+0.4 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 Rainbow International RestorationModerately sensitive · tested #3–#6
#4 ZOOM DRAINHighly sensitive · tested #1–#9
#5 FASTSIGNSHighly sensitive · tested #3–#11
#6 Mr. RooterHighly sensitive · tested #2–#10
#7 HomeSmilesHighly sensitive · tested #4–#8
#8 Aire ServHighly sensitive · tested #3–#8
#9 Mister Sparky ElectricHighly sensitive · tested #4–#11
#10 PuroCleanHighly sensitive · tested #5–#13
#11 Pillar To Post Home InspectorsHighly sensitive · tested #7–#12
#12 ActionCOACHHighly sensitive · tested #6–#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.
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] [10] [11] [12] [13] [21] [1] [3]Property replacement-cycle demand: [5] [6] [7] [8] [1]Competitive environment: [25] [4] [23] [24] [1] [3]Labor and staffing friction: [20] [21] [22] [10] [11] [5] [2]Transportation, routing, and parking: [9] [7] [19] [13] [3] [2]Real estate and site feasibility: [23] [24] [18] [16] [17] [15] [14] [1]Sales and customer acquisition: [25] [4] [10] [11] [12] [3]Referral ecosystem: [10] [11] [4] [21] [3]Territory quality: [14] [9] [13] [19] [23] [4] [3]Regulatory and operating friction: [14] [15] [16] [17] [18] [9] [3] [2]
View the chart data as a table
| Concept | Target-market demand | Property replacement-cycle demand |
|---|---|---|
| #1 City Wide | +1.3 pts | — |
| #2 Jan-Pro International | +1.0 pts | — |
| #3 Rainbow International Restoration | +0.2 pts | +0.4 pts |
| #4 ZOOM DRAIN | — | +0.5 pts |
| #5 FASTSIGNS | +0.5 pts | — |
| #6 Mr. Rooter | — | +0.5 pts |
| #7 HomeSmiles | +0.5 pts | — |
| #8 Aire Serv | — | +0.5 pts |
| #9 Mister Sparky Electric | — | +0.4 pts |
| #10 PuroClean | — | +0.4 pts |
| #11 Pillar To Post Home Inspectors | — | +0.2 pts |
| #12 ActionCOACH | +0.2 pts | — |
| #13 Tiger Adjusters | — | — |
| #14 Workout Anytime | — | — |
Interpretation
How to interpret the result
City Wide, Jan-Pro International, Rainbow International Restoration 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, ZOOM DRAIN; their ranks move more widely when individual factors are neutralized.
Category comparisons
Best franchise categories we assessed in Canton, Ohio
Category summaries are shown only when at least two concepts qualified. Two-concept comparisons are explicitly labeled as limited.
Limited two-concept comparison
70.5Best Restoration franchise opportunities we assessed in Canton, Ohio
2 Restoration concepts qualified for comparison, with scores ranging from 70.4 to 70.6. Rainbow International Restoration ranked highest at 70.6. Property replacement-cycle demand added 0.4 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
- 70.4–70.6
- Category average
- 70.5
Rainbow International Restoration70.6
PuroClean70.4
Metric registry
The 26 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 | 69,001people | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measures | Canton, Ohio | Context only | [4] |
| Population change from the April 2020 estimate base to July 2025 | -2.4percent | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measures | Canton, Ohio | Context only | [4] |
| Households, median household income, poverty, and older-adult share | households: 29,302; median household income 2024 dollars: 43,188; persons in poverty percent: 27.4; persons age 65 and over percent: 15.7; owner occupied housing rate percent: 48.7; median owner occupied value 2024 dollars: 97,800; median gross rent 2024 dollars: 850mixed household metrics | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measures | Canton, Ohio | Context only | [4] |
| Health care and social assistance receipts/revenue in 2022 | 1,470,347,000usd | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measures | Canton, Ohio | Used in scoring | [4] |
| Occupied housing age cohorts by tenure in the current Consolidated Plan's source tables | owner occupied: total units: 14,625, built before 1950 units: 8,635, built before 1950 percent: 59, built 1950 1979 units: 4,885, built 1950 1979 percent: 33, built 1980 1999 units: 525, built 1980 1999 percent: 4, built 2000 or later units: 580, additional values omitted; renter occupied: total units: 15,905, built before 1950 units: 7,120, built before 1950 percent: 45, built 1950 1979 units: 6,710, built 1950 1979 percent: 42, built 1980 1999 units: 1,385, built 1980 1999 percent: 9, built 2000 or later units: 690, additional values omittedhousing units and percent | 2024-2028 planning period; housing-age tables use 2013-2017 ACS/CHAS inputs | Canton, Ohio occupied housing | Used in scoring | [5] |
| Derived share of owner- and renter-occupied units built before 1980 in the source housing tables | 89.6percent of owner and renter occupied units | 2024-2028 planning period; housing-age tables use 2013-2017 ACS/CHAS inputs | Canton, Ohio occupied housing | Used in scoring | [5] |
| Current city program supports exterior repair, substantial redevelopment, and renovation of existing housing | program: Housing Development and Beautification Program; grant categories: exterior facade home repair, substantial development or redevelopment, home purchase assistance; stated program intent: improve existing building stock and increase housing options through repair, redevelopment, and infillprogram features | Current program and 2026 program guidelines accessed August 2026 | Eligible City of Canton areas under program rules | Used in scoring | [6] |
| Akron-Canton 1991-2020 winter temperature and snowfall normals | annual snowfall inches: 47.2; january mean max f: 35.5; january mean min f: 20.3; february mean max f: 38.6; february mean min f: 21.9; december mean max f: 39.9; december mean min f: 26.1temperature f and snowfall inches | 1991-2020 climate normals | Akron-Canton Airport (CAK) | Conditional relationship | [7] |
| FHWA research evaluates how multiple freeze-thaw cycles affect pavement performance and lifecycle cost | mechanism studied: multiple shallow freeze-thaw cycles and frost penetration; outcomes studied: pavement performance, service life, construction and maintenance costresearch findings scope | Long-Term Pavement Performance research summarized in FHWA-HRT-06-121 | FHWA Long-Term Pavement Performance study | Context only | [8] |
| Emergency Snow Route parking ban is threshold- and declaration-gated | ordinance: 357.04; snow depth trigger inches minimum: 4; street department active snow removal required: yes; mayor or service director emergency declaration required: yes; applies to: designated Emergency Snow Routes; vehicle consequence: towing at owner expense during active ban; city lane miles: 1,090; snow districts: 13rule and network metrics | Current Ordinance 357.04 guidance accessed August 2026 | City of Canton Emergency Snow Routes | Conditional relationship | [9] |
| Aultman Health System reported scale | beds: 1,032; active providers more than: 1,000; employees more than: 7,000; scope note: Figures are health-system-wide, not a Canton-city campus employment count.beds providers employees | Current institutional profile accessed August 2026 | Aultman Health System serving Stark and surrounding counties | Used in scoring | [10] |
| Cleveland Clinic Mercy Hospital scale in Canton | hospital beds: 476; medical staff members: 620; caregivers: 2,800beds staff caregivers | Current institutional profile accessed August 2026 | Cleveland Clinic Mercy Hospital, Canton, Ohio | Used in scoring | [11] |
| Pro Football Hall of Fame reports more than 10 million lifetime visitors and broad annual visitor origins | lifetime visitors more than: 10,000,000; annual origin coverage: visitors from all 50 states and upward of 70 foreign countries; annual visitor count verified: novisitors and origin description | Current institutional profile accessed August 2026 | Pro Football Hall of Fame, Canton, Ohio | Supports modeled relationship | [12] |
| 2026 Enshrinement Week concentrated multiple major events in the Hall of Fame campus and downtown Canton | event window: start: 2026-08-05, end: 2026-08-09; grand parade date: 2026-08-08; grand parade location: downtown Canton; grand parade spectator claim: nearly 200,000; spectator claim type: event-organizer projection; other major events: Hall of Fame Game, Class of 2026 Enshrinement, Concert for Legendsevent schedule and organizer attendance claim | August 5-9, 2026 Enshrinement Week | Hall of Fame campus and downtown Canton | Conditional relationship | [13] |
| Downtown Special Improvement District exterior development and signs can require Architectural Review Board review | covered geography: downtown area encompassed by the Special Improvement District; certificate of appropriateness: yes; covered work examples: additions, alterations, fences, landscaping, awnings, parking lots, signs; ordinance: 70-2022 / Chapter 1107covered work and geographic gate | Current Chapter 1107 requirements; Ordinance 70-2022 | Downtown Canton | Conditional relationship | [14] |
| City zoning sign permit fee | sign permit fee usd: 100; billboard permit fee usd: 200usd | Current permit schedule accessed August 2026 | Canton, Ohio | Conditional relationship | [15] |
| Current building plan and inspection fee framework | hourly plan and inspection rate 2026 usd: 110; initial plan exam application fee usd: 150; resubmission application fee usd: 200; commercial permit base fee usd: 250; commercial permit project cost formula: USD 10 per USD 1,000 of project cost through USD 5,000, then USD 5 per USD 1,000 above USD 5,000, subject to the ordinance's category rulesusd and fee formula | Fees effective June 1, 2025; hourly plan/inspection rate remains USD 110 in 2026 | Canton, Ohio | Context only | [16] |
| Non-residential sanitary sewer connection permit fee | 1,000usd per nonresidential sanitary connection permit | Current engineering permit schedule accessed August 2026 | Canton, Ohio | Context only | [17] |
| Commercial water connection cost and timing are project-specific | fee components can include: frontage charge, meter/setup fee, service tap, paving, road opening; services over 1 inch require department estimate: yes; larger services can be time and material: yes; site and plumbing plan review required: yes; stated review or service timing up to weeks: 4process requirements | Current commercial-water-service procedure accessed August 2026 | Canton Water Department commercial and industrial service | Context only | [18] |
| City-published 2026 road and sewer project schedule includes citywide paving and corridor-specific work | city paving program: approx centerline miles: 27, estimated cost usd: 4,000,000, scheduled start: Spring 2026, scheduled duration: 6 months, geography: various locations throughout the City; east side interceptor: estimated cost usd: 2,500,000, scheduled start: Fall 2026, scheduled duration: 8 months, scope: approximately 3,478 feet of 42-inch brick sanitary sewer rehabilitation, temporal status as of research: proposed not active unless field status confirms start; west tuscarawas corridor: estimated cost usd: 15,300,000, scheduled start: Fall 2026, scheduled duration: 2 years, temporal status as of research: proposed not active unless field status confirms startproject schedule | Published 2026 project schedule accessed August 2026 | City of Canton | Conditional relationship | [19] |
| Canton-Massillon mean hourly wages for operating-relevant occupational groups compared with the United States | all occupations: canton msa: 27.4, united states: 33.54; food preparation and serving: canton msa: 16.2, united states: 17.86; construction and extraction: canton msa: 30.13, united states: 31.42; installation maintenance and repair: canton msa: 28.06, united states: 30.44; production: canton msa: 23.51, united states: 24.81; transportation and material moving: canton msa: 20.61, united states: 23.96usd per hour | May 2025 | Canton-Massillon, OH | Context only | [20] |
| Canton-Massillon labor force and sector employment in June 2026 | civilian labor force thousands: 192.8; employment thousands: 185.6; unemployment thousands: 7.2; unemployment rate percent not seasonally adjusted: 3.8; total nonfarm jobs thousands: 172.4; manufacturing jobs thousands: 24.9; education and health services jobs thousands: 32.6; professional and business services jobs thousands: 16.5; additional values omittedthousands of people jobs and percent | Labor force and nonfarm employment through June 2026; preliminary where marked by BLS | Canton-Massillon, OH | Used in scoring | [21] |
| Timken's cited corporate contact address is in North Canton rather than the City of Canton | street: 4500 Mount Pleasant St. NW; city: North Canton; state: Ohio; postal code: 44720address | Current contact location accessed August 2026 | North Canton, Ohio | Context only | [22] |
| Canton office-market vacancy and asking rent for the source's covered property universe | office vacancy rate percent: 26.68; average asking rent usd per sqft per year: 15.41; minimum property size in source sqft: 25,000percent and usd per square foot per year | 2024 office market; construction-pipeline information valid as of February 2025 | Canton, Ohio properties at least 25,000 square feet in Yardi Research Data | Context only | [23] [1] |
| Northeast Ohio industrial market conditions in Q1 2026 | overall vacancy rate percent: 6.1; asking rent usd per sqft per year: 4.8; net absorption sqft: -619,700percent usd per square foot and square feet | Q1 2026 | Northeast Ohio industrial market | Context only | [24] |
| County Business Patterns supports detailed NAICS establishment research below the national level | industry detail: 2-through-6-digit NAICS; geographies: county, metropolitan area, ZIP code; measures: establishments, employment, first quarter payroll, annual payrolldataset dimensions | Calendar year 2023 | U.S | 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 71.33 after target-market demand +1.3 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.
- 1Supplied multi-city structural research docket (I 142(8))Internal or supplied research; not publicly accessible.
Used for: Canton office-market vacancy and asking rent for the source's covered property universe
- 2Structural Constraints and Hidden Costs: A Forensic Interrogation of Municipal GeographiesInternal or supplied research; not publicly accessible.
- 3Franchise data - remake - 142(7).csvInternal or supplied research; not publicly accessible.
- 4U.S. Census Bureau QuickFacts: Canton city, Ohio
Used for: Resident population estimate on July 1, 2025, Population change from the April 2020 estimate base to July 2025, Households, median household income, poverty, and older-adult share, and Health care and social assistance receipts/revenue in 2022
- 52024-2028 Consolidated Plan and 2024 Action Plan
Used for: Occupied housing age cohorts by tenure in the current Consolidated Plan's source tables and Derived share of owner- and renter-occupied units built before 1980 in the source housing tables
- 6Housing Development and Beautification Program
Used for: Current city program supports exterior repair, substantial redevelopment, and renovation of existing housing
- 7Akron-Canton Normals
Used for: Akron-Canton 1991-2020 winter temperature and snowfall normals
- 8Effects of Multiple Freeze Cycles and Deep Frost Penetration on Pavement Performance and Cost
Used for: FHWA research evaluates how multiple freeze-thaw cycles affect pavement performance and lifecycle cost
- 9Frequently Asked Questions — Streets: Snow & Ice Removal
Used for: Emergency Snow Route parking ban is threshold- and declaration-gated
- 10About Aultman
Used for: Aultman Health System reported scale
- 11Who We Are | Cleveland Clinic Mercy Hospital
Used for: Cleveland Clinic Mercy Hospital scale in Canton
- 12About Us | Pro Football Hall of Fame
Used for: Pro Football Hall of Fame reports more than 10 million lifetime visitors and broad annual visitor origins
- 132026 Enshrinement Week Fan Guide
Used for: 2026 Enshrinement Week concentrated multiple major events in the Hall of Fame campus and downtown Canton
- 14Architectural Review Board | Canton, OH
Used for: Downtown Special Improvement District exterior development and signs can require Architectural Review Board review
- 15Permits & Fees | Planning & Zoning
Used for: City zoning sign permit fee
- 16Ordinance No. 84-2025 — Building Code Fees
Used for: Current building plan and inspection fee framework
- 17Permits & Fees | Engineering
Used for: Non-residential sanitary sewer connection permit fee
- 18Requirements for New Water Services — Commercial
Used for: Commercial water connection cost and timing are project-specific
- 19Engineering Major Projects | Canton, OH
Used for: City-published 2026 road and sewer project schedule includes citywide paving and corridor-specific work
- 20Occupational Employment and Wages in Canton-Massillon — May 2025
Used for: Canton-Massillon mean hourly wages for operating-relevant occupational groups compared with the United States
- 21Canton-Massillon, OH Economy at a Glance
Used for: Canton-Massillon labor force and sector employment in June 2026
- 22TIMKEN Direct: Customer Service
Used for: Timken's cited corporate contact address is in North Canton rather than the City of Canton
- 23Canton Office Price per Sqft and Office Market Trends
Used for: Canton office-market vacancy and asking rent for the source's covered property universe
- 24Northeast Ohio Industrial Market Report | 2026 Q1
Used for: Northeast Ohio industrial market conditions in Q1 2026
- 25County Business Patterns: 2023
Used for: County Business Patterns supports detailed NAICS establishment research below the national level
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.