70.0 average across 2 concepts
Local operating-model alignment analysis
Best Franchise Opportunities We Assessed in Lakeland, Florida
We compared 14 franchise concepts for Lakeland, Florida. Household service demand was a leading positive mechanism. Frontline labor pressure was a leading operating constraint.
What “best” means in this ranking“Best” means the strongest modeled local operating alignment among the franchise concepts assessed on this page. It does not estimate earnings or determine which franchise is best for a particular candidate.
14Concepts evaluated
28Sources used
20Primary sources
32Local metrics
Evaluation set
Why these concepts were evaluated
This is not a ranking of every franchise that may be offered in the city.
14Concepts assessed
Concepts were included when enough operating-model information existed to assign a provisional local-sensitivity profile. Unresolved inputs reduce confidence or remain conditional rather than automatically excluding a concept.
A brand’s participation in our referral network does not add points or change its position.
City-level conclusions
What stood out in our assessment
0.7 points average among 13 affected concepts
0.4 points average reduction among 8 affected concepts
Tested rank range spans 9 positions
Executive conclusion
What the ranking means for Lakeland, Florida
HomeSmiles, ZOOM DRAIN, and Pillar To Post Home Inspectors produced the highest modeled local-alignment scores in the evaluated set. Household service demand was the strongest positive scored mechanism among 8 exposed concepts, adding 0.9 points on average. Frontline labor pressure was the broadest operating constraint, reducing exposed concepts by 0.4 points on average. Pillar To Post Home Inspectors was especially relationship-sensitive: removing household service demand moved it from #3 to #9 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 | HomeSmilesProperty maintenance servicesInvestment: $148,110–$201,800 | 71.5Tier 3 · Mixed modeled alignment | +1.4 ptsTarget-market demand | -0.3 ptsLabor and staffing friction | Moderate evidence confidence |
| 2 | ZOOM DRAINDrain and sewer serviceInvestment: $266,250–$570,500 | 71.5Tier 3 · Mixed modeled alignment | +0.8 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 3 | Pillar To Post Home InspectorsHome inspectionInvestment: $102,690–$134,290 | 71.5Tier 3 · Mixed modeled alignment | +1.3 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 4 | Aire ServHVAC installation, repair, and maintenanceInvestment: $113,308–$271,708 | 71.4Tier 3 · Mixed modeled alignment | +1.0 ptsTarget-market demand | -0.1 ptsLabor and staffing friction | Moderate evidence confidence |
| 5 | Mr. RooterPlumbingInvestment: $152,900–$298,675 | 71.3Tier 3 · Mixed modeled alignment | +0.9 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 6 | Mister Sparky ElectricElectrical | 71.2Tier 3 · Mixed modeled alignment | +0.9 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 7 | City WideFacility managementInvestment: $229,729–$410,730 | 71.1Tier 3 · Mixed modeled alignment | +0.8 ptsTarget-market demand | -0.2 ptsLabor and staffing friction | Moderate evidence confidence |
| 8 | FASTSIGNSSigns and graphicsInvestment: $231,226–$386,285 | 70.5Tier 3 · Mixed modeled alignment | +0.3 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 9 | ActionCOACHBusiness coachingInvestment: $71,668–$303,513 | 70.5Tier 3 · Mixed modeled alignment | +0.5 ptsReferral ecosystem | No material negative local adjustment | Moderate evidence confidence |
| 10 | Tiger AdjustersPublic insurance adjustingInvestment: $43,050–$159,500 | 70.3Tier 3 · Mixed modeled alignment | +0.3 ptsTarget-market demand | -0.1 ptsLabor and staffing friction | Moderate evidence confidence |
Conditions that changed the analysis
What mattered most in Lakeland, Florida
Strong recent residential permitting and population growth expand the household base
This relationship affected 8 concepts and added 0.9 points on average among those exposed. Local evidence: Household count and owner-occupied housing rate: households: 47,816; owner occupied rate percent: 56.4 mixed. [4] [5]
High logistics-occupation concentration creates overlapping competition for hourly frontline labor
This relationship affected 9 concepts and reduced 0.4 points on average among those exposed. Local evidence: Florida minimum wage in effect during the research date and scheduled next step: current usd per hour: 14; current through: 2026-09-29; scheduled usd per hour: 15; scheduled effective: 2026-09-30. [8] [6]
Lakeland industrial market showed 8.3 percent overall vacancy in Q2 2026
The 8.3 percent aggregate vacancy rate does not establish uniform service-base feasibility. Lakeland submarket vacancy ranged from 3.7 percent to 11.3 percent, while fee exemptions, flood rules, historic review, and active construction are geographically gated. Site and territory diligence therefore matter more than the citywide industrial average for a fleet or fixed-location franchise. [15] [10] [11] [13] [18] [20]
Evidence behind the city mechanisms
Strong recent residential permitting and population growth expand the household base1 modeled effect
Household service demandTarget-market demand
High logistics-occupation concentration creates overlapping competition for hourly frontline labor1 modeled effect
Frontline labor pressureLabor and staffing friction
Lakeland Regional Health and a large metropolitan health-services sector support institutional service demand1 modeled effect
Healthcare institutional service demandTarget-market demand
Active I-4/S.R. 33 and Lakeland Hills Boulevard construction can disrupt routes that use the affected corridors1 modeled effect
Temporary route disruptionTransportation, routing, and parking
Healthcare, professional-services, public-sector, and formal procurement activity provide a meaningful institutional relationship base1 modeled effect
Professional and institutional relationship densityReferral ecosystem
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 alignment71.5
HomeSmiles
Initial investment: $148,110–$201,800
Increase +1.4 pts Target-market demandReduction -0.3 pts Labor and staffing friction
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand | +1.4 pts | |
| Referral ecosystem |
| +0.4 pts |
| Labor and staffing friction |
| -0.3 pts |
| Net local movement | +1.50 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 | +1.4 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.3 |
| 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 | +0.4 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.50 |
| Published local-market alignment | 71.5 |
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
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.4 pts
- Tested rank range
- #1–#9
#2Tier 3 · Mixed modeled alignment71.5
ZOOM DRAIN
Initial investment: $266,250–$570,500
Increase +0.8 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.8 pts |
| Property replacement-cycle demand |
| +0.3 pts |
| Referral ecosystem |
| +0.3 pts |
| Net local movement | +1.49 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 | +0.8 |
| Property replacement-cycle demand | +0.3 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| 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 | +0.3 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.49 |
| Published local-market alignment | 71.5 |
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
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.8 pts
- Tested rank range
- #1–#5
#3Tier 3 · Mixed modeled alignment71.5
Pillar To Post Home Inspectors
Initial investment: $102,690–$134,290
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 |
| Property replacement-cycle demand |
| +0.2 pts |
| Transportation, routing, and parking | Temporary route disruption EvidenceConditional — applicability must be confirmed | Not scored |
| Net local movement | +1.47 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
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 | +1.3 |
| Property replacement-cycle demand | +0.2 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| 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 | 71.47 |
| Published local-market alignment | 71.5 |
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
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.3 pts
- Tested rank range
- #1–#8
#4Tier 3 · Mixed modeled alignment71.4
Aire Serv
Initial investment: $113,308–$271,708
Increase +1.0 pts Target-market demandReduction -0.1 pts Labor and staffing friction
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +1.0 pts |
| Property replacement-cycle demand |
| +0.5 pts |
| Labor and staffing friction |
| -0.1 pts |
| Transportation, routing, and parking | Temporary route disruption EvidenceConditional — applicability must be confirmed | Not scored |
| Net local movement | +1.38 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
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 | +1.0 |
| Property replacement-cycle demand | +0.5 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.1 |
| 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 | 71.38 |
| Published local-market alignment | 71.4 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +1.0 pts
- Tested rank range
- #2–#6
#5Tier 3 · Mixed modeled alignment71.3
Mr. Rooter
Initial investment: $152,900–$298,675
Increase +0.9 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 |
| +0.9 pts |
| Property replacement-cycle demand |
| +0.3 pts |
| Transportation, routing, and parking | Temporary route disruption EvidenceConditional — applicability must be confirmed | Not scored |
| Net local movement | +1.28 pts | |
Net uses full-precision effects; displayed factor and driver rows are rounded.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
2 images
Item 12 — Territory
1 image
Item 20 — Outlets and Franchise Information
1 image
Full calculation and evidence confidence
Audit layer
Full factor ledger
Full score ledger
Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.
| Neutral model baseline | 70.0 |
|---|---|
| Target-market demand | +0.9 |
| Property replacement-cycle demand | +0.3 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| 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 | 71.28 |
| Published local-market alignment | 71.3 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.9 pts
- Tested rank range
- #3–#6
#6Tier 3 · Mixed modeled alignment71.2
Mister Sparky Electric
Increase +0.9 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 |
| +0.9 pts |
| Property replacement-cycle demand |
| +0.3 pts |
| Transportation, routing, and parking | Temporary route disruption EvidenceConditional — applicability must be confirmed | Not scored |
| Net local movement | +1.18 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 | +0.9 |
| Property replacement-cycle demand | +0.3 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| 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 | 71.18 |
| Published local-market alignment | 71.2 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.9 pts
- Tested rank range
- #4–#7
#7Tier 3 · Mixed modeled alignment71.1
City Wide
Initial investment: $229,729–$410,730
Increase +0.8 pts Target-market demandReduction -0.2 pts Labor and staffing friction
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.8 pts |
| Referral ecosystem |
| +0.6 pts |
| Labor and staffing friction |
| -0.2 pts |
| Net local movement | +1.13 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 | +0.8 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.2 |
| 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 | +0.6 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.13 |
| Published local-market alignment | 71.1 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.8 pts
- Tested rank range
- #4–#7
#8Tier 3 · Mixed modeled alignment70.5
FASTSIGNS
Initial investment: $231,226–$386,285
Increase +0.3 pts Target-market demandNo material negative local adjustment identified
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.3 pts |
| Referral ecosystem |
| +0.2 pts |
| Net local movement | +0.54 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 | +0.3 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not applicable to this operating model |
| 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 | +0.2 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.54 |
| 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
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.3 pts
- Tested rank range
- #7–#12
#9Tier 3 · Mixed modeled alignment70.5
ActionCOACH
Initial investment: $71,668–$303,513
Increase +0.5 pts Referral ecosystemNo 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 |
|---|---|---|
| Referral ecosystem |
| +0.5 pts |
| Target-market demand |
| +0.1 pts |
| Net local movement | +0.54 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 | +0.1 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Effect below the publication threshold |
| 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 | +0.5 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.54 |
| 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
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Referral ecosystem +0.5 pts
- Tested rank range
- #2–#11
#10Tier 3 · Mixed modeled alignment70.3
Tiger Adjusters
Initial investment: $43,050–$159,500
Increase +0.3 pts Target-market demandReduction -0.1 pts Labor and staffing friction
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.3 pts |
| Labor and staffing friction |
| -0.1 pts |
| Net local movement | +0.26 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 | +0.3 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.1 |
| Transportation, routing, and parking | 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 | 70.26 |
| Published local-market alignment | 70.3 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.3 pts
- Tested rank range
- #9–#14
#11Tier 3 · Mixed modeled alignment70.1
Workout Anytime
Initial investment: $1,060,850–$1,840,550
Increase +0.7 pts Target-market demandReduction -0.6 pts Labor and staffing friction
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Target-market demand |
| +0.7 pts |
| Labor and staffing friction |
| -0.6 pts |
| Net local movement | +0.10 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 | +0.7 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.6 |
| 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 | 70.10 |
| Published local-market alignment | 70.1 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Target-market demand +0.7 pts
- Tested rank range
- #9–#13
#12Tier 3 · Mixed modeled alignment70.0
Rainbow International Restoration
Initial investment: $185,336–$351,900
Increase +0.4 pts Referral ecosystemReduction -0.6 pts Labor and staffing friction
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Labor and staffing friction |
| -0.6 pts |
| Referral ecosystem |
| +0.4 pts |
| Property replacement-cycle demand |
| +0.1 pts |
| Target-market demand |
| +0.1 pts |
| Transportation, routing, and parking | Temporary route disruption EvidenceConditional — applicability must be confirmed | Not scored |
| Net local movement | +0.01 pts | |
Net uses full-precision effects; displayed factor and driver rows are rounded.
Franchise evidence
Source material assessed
Item 3 — Litigation
1 image
Item 6 — Other Fees
1 image
Item 7 — Estimated Initial Investment
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 | +0.1 |
| Property replacement-cycle demand | +0.1 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.6 |
| 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 | +0.4 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.01 |
| 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
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Labor and staffing friction -0.6 pts
- Tested rank range
- #10–#12
#13Tier 3 · Mixed modeled alignment70.0
PuroClean
Initial investment: $54,575–$262,145
Increase +0.4 pts Referral ecosystemReduction -0.5 pts Labor and staffing friction
Rank sensitivity: Moderately sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Labor and staffing friction |
| -0.5 pts |
| Referral ecosystem |
| +0.4 pts |
| Property replacement-cycle demand |
| +0.1 pts |
| Transportation, routing, and parking | Temporary route disruption EvidenceConditional — applicability must be confirmed | Not scored |
| Net local movement | 0.00 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 | +0.1 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.5 |
| 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 | +0.4 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 70.00 |
| 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
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Labor and staffing friction -0.5 pts
- Tested rank range
- #10–#13
#14Tier 3 · Mixed modeled alignment69.6
Jan-Pro International
Initial investment: $130,000–$421,500
Increase +0.6 pts Target-market demandReduction -1.1 pts Labor and staffing friction
Rank sensitivity: Highly sensitive
Why it ranks here
Score-changing local factors only. Evidence links open the underlying city finding.
| Local factor | Modeled drivers | Impact |
|---|---|---|
| Labor and staffing friction |
| -1.1 pts |
| Target-market demand |
| +0.6 pts |
| Referral ecosystem |
| +0.1 pts |
| Net local movement | -0.37 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 | +0.6 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -1.1 |
| 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 | +0.1 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 69.63 |
| Published local-market alignment | 69.6 |
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
- Adequate
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Labor and staffing friction -1.1 pts
- Tested rank range
- #8–#14
No franchise concepts match the selected filters.
Worked score example
How we calculated HomeSmiles
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 | +1.4 |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | -0.3 |
| 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 | +0.4 |
| Territory quality | Depends on the specific site, territory, or operating condition |
| Regulatory and operating friction | Depends on the specific site, territory, or operating condition |
| Full-precision calculated score | 71.50 |
| Published local-market alignment | 71.5 |
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 13 of 14 concepts. When we neutralized the factor and recalculated the table, 12 concepts changed position. HomeSmiles moved from #1 to #9, the largest movement among concepts directly affected by this factor.
Concepts adjusted13 of 14
Average among affected+0.7 pts
Average across all concepts+0.7 pts
Concepts changing rank12
What we observed
- Population Change From April 2020 Estimate Base To July 202511.5 percent
- Household Count And Owner Occupied Housing Ratehouseholds: 47,816; owner occupied rate percent: 56.4 mixed
- New Single Family Permits Issued In 2025permits: 525; year over year change percent: 67; above 25 year average percent: 59; 25 year average permits: 330 permits and percent
Concepts helped most
HomeSmilesProperty maintenance services
+1.4 pts
Pillar To Post Home InspectorsHome inspection
+1.3 pts
Aire ServHVAC installation, repair, and maintenance
+1.0 pts
Mr. RooterPlumbing
+0.9 pts
Mister Sparky ElectricElectrical
+0.9 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, 5 concepts changed position. Aire Serv moved from #4 to #6, the largest movement among concepts directly affected by this factor.
Concepts adjusted7 of 14
Average among affected+0.3 pts
Average across all concepts+0.1 pts
Concepts changing rank5
What we observed
- City Housing Plan Includes Owner Occupied Rehabilitation And Emergency Repair Strategiesowner occupied rehabilitation max award usd: 150,000; emergency repair max award usd: 25,000; program period: 2026-2029 program limits
- Median Year Structure Built1,984 year
- Share Of Housing Units Built Before 200073.4 percent
Concepts helped most
Aire ServHVAC installation, repair, and maintenance
+0.5 pts
ZOOM DRAINDrain and sewer service
+0.3 pts
Mr. RooterPlumbing
+0.3 pts
Mister Sparky ElectricElectrical
+0.3 pts
Pillar To Post Home InspectorsHome inspection
+0.2 pts
Observed model effectMixed or model dependent
Labor and staffing friction
We compared each concept’s frontline and specialist staffing requirements with the local labor environment.
Why concepts react differently
We applied a measurable adjustment to 8 of 14 concepts. When we neutralized the factor and recalculated the table, 13 concepts changed position. Jan-Pro International moved from #14 to #9, the largest movement among concepts directly affected by this factor.
Concepts adjusted8 of 14
Average among affected-0.4 pts
Average across all concepts-0.2 pts
Concepts changing rank13
What we observed
- Selected Mean Hourly Wages In The Lakeland Winter Haven Metropolitan Areaall occupations: 27.44; food preparation and serving: 16.87; personal care and service: 17.23; building and grounds cleaning and maintenance: 17.69; transportation and material moving: 22.52; construction and extraction: 25.25; installation maintenance and repair: 27.33 usd per hour
- Heavy And Tractor Trailer Truck Driver Employment Concentrationemployment: 7,820; location quotient: 2.22; mean hourly wage usd: 27.9 mixed
- Florida Minimum Wage In Effect During The Research Date And Scheduled Next Stepcurrent usd per hour: 14; current through: 2026-09-29; scheduled usd per hour: 15; scheduled effective: 2026-09-30
Concepts challenged most
Jan-Pro InternationalCommercial cleaning
-1.1 pts
Rainbow International RestorationRestoration
-0.6 pts
Workout AnytimeFitness
-0.6 pts
PuroCleanRestoration
-0.5 pts
HomeSmilesProperty maintenance services
-0.3 pts
Observed model effectMixed or model dependent
Referral ecosystem
We tested whether the local professional and institutional referral ecosystem materially separated the assessed concepts.
Why concepts react differently
We applied a measurable adjustment to 8 of 14 concepts. When we neutralized the factor and recalculated the table, 10 concepts changed position. HomeSmiles moved from #1 to #6, the largest movement among concepts directly affected by this factor.
Concepts adjusted8 of 14
Average among affected+0.4 pts
Average across all concepts+0.2 pts
Concepts changing rank10
What we observed
- Selected Nonfarm Sector Employment In June 2026total nonfarm jobs thousands: 280.9; trade transportation utilities thousands: 77.9; professional business services thousands: 40.6; education health services thousands: 44.1; government thousands: 27.7 thousands of jobs
- City Of Lakeland Uses An Electronic Solicitation And Supplier Registration Processsupplier registration cost usd: 0; solicitation types: ITB, RFP, RFQ; functions: future-opportunity notifications, amendment and addendum updates, supplier questions and answers, electronic response submission process features
- Lakeland Regional Health Workforce And Provider Scaleteam members minimum: 8,500; medical staff members minimum: 1,400; employed physician group providers minimum: 400; physician group specialties minimum: 40 people and specialties
Concepts helped most
City WideFacility management
+0.6 pts
ActionCOACHBusiness coaching
+0.5 pts
HomeSmilesProperty maintenance services
+0.4 pts
PuroCleanRestoration
+0.4 pts
Rainbow International RestorationRestoration
+0.4 pts
Measured but not differentiating in this concept set
- Competitive environmentNo material score adjustment
- Transportation, routing, and parkingNo material score adjustment
- Real estate and site feasibilityNo material score adjustment
- Sales and customer acquisitionNo material score adjustment
- Territory qualityNo material score adjustment
- Regulatory and operating frictionNo material score adjustment
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 HomeSmilesHighly sensitive · tested #1–#9
#2 ZOOM DRAINHighly sensitive · tested #1–#5
#3 Pillar To Post Home InspectorsHighly sensitive · tested #1–#8
#4 Aire ServHighly sensitive · tested #2–#6
#5 Mr. RooterModerately sensitive · tested #3–#6
#6 Mister Sparky ElectricModerately sensitive · tested #4–#7
#7 City WideModerately sensitive · tested #4–#7
#8 FASTSIGNSHighly sensitive · tested #7–#12
#9 ActionCOACHHighly sensitive · tested #2–#11
#10 Tiger AdjustersHighly sensitive · tested #9–#14
#11 Workout AnytimeHighly sensitive · tested #9–#13
#12 Rainbow International RestorationModerately sensitive · tested #10–#12
#13 PuroCleanModerately sensitive · tested #10–#13
#14 Jan-Pro InternationalHighly sensitive · tested #8–#14
Neutralizing a factor removes it from every concept. A concept can move down even when its own score improves because competitors may benefit more.
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] [7] [9] [1] [2] [3]Property replacement-cycle demand: [23] [24] [25] [11] [26] [1] [2]Competitive environment: [4] [22] [3]Labor and staffing friction: [6] [7] [8] [9] [2] [1]Transportation, routing, and parking: [18] [19] [20] [3] [1]Real estate and site feasibility: [15] [16] [17] [10] [11] [27] [1] [2]Sales and customer acquisition: [21] [22] [4] [7] [3]Referral ecosystem: [7] [9] [21] [3]Territory quality: [15] [10] [11] [13] [18] [20] [3]Regulatory and operating friction: [10] [11] [12] [13] [14] [8] [27] [28] [2] [3]
View the chart data as a table
| Concept | Target-market demand | Property replacement-cycle demand | Labor and staffing friction | Referral ecosystem |
|---|---|---|---|---|
| #1 HomeSmiles | +1.4 pts | — | -0.3 pts | +0.4 pts |
| #2 ZOOM DRAIN | +0.8 pts | +0.3 pts | — | +0.3 pts |
| #3 Pillar To Post Home Inspectors | +1.3 pts | +0.2 pts | — | — |
| #4 Aire Serv | +1.0 pts | +0.5 pts | -0.1 pts | — |
| #5 Mr. Rooter | +0.9 pts | +0.3 pts | — | — |
| #6 Mister Sparky Electric | +0.9 pts | +0.3 pts | — | — |
| #7 City Wide | +0.8 pts | — | -0.2 pts | +0.6 pts |
| #8 FASTSIGNS | +0.3 pts | — | — | +0.2 pts |
| #9 ActionCOACH | +0.1 pts | — | — | +0.5 pts |
| #10 Tiger Adjusters | +0.3 pts | — | -0.1 pts | — |
| #11 Workout Anytime | +0.7 pts | — | -0.6 pts | — |
| #12 Rainbow International Restoration | +0.1 pts | +0.1 pts | -0.6 pts | +0.4 pts |
| #13 PuroClean | — | +0.1 pts | -0.5 pts | +0.4 pts |
| #14 Jan-Pro International | +0.6 pts | — | -1.1 pts | +0.1 pts |
Interpretation
How to interpret the result
HomeSmiles, ZOOM DRAIN, Pillar To Post Home Inspectors led because their operating requirements captured more of the local support from target-market demand while remaining less exposed to labor and staffing friction. 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 HomeSmiles, ZOOM DRAIN, Pillar To Post Home Inspectors; their ranks move more widely when individual factors are neutralized.
Local evidence assessed for modeling
Category comparisons
Best franchise categories we assessed in Lakeland, Florida
Category summaries are shown only when at least two concepts qualified. Two-concept comparisons are explicitly labeled as limited.
Limited two-concept comparison
70.0Best Restoration franchise opportunities we assessed in Lakeland, Florida
2 Restoration concepts qualified for comparison, with scores ranging from 70.0 to 70.0. Rainbow International Restoration ranked highest at 70.0. Referral ecosystem added 0.4 points on average among the affected concepts. Labor and staffing friction reduced the exposed concepts by 0.6 points on average.
Interpret cautiously: A 0.0-point spread is too small to support a strong brand-level conclusion from city alignment alone.
- Concepts compared
- 2
- Score range
- 70.0–70.0
- Category average
- 70.0
Rainbow International Restoration70.0
PuroClean70.0
Metric registry
The 32 local metrics behind this analysis
The registry shows each public metric’s raw value, period, geography, source, and its actual role in the compiled analysis.
View all local metrics
| Metric | Raw value | Period | Geography | Role in analysis | Source |
|---|---|---|---|---|---|
| Resident population estimate on July 1, 2025 | 125,520people | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measures | Lakeland, Florida | Context only | [4] |
| Population change from April 2020 estimate base to July 2025 | 11.5percent | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measures | Lakeland, Florida | Used in scoring | [4] |
| Household count and owner-occupied housing rate | households: 47,816; owner occupied rate percent: 56.4mixed | July 1, 2025 population estimate; 2020-2024 ACS characteristics; 2022 Economic Census measures | Lakeland, Florida | Used in scoring | [4] |
| New single-family permits issued in 2025 | permits: 525; year over year change percent: 67; above 25 year average percent: 59; 25 year average permits: 330permits and percent | Fiscal year 2025, with selected construction and development history | Lakeland, Florida | Used in scoring | [5] |
| New multifamily permits issued in 2025 | permits 2025: 410; permits 2024: 48; year over year change percent: 754; permits 2020 2025: 1,960permits and percent | Fiscal year 2025, with selected construction and development history | Lakeland, Florida | Used in scoring | [5] |
| Median year structure built | 1,984year | 2020-2024 American Community Survey 5-Year Estimates | Lakeland, Florida | Used in scoring | [23] [24] |
| Share of housing units built before 2000 | 73.4percent | 2020-2024 American Community Survey 5-Year Estimates | Lakeland, Florida | Used in scoring | [23] [24] |
| City housing plan includes owner-occupied rehabilitation and emergency repair strategies | owner occupied rehabilitation max award usd: 150,000; emergency repair max award usd: 25,000; program period: 2026-2029program limits | Program years beginning July 1, 2026 through June 30, 2029 | Lakeland, Florida income-eligible owner-occupied housing | Used in scoring | [25] |
| Selected mean hourly wages in the Lakeland-Winter Haven metropolitan area | all occupations: 27.44; food preparation and serving: 16.87; personal care and service: 17.23; building and grounds cleaning and maintenance: 17.69; transportation and material moving: 22.52; construction and extraction: 25.25; installation maintenance and repair: 27.33usd per hour | May 2025 | Lakeland-Winter Haven, Florida MSA (Polk County) | Used in scoring | [6] |
| Transportation and material-moving employment concentration | employment: 40,480; share of area employment percent: 15.3; location quotient: 1.73; mean hourly wage usd: 22.52mixed | May 2025 | Lakeland-Winter Haven, Florida MSA (Polk County) | Used in scoring | [6] [2] [1] |
| Heavy and tractor-trailer truck driver employment concentration | employment: 7,820; location quotient: 2.22; mean hourly wage usd: 27.9mixed | May 2025 | Lakeland-Winter Haven, Florida MSA (Polk County) | Used in scoring | [6] |
| Florida minimum wage in effect during the research date and scheduled next step | current usd per hour: 14; current through: 2026-09-29; scheduled usd per hour: 15; scheduled effective: 2026-09-30usd per hour | September 30, 2025 through September 29, 2026, with scheduled September 30, 2026 increase | Florida | Used in scoring | [8] |
| Metropolitan unemployment rate in June 2026 | 5.7percent not seasonally adjusted | June 2026 preliminary labor-force and nonfarm employment data; extracted August 13, 2026 | Lakeland-Winter Haven, Florida MSA | Context only | [7] |
| Selected nonfarm sector employment in June 2026 | total nonfarm jobs thousands: 280.9; trade transportation utilities thousands: 77.9; professional business services thousands: 40.6; education health services thousands: 44.1; government thousands: 27.7thousands of jobs | June 2026 preliminary labor-force and nonfarm employment data; extracted August 13, 2026 | Lakeland-Winter Haven, Florida MSA | Used in scoring | [7] |
| Lakeland Regional Health workforce and provider scale | team members minimum: 8,500; medical staff members minimum: 1,400; employed physician group providers minimum: 400; physician group specialties minimum: 40people and specialties | 2025 operating activity and 2026 workforce/provider counts | Lakeland Regional Health | Used in scoring | [9] [3] |
| Selected 2025 Lakeland Regional Health service volumes | inpatient admissions: 54,931; main emergency department visits minimum: 210,000; outpatient appointments: 452,637annual encounters | 2025 operating activity and 2026 workforce/provider counts | Lakeland Regional Health | Used in scoring | [9] |
| Selected City of Lakeland transportation impact fee rates effective January 1, 2026 | office per 1000 sqft usd: 2,831; medical office clinic per 1000 sqft usd: 7,781; retail commercial per 1000 sqft usd: 6,858; standalone fast food drive thru per 1000 sqft usd: 52,802; manufacturing industrial per 1000 sqft usd: 680; high tech assembly distribution per 1000 sqft usd: 811; wholesale warehouse per 1000 sqft usd: 896; mini warehouse per 1000 sqft usd: 374usd per stated unit | Rates effective January 1, 2026 | Lakeland, Florida, subject to fee schedule and exemptions | Context only | [10] [2] [3] |
| Core Improvement Area exemption from non-utility impact fees | covered areas: Downtown Community Redevelopment Area, portion of Midtown Community Redevelopment Area, City historic districts; exempt activity: construction, alteration, expansion of a structure; fee scope: all non-utility impact feescategorical | Rates effective January 1, 2026 | City of Lakeland Core Improvement Area | Conditional relationship | [10] |
| Lakeland floodplain management uses property-specific flood zones and a repetitive-damage substantial-damage rule | ordinance: 5615; adopted: 2016-12-19; repetitive damage window years: 10; pre rule building date: 2010-07-01; current crs rating: 7; sfha policy discount percent: 15mixed | Current floodplain rules and mapping access as of August 2026; ordinance adopted December 19, 2016 | Buildings and other structures in Lakeland flood hazard areas | Conditional relationship | [11] [2] |
| Lakeland Land Development Code prohibits specified sign types citywide | examples: animated or flashing signs, banners, pennants, spinners, streamers, balloons and inflatable attention devices, billboards or off-premises signs, roof signs, certain portable signs, advertising vehicles parked for display when compliant spaces are otherwise availablecategorical | Current Land Development Code sign restrictions accessed August 2026 | Lakeland city limits | Conditional relationship | [12] [3] |
| Certificate of Review required for specified exterior work in local historic districts and landmarks | triggers: exterior alteration of a local landmark or building in a historic district, new construction in a historic district, relocation of a historic building, demolition of a historic building or building in a historic district; interior changes subject to design review: nocategorical | Current historic design-review process and recent two-year approval statistics accessed August 2026 | Lakeland local historic districts and landmarks | Conditional relationship | [13] [14] [3] |
| Recent historic design-review outcomes and processing time | approval rate past two years percent: 99; approved as submitted percent: 70; approved with conditions percent: 29; handled by staff percent: 85; committee cases resolved one meeting percent: 89; average minor days past year: 1; average major days past year: 24mixed | Current historic design-review process and recent two-year approval statistics accessed August 2026 | City of Lakeland historic design review | Conditional relationship | [13] |
| Lakeland industrial market statistics in Q2 2026 | inventory sqft: 41,054,228; vacant sqft: 3,394,106; vacancy rate percent: 8.3; ytd net absorption sqft: -97,783; ytd leasing activity sqft: 1,105,260; q2 leasing activity sqft: 602,621; under construction sqft: 1,416,285; weighted average net rent all types usd psf: 8.3mixed | Second quarter 2026 | Lakeland industrial submarket aggregation | Supports research conclusion | [15] |
| Industrial vacancy varies materially among Lakeland submarkets | northeast lakeland percent: 8.5; northwest lakeland percent: 3.7; southeast lakeland percent: 5.7; southwest lakeland percent: 11.3; range percentage points: 7.6percent | Second quarter 2026 | Northeast, Northwest, Southeast, and Southwest Lakeland industrial submarkets | Conditional relationship | [15] |
| Polk industrial demand includes a growing share of smaller building sizes while asking rents remain elevated | under construction sqft minimum: 2,000,000; demand direction: greater share of absorption from smaller building sizes; asking rent direction: new highsmixed | Second quarter 2026 | Polk County industrial market including Lakeland | Context only | [16] |
| Current small-bay industrial availability at 1704 S Combee Road | total space available sqft: 2,980; available units sqft: 980, 2,000; grade level door each unit: yes; clear height ft: 16; available now: yes; zoning: LCCmixed | Availability as of August 3, 2026 | 1704 S Combee Road, Lakeland, Florida | Context only | [17] |
| I-4/S.R. 33 interchange construction includes recurring lane shifts and temporary local access closures | university boulevard closure start: 2026-06-16; north combee road closure start: 2026-07-06; approximate closure duration days: 60; estimated project completion: summer 2029dates and duration | Closures beginning June 16 and July 6, 2026 as part of ongoing I-4/S.R. 33 project | I-4 at S.R | Conditional relationship | [18] [19] [3] |
| Lakeland Hills Boulevard reconstruction is active through early 2027 | project length miles: 1.13; construction cost usd: 27,600,000; start: late 2024; estimated completion: early 2027; typical open lanes: one lane in each direction for most of project; construction zone speed limit mph: 35mixed | Active construction; page updated August 13, 2026; estimated completion early 2027 | S.R | Conditional relationship | [20] |
| City of Lakeland uses an electronic solicitation and supplier-registration process | supplier registration cost usd: 0; solicitation types: ITB, RFP, RFQ; functions: future-opportunity notifications, amendment and addendum updates, supplier questions and answers, electronic response submissionprocess features | Current e-procurement process accessed August 2026 | City of Lakeland | Used in scoring | [21] |
| City publishes searchable monthly and annual reports of new Business Tax Receipts | monthly reports: yes; annual reports: yes; consolidated active establishment count on index page: noavailability | Current monthly and annual new Business Tax Receipt reports accessed August 2026 | Lakeland, Florida | Context only | [22] |
| Lakeland is within a broader central Florida region with documented phosphate mining and reclamation activity | florida phosphate mine area acres minimum: 450,000; bone valley regional area acres approximate: 1,300,000; active florida phosphate mines: 11regional context | Current program information accessed August 2026 | Central Florida phosphate mining region/Bone Valley including Polk County; not a Lakeland parcel-level exposure estimate | Context only | [26] [1] |
| Modified Phase III water shortage restrictions are active in Lakeland through October 1, 2026 | city effective start: 2026-04-03; current expected end: 2026-10-01; standard irrigation frequency: one day per week; restricted hours: 12:01 a.m.-4:00 a.m. or 8:00 p.m.-11:59 p.m., with property-size rules; selected other restrictions: non-essential water use restrictions, special rules for non-residential landscape uses, commercial and institutional uses may have use-specific requirementstemporary rule | Effective April 3, 2026 through October 1, 2026 unless changed | Lakeland within Southwest Florida Water Management District Phase III area | Context only | [27] [28] |
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, HomeSmiles reached 71.50 after target-market demand +1.4 pts, referral ecosystem +0.4 pts, and labor and staffing friction -0.3 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.
- 1Utility Delta Audit: Structural Inefficiencies and Asymmetric Opportunities in Local U.S. MarketsInternal or supplied research; not publicly accessible.
Used for: Transportation and material-moving employment concentration and Lakeland is within a broader central Florida region with documented phosphate mining and reclamation activity
- 2Structural Constraint and Jurisdictional Risk AuditInternal or supplied research; not publicly accessible.
Used for: Transportation and material-moving employment concentration, Selected City of Lakeland transportation impact fee rates effective January 1, 2026, and Lakeland floodplain management uses property-specific flood zones and a repetitive-damage substantial-damage rule
- 3Franchise data - remake - 142(10).csvInternal or supplied research; not publicly accessible.
Used for: Lakeland Regional Health workforce and provider scale, Selected City of Lakeland transportation impact fee rates effective January 1, 2026, Lakeland Land Development Code prohibits specified sign types citywide, Certificate of Review required for specified exterior work in local historic districts and landmarks, and I-4/S.R. 33 interchange construction includes recurring lane shifts and temporary local access closures
- 4U.S. Census Bureau QuickFacts: Lakeland city, Florida
Used for: Resident population estimate on July 1, 2025, Population change from April 2020 estimate base to July 2025, and Household count and owner-occupied housing rate
- 5Annual Comprehensive Financial Report for the Fiscal Year Ended September 30, 2025
Used for: New single-family permits issued in 2025 and New multifamily permits issued in 2025
- 6Occupational Employment and Wages in Lakeland-Winter Haven, FL — May 2025
Used for: Selected mean hourly wages in the Lakeland-Winter Haven metropolitan area, Transportation and material-moving employment concentration, and Heavy and tractor-trailer truck driver employment concentration
- 7Lakeland-Winter Haven, FL Economy at a Glance
Used for: Metropolitan unemployment rate in June 2026 and Selected nonfarm sector employment in June 2026
- 8Florida Minimum Wage Notice to Employees
Used for: Florida minimum wage in effect during the research date and scheduled next step
- 9Lakeland Regional Health 2026 Town Hall
Used for: Lakeland Regional Health workforce and provider scale and Selected 2025 Lakeland Regional Health service volumes
- 10Impact Fees
Used for: Selected City of Lakeland transportation impact fee rates effective January 1, 2026 and Core Improvement Area exemption from non-utility impact fees
- 11Flood Prevention
Used for: Lakeland floodplain management uses property-specific flood zones and a repetitive-damage substantial-damage rule
- 12Sign Ordinance
Used for: Lakeland Land Development Code prohibits specified sign types citywide
- 13Design Review
Used for: Certificate of Review required for specified exterior work in local historic districts and landmarks and Recent historic design-review outcomes and processing time
- 14City of Lakeland Design Guidelines for Historic Properties
Used for: Certificate of Review required for specified exterior work in local historic districts and landmarks
- 15Lakeland Americas MarketBeat Industrial Q2 2026
Used for: Lakeland industrial market statistics in Q2 2026 and Industrial vacancy varies materially among Lakeland submarkets
- 16Polk County Industrial Figures - Q2 2026
Used for: Polk industrial demand includes a growing share of smaller building sizes while asking rents remain elevated
- 171704 S Combee Rd, Lakeland, FL 33801 - Warehouse 1
Used for: Current small-bay industrial availability at 1704 S Combee Road
- 18Temporary Closures on S.R. 33 at University Boulevard and North Combee Road
Used for: I-4/S.R. 33 interchange construction includes recurring lane shifts and temporary local access closures
- 19FDOT District One RoadWatch — Polk County I-4 at S.R. 33
Used for: I-4/S.R. 33 interchange construction includes recurring lane shifts and temporary local access closures
- 20440444-1 SR 33 (Lakeland Hills Blvd.) from Parkview Place to North of Granada Street
Used for: Lakeland Hills Boulevard reconstruction is active through early 2027
- 21Bid/RFP/RFQ Information
Used for: City of Lakeland uses an electronic solicitation and supplier-registration process
- 22Business Tax Reports
Used for: City publishes searchable monthly and annual reports of new Business Tax Receipts
- 23Lakeland, FL Facts, Statistics and Data
Used for: Median year structure built and Share of housing units built before 2000
- 24American Community Survey 5-Year Data 2024
Used for: Median year structure built and Share of housing units built before 2000
- 25City of Lakeland Local Housing Assistance Plan 2026-2029
Used for: City housing plan includes owner-occupied rehabilitation and emergency repair strategies
- 26Phosphate
Used for: Lakeland is within a broader central Florida region with documented phosphate mining and reclamation activity
- 27Water Restrictions — Phase III Water Shortage Restrictions
Used for: Modified Phase III water shortage restrictions are active in Lakeland through October 1, 2026
- 28District Extends Modified Phase III Water Shortage
Used for: Modified Phase III water shortage restrictions are active in Lakeland through October 1, 2026
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.