70.2 average across 2 concepts
Local operating-model alignment analysis
Best Franchise Opportunities We Assessed in Buffalo, New York
We ranked 14 franchise concepts for Buffalo, New York using local demand, labor, transportation, real estate, regulation, and source-backed evidence.
Evaluation set
Why these concepts were evaluated
This is not a ranking of every franchise that may be offered in the city.
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 7 affected concepts
0.7 points average reduction among 8 affected concepts
Tested rank range spans 13 positions
Executive conclusion
What the ranking means for Buffalo, New York
Our Buffalo, New York analysis favored concepts whose operating requirements matched the city’s strongest service-demand conditions without depending too heavily on inexpensive labor, easy routing, or low-cost commercial space. Pillar To Post Home Inspectors, City Wide, and Aire Serv produced the three highest modeled alignment scores in the evaluated set. Property replacement-cycle demand was the strongest positive factor: it materially affected 7 concepts and added 0.7 points on average among them. Real estate and site feasibility was the broadest negative pressure, reducing the 8 exposed concepts by 0.7 points on average. The result is not that the highest-ranked brand is universally better. It means that, under the documented city assumptions and the operating profiles available to us, its local advantages outweighed its modeled constraints more effectively. Territory boundaries, candidate capabilities, capital structure, franchise economics, current FDD disclosures, and local franchisee validation remain outside this ranking and can materially change the decision.
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.
| Rank | Franchise | Alignment and tier | Largest advantage | Largest constraint | Evidence confidence |
|---|---|---|---|---|---|
| 1 | Pillar To Post Home InspectorsHome inspection | 70.6Tier 3 · Mixed modeled alignment | +0.5 ptsProperty replacement-cycle demand | No material negative local adjustment | Moderate evidence confidence |
| 2 | City WideFacility management | 70.5Tier 3 · Mixed modeled alignment | +0.3 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 3 | Aire ServHVAC installation, repair, and maintenance | 70.3Tier 3 · Mixed modeled alignment | +1.1 ptsProperty replacement-cycle demand | -0.8 ptsReal estate and site feasibility | Moderate evidence confidence |
| 4 | Mister Sparky ElectricElectrical | 70.3Tier 3 · Mixed modeled alignment | +0.6 ptsProperty replacement-cycle demand | -0.4 ptsReal estate and site feasibility | Moderate evidence confidence |
| 5 | Jan-Pro InternationalCommercial cleaning | 70.3Tier 3 · Mixed modeled alignment | +0.2 ptsTarget-market demand | No material negative local adjustment | Moderate evidence confidence |
| 6 | Rainbow International RestorationRestoration | 70.2Tier 3 · Mixed modeled alignment | +0.9 ptsProperty replacement-cycle demand | -0.8 ptsReal estate and site feasibility | Moderate evidence confidence |
| 7 | PuroCleanRestoration | 70.2Tier 3 · Mixed modeled alignment | +0.9 ptsProperty replacement-cycle demand | -0.8 ptsReal estate and site feasibility | Moderate evidence confidence |
| 8 | ActionCOACHBusiness coaching | 70.2Tier 3 · Mixed modeled alignment | +0.2 ptsReferral ecosystem | No material negative local adjustment | Moderate evidence confidence |
| 9 | Tiger AdjustersPublic insurance adjusting | 70.1Tier 3 · Mixed modeled alignment | +0.1 ptsReferral ecosystem | No material negative local adjustment | Moderate evidence confidence |
| 10 | Workout AnytimeFitness | 70.0Tier 3 · Mixed modeled alignment | No material positive local adjustment | No material negative local adjustment | Moderate evidence confidence |
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.
View the chart data as a table
| Concept | Target-market demand | Property replacement-cycle demand | Real estate and site feasibility | Referral ecosystem |
|---|---|---|---|---|
| #1 Pillar To Post Home Inspectors | — | +0.5 pts | — | +0.1 pts |
| #2 City Wide | +0.3 pts | — | — | +0.2 pts |
| #3 Aire Serv | — | +1.1 pts | -0.8 pts | — |
| #4 Mister Sparky Electric | — | +0.6 pts | -0.4 pts | — |
| #5 Jan-Pro International | +0.2 pts | — | — | — |
| #6 Rainbow International Restoration | — | +0.9 pts | -0.8 pts | +0.1 pts |
| #7 PuroClean | — | +0.9 pts | -0.8 pts | +0.1 pts |
| #8 ActionCOACH | — | — | — | +0.2 pts |
| #9 Tiger Adjusters | — | — | — | +0.1 pts |
| #10 Workout Anytime | — | — | — | — |
| #11 Mr. Rooter | — | +0.5 pts | -0.6 pts | — |
| #12 HomeSmiles | +0.1 pts | — | -0.4 pts | +0.2 pts |
| #13 ZOOM DRAIN | — | +0.5 pts | -0.8 pts | +0.1 pts |
| #14 FASTSIGNS | +0.1 pts | — | -0.8 pts | +0.1 pts |
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.
Neutralizing a factor removes it from every concept. A concept can move down even when its own score improves because competitors may benefit more.
Worked score example
How we calculated Pillar To Post Home Inspectors
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 | Not applicable to this operating model |
| Property replacement-cycle demand | +0.5 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not applicable to this operating model |
| 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 | 70.58 |
| Published local-market alignment | 70.6 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Interpretation
How to interpret the result
Pillar To Post Home Inspectors, City Wide, Aire Serv led because their operating requirements captured more of the local support from property replacement-cycle demand while remaining less exposed to real estate and site feasibility. 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 Pillar To Post Home Inspectors, City Wide, Aire Serv; their ranks move more widely when individual factors are neutralized.
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.
Target-market demand
We tested how much of the city’s theoretical customer and business demand remained usable after operating friction.
We applied a measurable adjustment to 4 of 14 concepts. When we neutralized the factor and recalculated the table, 10 concepts changed position. Jan-Pro International moved from #5 to #9, the largest movement among concepts directly affected by this factor.
Concepts helped most
Property replacement-cycle demand
We compared the age and condition of relevant property systems with the services each concept is actually equipped to provide.
We applied a measurable adjustment to 7 of 14 concepts. When we neutralized the factor and recalculated the table, 14 concepts changed position. Aire Serv moved from #3 to #14, the largest movement among concepts directly affected by this factor.
Concepts helped most
Real estate and site feasibility
We applied site and operating-base constraints only to concepts requiring comparable storefront, production, warehouse, or fleet space.
We applied a measurable adjustment to 8 of 14 concepts. When we neutralized the factor and recalculated the table, 13 concepts changed position. ZOOM DRAIN moved from #13 to #5, the largest movement among concepts directly affected by this factor.
Concepts challenged most
Referral ecosystem
We tested whether the local professional and institutional referral ecosystem materially separated the assessed concepts.
We applied a measurable adjustment to 9 of 14 concepts. When we neutralized the factor and recalculated the table, 4 concepts changed position. City Wide moved from #2 to #3, the largest movement among concepts directly affected by this factor.
Concepts helped most
- Competitive environmentNo material score adjustment
- Labor and staffing frictionNo material score adjustment
- Transportation, routing, and parkingNo material score adjustment
- Sales and customer acquisitionNo material score adjustment
- Territory qualityNo material score adjustment
- Regulatory and operating frictionNo material score adjustment
Category comparisons
Best franchise categories we assessed in Buffalo, New York
Category summaries are shown only when at least two concepts qualified. Two-concept comparisons are explicitly labeled as limited.
Best Restoration franchise opportunities we assessed in Buffalo, New York
2 Restoration concepts qualified for comparison, with scores ranging from 70.2 to 70.2. Rainbow International Restoration ranked highest at 70.2. Property replacement-cycle demand added 0.9 points on average among the affected concepts. Real estate and site feasibility reduced the exposed concepts by 0.8 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
- 70.2–70.2
- Category average
- 70.2
Compare all assessed concepts
Explore the complete score calculations
14 concepts shown. Expand a concept to see how each factor was treated and the single next check most capable of changing the result.
Pillar To Post Home Inspectors
Rank sensitivity: Highly sensitive
How we scored this concept
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 | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not applicable to this operating model |
| 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 | 70.58 |
| Published local-market alignment | 70.6 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- 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–#6
Most important next check
What service radius and drive-time ceiling has Pillar To Post Home Inspectors validated for the proposed territory?
City Wide
Rank sensitivity: Highly sensitive
How we scored this concept
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 included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not applicable to this operating model |
| 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 | 70.49 |
| 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 +0.3 pts
- Tested rank range
- #1–#8
Most important next check
What route-productivity assumptions has City Wide validated for the proposed territory?
Aire Serv
Rank sensitivity: Highly sensitive
How we scored this concept
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 | +1.1 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | -0.8 |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not applicable to this operating model |
| 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 | 70.28 |
| 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
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +1.1 pts
- Tested rank range
- #1–#14
Most important next check
What daily vehicle utilization and travel-time allowance are built into Aire Serv's operating plan?
Mister Sparky Electric
Rank sensitivity: Highly sensitive
How we scored this concept
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 | +0.6 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | -0.4 |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Effect below the publication threshold |
| 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 | 70.27 |
| 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
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.6 pts
- Tested rank range
- #3–#8
Most important next check
What daily vehicle utilization and travel-time allowance are built into Mister Sparky Electric's operating plan?
Jan-Pro International
Rank sensitivity: Highly sensitive
How we scored this concept
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 | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not applicable to this operating model |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Effect below the publication threshold |
| 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
- 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
- #2–#10
Most important next check
How many productive stops per vehicle per day must Jan-Pro International complete for the proposed territory to work operationally?
Rainbow International Restoration
Rank sensitivity: Highly sensitive
How we scored this concept
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 | Effect below the publication threshold |
| Property replacement-cycle demand | +0.9 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | -0.8 |
| 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 | 70.24 |
| 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 +0.9 pts
- Tested rank range
- #2–#10
Most important next check
Which ZIP codes can Rainbow International Restoration serve within its target emergency-response time under normal and peak traffic conditions?
PuroClean
Rank sensitivity: Highly sensitive
How we scored this concept
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 | +0.9 |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | -0.8 |
| 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 | 70.21 |
| Published local-market alignment | 70.2 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Property replacement-cycle demand +0.9 pts
- Tested rank range
- #3–#12
Most important next check
How much secure vehicle and equipment storage does PuroClean require at its operating base?
ActionCOACH
Rank sensitivity: Highly sensitive
How we scored this concept
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 | Effect below the publication threshold |
| Property replacement-cycle demand | Not applicable to this operating model |
| Competitive environment | Not included in the score |
| Labor and staffing friction | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not applicable to this operating model |
| 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 | 70.20 |
| 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
- Referral ecosystem +0.2 pts
- Tested rank range
- #3–#11
Most important next check
How many qualified local business accounts fall inside the territory proposed for ActionCOACH?
Tiger Adjusters
Rank sensitivity: Highly sensitive
How we scored this concept
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 | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not applicable to this operating model |
| 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 | 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
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Referral ecosystem +0.1 pts
- Tested rank range
- #5–#13
Most important next check
What daily vehicle utilization and travel-time allowance are built into Tiger Adjusters's operating plan?
Workout Anytime
Rank sensitivity: Highly sensitive
How we scored this concept
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 | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | Not applicable to this operating model |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Not applicable to this operating model |
| 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
- #6–#14
Most important next check
What trade-area boundary and population base would Workout Anytime use to evaluate the proposed location?
Mr. Rooter
Rank sensitivity: Highly sensitive
How we scored this concept
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 | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | -0.6 |
| Sales and customer acquisition | Not included in the score |
| Referral ecosystem | Effect below the publication threshold |
| 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 | 69.96 |
| 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
- Real estate and site feasibility -0.6 pts
- Tested rank range
- #7–#11
Most important next check
How many field vehicles must Mr. Rooter deploy, and where would they begin and end each service day?
HomeSmiles
Rank sensitivity: Highly sensitive
How we scored this concept
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 | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | -0.4 |
| 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 | 69.88 |
| Published local-market alignment | 69.9 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Adequate
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Real estate and site feasibility -0.4 pts
- Tested rank range
- #7–#13
Most important next check
How many field vehicles must HomeSmiles deploy, and where would they begin and end each service day?
ZOOM DRAIN
Rank sensitivity: Highly sensitive
How we scored this concept
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 | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | -0.8 |
| 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 | 69.78 |
| Published local-market alignment | 69.8 |
Factor calculations use full precision. Contributions and published scores are displayed to one decimal place; ranking order uses the full-precision score.
Evidence confidence
- City Modifier Evidence
- Adequate
- Factor Research Coverage
- Adequate
- Franchise-profile completeness
- Limited
- Source-evidence confidence
- Strong
- Geographic applicability
- Limited
- Overall evidence confidence
- Moderate evidence confidence
- Largest absolute effect
- Real estate and site feasibility -0.8 pts
- Tested rank range
- #5–#13
Most important next check
Where must ZOOM DRAIN stage crews and vehicles to protect after-hours response times across the proposed territory?
FASTSIGNS
Rank sensitivity: Moderately sensitive
How we scored this concept
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 | Not included in the score |
| Transportation, routing, and parking | Depends on the specific site, territory, or operating condition |
| Real estate and site feasibility | -0.8 |
| 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 | 69.35 |
| Published local-market alignment | 69.3 |
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
- Real estate and site feasibility -0.8 pts
- Tested rank range
- #11–#14
Most important next check
What daily vehicle utilization and travel-time allowance are built into FASTSIGNS's operating plan?
No franchise concepts match the selected filters.
Metric registry
The 31 local metrics behind this analysis
The registry exposes the raw value, period, geography, factor mapping, and source for every public metric used in the city research.
View all local metrics
| Metric | Raw value | Period | Geography | How used | Source |
|---|---|---|---|---|---|
| Resident population estimate on July 1, 2025 | 274,613people | July 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic Census measures | Buffalo, New York | Evidence for Target-market demand, Territory quality | [4] |
| Population change from April 2020 estimate base to July 2025 | -1.3percent | July 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic Census measures | Buffalo, New York | Evidence for Target-market demand | [4] |
| Households, 2020-2024 ACS period | 119,630households | July 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic Census measures | Buffalo, New York | Evidence for Target-market demand | [4] |
| Owner-occupied housing unit rate, 2020-2024 | 43percent | July 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic Census measures | Buffalo, New York | Evidence for Target-market demand, Property replacement-cycle demand | [4] |
| Median household income, 2020-2024, in 2024 dollars | 50,041usd 2024 | July 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic Census measures | Buffalo, New York | Evidence for Target-market demand | [4] |
| Persons in poverty | 26percent | July 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic Census measures | Buffalo, New York | Evidence for Target-market demand | [4] |
| Health care and social assistance receipts/revenue in 2022 | 6,539,825usd thousands | July 1, 2025 population estimate; 2020-2024 ACS; 2022 Economic Census measures | Buffalo, New York | Evidence for Target-market demand, Referral ecosystem | [4] |
| Erie County health officials characterize Buffalo as having some of the oldest housing stock in the country | some of the oldest housing stock in the countryofficial characterization | Current housing-age risk characterization at publication | Buffalo, New York | Evidence for Property replacement-cycle demand, Regulatory and operating friction | [5] |
| Erie County states that much of its housing stock, especially in Buffalo, was built before 1978 | much of housing stock built before 1978qualitative prevalence | Current program and pre-1978 housing guidance as updated March 12, 2026 | Buffalo, New York and Erie County | Evidence for Property replacement-cycle demand, Regulatory and operating friction | [6] [5] |
| Lead-safe work practices are required in Erie County for renovation, repair, painting, and maintenance on covered pre-1978 housing | required for covered pre 1978 housingrequirement | Current program and pre-1978 housing guidance as updated March 12, 2026 | Erie County, including Buffalo | Evidence for Regulatory and operating friction, Property replacement-cycle demand | [6] |
| State lead rental registry in Erie County applies to covered rental properties meeting unit-count, community-of-concern, and pre-1980 construction gates | minimum units: 2; construction year before: 1,980; community of concern required: yes; inspection frequency years: 3; remediation window days: 45rule parameters | Lead rental registry requirements active beginning November 3, 2025 and current through April 2026 update | Erie County Communities of Concern including Buffalo ZIP codes | Evidence for Regulatory and operating friction, Property replacement-cycle demand | [7] |
| Buffalo winters are generally cloudy, cold, snowy, and changeable, and more than half of annual snowfall is lake-effect and highly localized | winter conditions: cold, snowy, frequent thaws and rain; lake effect share: over half of annual snowfall; lake effect is localized: yesclimate characteristics | Long-run Buffalo climate narrative; current page accessed August 2026 | Buffalo and Niagara Frontier | Evidence for Property replacement-cycle demand, Transportation, routing, and parking | [8] |
| Current City FAQ prohibits parking on bus routes from 1:30 AM to 7:00 AM during the stated winter season | current faq season: November 1-April 15; restricted hours: 01:30-07:00; location gate: designated bus routerecurring rule | Current parking-enforcement guidance accessed August 2026 | City of Buffalo designated bus routes | Evidence for Transportation, routing, and parking, Territory quality | [9] |
| The City has delayed winter-parking enforcement based on weather conditions, demonstrating annual timing can vary | example season: 2024-2025; delay until: 2024-12-01; weekly reassessment announced: yeshistorical enforcement adjustment | 2024-2025 winter enforcement transition | Buffalo, New York | Evidence for Transportation, routing, and parking | [10] |
| Current City preservation page lists local landmarks and historic districts and their approximate parcel coverage | local landmarks: 159; local historic districts: 18; approx city parcels percent: 4designation counts | Current landmark and local historic-district designations accessed August 2026 | Buffalo, New York | Evidence for Regulatory and operating friction, Territory quality | [11] |
| Preservation Board reviews exterior work to local landmarks and properties within local historic districts | exterior work review required for designated propertiesrequirement | Current review process and 2026 board schedule accessed August 2026 | City of Buffalo local landmarks and local historic districts | Evidence for Regulatory and operating friction | [12] |
| Buffalo Sewer downstream-capacity review fee for qualifying additional flow | additional flow threshold gpd: 2,500; bsa application fee usd: 150; bsa per 100 linear feet new pipe usd: 25; erie county health review fee usd: 300fee schedule | Current permit, downstream capacity analysis, and review-fee guidance accessed August 2026 | Buffalo Sewer Authority jurisdiction | Evidence for Regulatory and operating friction, Real estate and site feasibility | [13] |
| Major occupational-group hourly wages in Buffalo-Cheektowaga compared with the U.S., May 2025 | food preparation and serving: buffalo usd per hour: 20.26, us usd per hour: 17.86; building and grounds cleaning: buffalo usd per hour: 19.93, us usd per hour: 19.66; office and administrative support: buffalo usd per hour: 24.87, us usd per hour: 24.79; construction and extraction: buffalo usd per hour: 32.7, us usd per hour: 31.42; installation maintenance and repair: buffalo usd per hour: 30.1, us usd per hour: 30.44; transportation and material moving: buffalo usd per hour: 22.54, us usd per hour: 23.96mean hourly wage usd | May 2025 occupational employment and wage estimates; release reissued June 24, 2026 | Buffalo-Cheektowaga, NY MSA | Evidence for Labor and staffing friction | [14] |
| Unemployment rate in June 2026, preliminary | 4.1percent | Labor force and nonfarm employment through June 2026; June values preliminary | Buffalo-Cheektowaga, NY MSA | Evidence for Labor and staffing friction, Target-market demand | [15] |
| Total nonfarm employment in June 2026, preliminary | 567,400jobs | Labor force and nonfarm employment through June 2026; June values preliminary | Buffalo-Cheektowaga, NY MSA | Evidence for Target-market demand, Labor and staffing friction | [15] |
| Professional and business services employment in June 2026, preliminary | 76,200jobs | Labor force and nonfarm employment through June 2026; June values preliminary | Buffalo-Cheektowaga, NY MSA | Evidence for Target-market demand, Referral ecosystem, Labor and staffing friction | [15] |
| Education and health services employment in June 2026, preliminary | 107,000jobs | Labor force and nonfarm employment through June 2026; June values preliminary | Buffalo-Cheektowaga, NY MSA | Evidence for Target-market demand, Referral ecosystem, Labor and staffing friction | [15] |
| General minimum wage for the remainder of New York State in 2026 | 16usd per hour | Rate effective January 1 through December 31, 2026 | Remainder of New York State, including Buffalo | Evidence for Labor and staffing friction, Regulatory and operating friction | [16] |
| Buffalo Niagara Medical Campus district scale | area acres minimum: 120; public private companies minimum: 200; employees minimum: 16,000; annual patients and visitors: 1,500,000district scale | Current district scale statements accessed August 2026 | Buffalo Niagara Medical Campus, Buffalo, New York | Evidence for Target-market demand, Referral ecosystem, Labor and staffing friction, Territory quality | [17] |
| Overall Buffalo office vacancy rate in Q2 2026 | 20.9percent | Second quarter 2026 | Buffalo office market | Evidence for Real estate and site feasibility, Territory quality, Target-market demand | [19] |
| Buffalo CBD office vacancy and asking rent in Q2 2026 | vacancy percent: 21.9; all class asking rent usd psf: 20.75; class a asking rent usd psf: 33market metrics | Second quarter 2026 | Buffalo CBD office submarket | Evidence for Real estate and site feasibility, Territory quality, Target-market demand | [19] |
| Buffalo CBD office net absorption in Q2 2026 and year to date | current quarter sqft: 165,000; ytd sqft: 216,268square feet | Second quarter 2026 | Buffalo CBD office submarket | Evidence for Target-market demand, Territory quality, Real estate and site feasibility | [19] |
| Buffalo industrial overall vacancy and weighted net asking rent in Q2 2026 | vacancy percent: 7; weighted net asking rent usd psf year: 7.5market metrics | Second quarter 2026 | Buffalo-Niagara industrial market | Evidence for Real estate and site feasibility, Territory quality | [20] |
| Office service/flex inventory and weighted asking rent reported in Q2 2026 industrial statistics | inventory sqft: 3,346,228; reported vacant sqft: 493,692; weighted net asking rent usd psf year: 9.5market metrics | Second quarter 2026 | Buffalo-Niagara office service/flex segment | Evidence for Real estate and site feasibility | [20] |
| Current industrial report identifies limited supply and high purchase demand for 10,000-20,000 square-foot properties, with particular supply pressure in the 25,000-50,000 square-foot range | high purchase demand sqft range: 10,000, 20,000; particularly limited supply sqft range: 25,000, 50,000; lease opportunities under 50000 sqft reported: yessize range condition | Second quarter 2026 | Buffalo-Niagara industrial market | Evidence for Real estate and site feasibility, Territory quality | [20] [18] |
| City purchasing uses vendor lists and informal versus formal bid processes with a stated USD 20,000 threshold | informal bid projected cost: under 20000 usd; formal bid projected cost: over 20000 usd; vendor list available: yesprocess rule | Current purchasing process accessed August 2026 | City of Buffalo procurement | Evidence for Sales and customer acquisition, Referral ecosystem | [21] |
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.
Why every concept begins at 70.0
70.0 is a neutral display baseline shared by every concept. Local conditions can move a score by no more than 18.0 points in either direction under the current model. It 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
How factor rows are classified
“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 7, 2026Added conditional scoring gates, factor-status transparency, rank-sensitivity testing, metric registry output, and factor-impact visualization data.
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 52)Internal or supplied research; not publicly accessible.
- 2Forensic Audit of Municipal Structural Constraints: Cross-Jurisdictional Barrier AnalysisInternal or supplied research; not publicly accessible.
- 3Franchise data - remake - Combine2 neighborhood research tableInternal or supplied research; not publicly accessible.
- 4QuickFacts: Buffalo city, New York
Used for: Resident population estimate on July 1, 2025, Population change from April 2020 estimate base to July 2025, Households, 2020-2024 ACS period, Owner-occupied housing unit rate, 2020-2024, and Median household income, 2020-2024, in 2024 dollars
- 5Kids in your home? Know your risks of lead poisoning
Used for: Erie County health officials characterize Buffalo as having some of the oldest housing stock in the country and Erie County states that much of its housing stock, especially in Buffalo, was built before 1978
- 6LeadSAFE Erie County
Used for: Erie County states that much of its housing stock, especially in Buffalo, was built before 1978 and Lead-safe work practices are required in Erie County for renovation, repair, painting, and maintenance on covered pre-1978 housing
- 7New York State Lead Rental Registry and Proactive Rental Inspections
Used for: State lead rental registry in Erie County applies to covered rental properties meeting unit-count, community-of-concern, and pre-1980 construction gates
- 8Buffalo Climate Narrative
Used for: Buffalo winters are generally cloudy, cold, snowy, and changeable, and more than half of annual snowfall is lake-effect and highly localized
- 9Frequently Asked Questions: Parking Enforcement
Used for: Current City FAQ prohibits parking on bus routes from 1:30 AM to 7:00 AM during the stated winter season
- 10City of Buffalo Delays Winter Parking Regulations Until December 1
Used for: The City has delayed winter-parking enforcement based on weather conditions, demonstrating annual timing can vary
- 11Historic Preservation
Used for: Current City preservation page lists local landmarks and historic districts and their approximate parcel coverage
- 12Preservation Board
Used for: Preservation Board reviews exterior work to local landmarks and properties within local historic districts
- 13Apply for a Sewer Connection or Permit
Used for: Buffalo Sewer downstream-capacity review fee for qualifying additional flow
- 14Occupational Employment and Wages in Buffalo-Cheektowaga — May 2025
Used for: Major occupational-group hourly wages in Buffalo-Cheektowaga compared with the U.S., May 2025
- 15Buffalo-Cheektowaga, NY Economy at a Glance
Used for: Unemployment rate in June 2026, preliminary, Total nonfarm employment in June 2026, preliminary, Professional and business services employment in June 2026, preliminary, and Education and health services employment in June 2026, preliminary
- 16New York State's Minimum Wage
Used for: General minimum wage for the remainder of New York State in 2026
- 17The Buffalo Niagara Medical Campus
Used for: Buffalo Niagara Medical Campus district scale
- 18Buffalo MarketBeat Reports
Used for: Current industrial report identifies limited supply and high purchase demand for 10,000-20,000 square-foot properties, with particular supply pressure in the 25,000-50,000 square-foot range
- 19Buffalo, NY Office Q2 2026 MarketBeat
Used for: Overall Buffalo office vacancy rate in Q2 2026, Buffalo CBD office vacancy and asking rent in Q2 2026, and Buffalo CBD office net absorption in Q2 2026 and year to date
- 20Buffalo, NY Industrial Q2 2026 MarketBeat
Used for: Buffalo industrial overall vacancy and weighted net asking rent in Q2 2026, Office service/flex inventory and weighted asking rent reported in Q2 2026 industrial statistics, and Current industrial report identifies limited supply and high purchase demand for 10,000-20,000 square-foot properties, with particular supply pressure in the 25,000-50,000 square-foot range
- 21Division of Purchase
Used for: City purchasing uses vendor lists and informal versus formal bid processes with a stated USD 20,000 threshold
- 22
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.
