Local operating-model alignment analysis

Best Franchise Opportunities We Assessed in Detroit, Michigan

We ranked 14 franchise concepts for Detroit, Michigan using local demand, labor, transportation, real estate, regulation, and source-backed evidence.

What “best” means in this ranking“Best” means the strongest modeled local operating alignment among the franchise concepts assessed on this page. It does not estimate earnings or determine which franchise is best for a particular candidate.
Analysis by Thomas Jepsen, MSc Model: 0.9.0
14Concepts evaluated
23Sources used
19Primary sources
35Local metrics

Evaluation set

Why these concepts were evaluated

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

14Concepts assessed

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

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

City-level conclusions

What stood out in our assessment

Highest category average (limited comparison)Restoration

70.0 average across 2 concepts

Largest positive factorProperty replacement-cycle demand

1.1 points average among 7 affected concepts

Largest negative factorTerritory quality

0.4 points average reduction among 14 affected concepts

Most assumption-sensitive rankAire Serv

Tested rank range spans 9 positions

Executive conclusion

What the ranking means for Detroit, Michigan

Our Detroit, Michigan 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. City Wide, Rainbow International Restoration, and Jan-Pro International 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 1.1 points on average among them. Territory quality was the broadest negative pressure, reducing the 14 exposed concepts by 0.4 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.

Rankings use full-precision scores.Displayed values use one decimal place. Identical displayed scores can therefore have different ranks, and close results should be treated as effectively similar.
RankFranchiseAlignment and tierLargest advantageLargest constraintEvidence confidence
1City WideFacility management
70.7Tier 3 · Mixed modeled alignment
+0.9 ptsTarget-market demand-0.1 ptsTerritory qualityModerate evidence confidence
2Rainbow International RestorationRestoration
70.1Tier 3 · Mixed modeled alignment
+1.3 ptsProperty replacement-cycle demand-0.5 ptsTransportation, routing, and parkingModerate evidence confidence
3Jan-Pro InternationalCommercial cleaning
70.0Tier 3 · Mixed modeled alignment
+0.6 ptsTarget-market demand-0.3 ptsTerritory qualityModerate evidence confidence
4ActionCOACHBusiness coaching
70.0Tier 3 · Mixed modeled alignment
+0.1 ptsTarget-market demand-0.1 ptsTerritory qualityModerate evidence confidence
5PuroCleanRestoration
69.9Tier 3 · Mixed modeled alignment
+1.3 ptsProperty replacement-cycle demand-0.6 ptsTransportation, routing, and parkingModerate evidence confidence
6Aire ServHVAC installation, repair, and maintenance
69.8Tier 3 · Mixed modeled alignment
+1.6 ptsProperty replacement-cycle demand-0.8 ptsLabor and staffing frictionModerate evidence confidence
7Pillar To Post Home InspectorsHome inspection
69.8Tier 3 · Mixed modeled alignment
+0.7 ptsProperty replacement-cycle demand-0.4 ptsTransportation, routing, and parkingModerate evidence confidence
8FASTSIGNSSigns and graphics
69.4Tier 3 · Mixed modeled alignment
+0.3 ptsTarget-market demand-0.6 ptsTerritory qualityModerate evidence confidence
9Tiger AdjustersPublic insurance adjusting
69.4Tier 3 · Mixed modeled alignment
No material positive local adjustment-0.3 ptsTerritory qualityModerate evidence confidence
10HomeSmilesProperty maintenance services
69.4Tier 3 · Mixed modeled alignment
+0.3 ptsTarget-market demand-0.5 ptsTerritory qualityModerate evidence confidence

View all 14 score calculations

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.

Factor impact among the highest-rated franchise conceptsDiverging dot plot showing nonzero factor score contributions for the top 14 concepts. Zero-point concept-factor pairs are omitted, and factors with no nonzero contributions are excluded.+2.0+1.00.0-1.0-2.0
Target-market demand
#1 City Wide · Target-market demand · +0.9 pts1#2 Rainbow International Restoration · Target-market demand · +0.1 pts2#3 Jan-Pro International · Target-market demand · +0.6 pts3#4 ActionCOACH · Target-market demand · +0.1 pts4#8 FASTSIGNS · Target-market demand · +0.3 pts8#10 HomeSmiles · Target-market demand · +0.3 pts10#14 Workout Anytime · Target-market demand · -0.8 pts14
Property replacement-cycle demand
#2 Rainbow International Restoration · Property replacement-cycle demand · +1.3 pts2#5 PuroClean · Property replacement-cycle demand · +1.3 pts5#6 Aire Serv · Property replacement-cycle demand · +1.6 pts6#7 Pillar To Post Home Inspectors · Property replacement-cycle demand · +0.7 pts7#11 Mister Sparky Electric · Property replacement-cycle demand · +0.9 pts11#12 Mr. Rooter · Property replacement-cycle demand · +0.8 pts12#13 ZOOM DRAIN · Property replacement-cycle demand · +0.8 pts13
Labor and staffing friction
#2 Rainbow International Restoration · Labor and staffing friction · -0.3 pts2#5 PuroClean · Labor and staffing friction · -0.3 pts5#6 Aire Serv · Labor and staffing friction · -0.8 pts6#7 Pillar To Post Home Inspectors · Labor and staffing friction · -0.1 pts7#8 FASTSIGNS · Labor and staffing friction · -0.2 pts8#9 Tiger Adjusters · Labor and staffing friction · -0.1 pts9#10 HomeSmiles · Labor and staffing friction · -0.3 pts10#11 Mister Sparky Electric · Labor and staffing friction · -0.8 pts11#12 Mr. Rooter · Labor and staffing friction · -0.7 pts12#13 ZOOM DRAIN · Labor and staffing friction · -0.7 pts13
Transportation, routing, and parking
#1 City Wide · Transportation, routing, and parking · -0.1 pts1#2 Rainbow International Restoration · Transportation, routing, and parking · -0.5 pts2#3 Jan-Pro International · Transportation, routing, and parking · -0.3 pts3#5 PuroClean · Transportation, routing, and parking · -0.6 pts5#6 Aire Serv · Transportation, routing, and parking · -0.6 pts6#7 Pillar To Post Home Inspectors · Transportation, routing, and parking · -0.4 pts7#8 FASTSIGNS · Transportation, routing, and parking · -0.1 pts8#9 Tiger Adjusters · Transportation, routing, and parking · -0.2 pts9#10 HomeSmiles · Transportation, routing, and parking · -0.2 pts10#11 Mister Sparky Electric · Transportation, routing, and parking · -0.6 pts11#12 Mr. Rooter · Transportation, routing, and parking · -0.7 pts12#13 ZOOM DRAIN · Transportation, routing, and parking · -0.8 pts13
Territory quality
#1 City Wide · Territory quality · -0.1 pts1#2 Rainbow International Restoration · Territory quality · -0.5 pts2#3 Jan-Pro International · Territory quality · -0.3 pts3#4 ActionCOACH · Territory quality · -0.1 pts4#5 PuroClean · Territory quality · -0.5 pts5#6 Aire Serv · Territory quality · -0.5 pts6#7 Pillar To Post Home Inspectors · Territory quality · -0.4 pts7#8 FASTSIGNS · Territory quality · -0.6 pts8#9 Tiger Adjusters · Territory quality · -0.3 pts9#10 HomeSmiles · Territory quality · -0.5 pts10#11 Mister Sparky Electric · Territory quality · -0.5 pts11#12 Mr. Rooter · Territory quality · -0.5 pts12#13 ZOOM DRAIN · Territory quality · -0.5 pts13#14 Workout Anytime · Territory quality · -1.0 pts14
Primary source records by factorTarget-market demand: [1] [2] [10] [11] [12] [20] [21] [15] [23]Property replacement-cycle demand: [2] [3] [16] [17] [4] [5]Competitive environment: [1] [20] [18] [19]Labor and staffing friction: [13] [15] [14] [2] [3]Transportation, routing, and parking: [1] [16] [17] [22] [23] [11]Real estate and site feasibility: [18] [19] [6] [7] [20]Sales and customer acquisition: [8] [9] [20] [1]Referral ecosystem: [10] [11] [12] [8] [1]Territory quality: [1] [2] [20] [21] [18] [19] [22]Regulatory and operating friction: [4] [5] [6] [7] [8] [9] [14] [17]
View the chart data as a table
ConceptTarget-market demandProperty replacement-cycle demandLabor and staffing frictionTransportation, routing, and parkingTerritory quality
#1 City Wide+0.9 pts-0.1 pts-0.1 pts
#2 Rainbow International Restoration+0.1 pts+1.3 pts-0.3 pts-0.5 pts-0.5 pts
#3 Jan-Pro International+0.6 pts-0.3 pts-0.3 pts
#4 ActionCOACH+0.1 pts-0.1 pts
#5 PuroClean+1.3 pts-0.3 pts-0.6 pts-0.5 pts
#6 Aire Serv+1.6 pts-0.8 pts-0.6 pts-0.5 pts
#7 Pillar To Post Home Inspectors+0.7 pts-0.1 pts-0.4 pts-0.4 pts
#8 FASTSIGNS+0.3 pts-0.2 pts-0.1 pts-0.6 pts
#9 Tiger Adjusters-0.1 pts-0.2 pts-0.3 pts
#10 HomeSmiles+0.3 pts-0.3 pts-0.2 pts-0.5 pts
#11 Mister Sparky Electric+0.9 pts-0.8 pts-0.6 pts-0.5 pts
#12 Mr. Rooter+0.8 pts-0.7 pts-0.7 pts-0.5 pts
#13 ZOOM DRAIN+0.8 pts-0.7 pts-0.8 pts-0.5 pts
#14 Workout Anytime-0.8 pts-1.0 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.

#1 City WideModerately sensitive · tested #1–#4
#2 Rainbow International RestorationHighly sensitive · tested #1–#8
#3 Jan-Pro InternationalHighly sensitive · tested #2–#7
#4 ActionCOACHHighly sensitive · tested #3–#7
#5 PuroCleanHighly sensitive · tested #2–#9
#6 Aire ServHighly sensitive · tested #2–#11
#7 Pillar To Post Home InspectorsStable · tested #6–#7
#8 FASTSIGNSHighly sensitive · tested #4–#11
#9 Tiger AdjustersHighly sensitive · tested #5–#11
#10 HomeSmilesHighly sensitive · tested #6–#10
#11 Mister Sparky ElectricHighly sensitive · tested #8–#12
#12 Mr. RooterStable · tested #12–#13
#13 ZOOM DRAINModerately sensitive · tested #12–#14
#14 Workout AnytimeHighly sensitive · tested #10–#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.

Worked score example

How we calculated City Wide

This example uses the same ledger shown for every concept and must reconcile exactly to the published score.

Full score ledger

Every factor is classified so a displayed zero is not confused with missing, conditional, or non-applicable evidence.

Neutral model baseline70.0
Target-market demand+0.9
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parking-0.1
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.1
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.75
Published local-market alignment70.7

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.

Interpretation

How to interpret the result

City Wide, Rainbow International Restoration, Jan-Pro International led because their operating requirements captured more of the local support from property replacement-cycle demand while remaining less exposed to territory quality. 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 Rainbow International Restoration, Jan-Pro International, ActionCOACH; 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.

Operating environment50Mixed or model dependent

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 7 of 14 concepts. When we neutralized the factor and recalculated the table, 13 concepts changed position. Jan-Pro International moved from #3 to #8, the largest movement among concepts directly affected by this factor.

Concepts adjusted7 of 14
Average among affected+0.2 pts
Average across all concepts+0.1 pts
Concepts changing rank13

Concepts helped most

City WideFacility management
+0.9 pts
Jan-Pro InternationalCommercial cleaning
+0.6 pts
FASTSIGNSSigns and graphics
+0.3 pts
HomeSmilesProperty maintenance services
+0.3 pts
Rainbow International RestorationRestoration
+0.1 pts

Concepts challenged most

Workout AnytimeFitness
-0.8 pts
Measured but not differentiating in this concept set
  • Competitive environmentNo material score adjustment
  • Real estate and site feasibilityNo material score adjustment
  • Sales and customer acquisitionNo material score adjustment
  • Referral ecosystemNo material score adjustment
  • Regulatory and operating frictionNo material score adjustment

Category comparisons

Best franchise categories we assessed in Detroit, Michigan

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

Limited two-concept comparison

Best Restoration franchise opportunities we assessed in Detroit, Michigan

70.0

2 Restoration concepts qualified for comparison, with scores ranging from 69.9 to 70.1. Rainbow International Restoration ranked highest at 70.1. Property replacement-cycle demand added 1.3 points on average among the affected concepts. Transportation, routing, and parking reduced the exposed concepts by 0.6 points on average.

Interpret cautiously: A 0.3-point spread is too small to support a strong brand-level conclusion from city alignment alone.

Concepts compared
2
Score range
69.9–70.1
Category average
70.0
Rainbow International Restoration70.1
PuroClean69.9

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.

#1Tier 3 · Mixed modeled alignment70.7

City Wide

Facility management · B2B facility management and vendor coordination

Increase +0.9 pts Target-market demandReduction -0.1 pts Territory quality

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 baseline70.0
Target-market demand+0.9
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parking-0.1
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.1
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.75
Published local-market alignment70.7

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.9 pts
Tested rank range
#1–#4

Most important next check

What share of City Wide's local pipeline is expected from national accounts, property managers, and franchisee-generated B2B sales?

#2Tier 3 · Mixed modeled alignment70.1

Rainbow International Restoration

Restoration · emergency property restoration

Increase +1.3 pts Property replacement-cycle demandReduction -0.5 pts Transportation, routing, and parking

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 baseline70.0
Target-market demand+0.1
Property replacement-cycle demand+1.3
Competitive environmentNot included in the score
Labor and staffing friction-0.3
Transportation, routing, and parking-0.5
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.5
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.14
Published local-market alignment70.1

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
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +1.3 pts
Tested rank range
#1–#8

Most important next check

Which building conditions and loss events are expected to create the most restoration demand for Rainbow International Restoration?

#3Tier 3 · Mixed modeled alignment70.0

Jan-Pro International

Commercial cleaning · recurring commercial route service

Increase +0.6 pts Target-market demandReduction -0.3 pts Territory quality

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 baseline70.0
Target-market demand+0.6
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parking-0.3
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.3
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score70.02
Published local-market alignment70.0

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Target-market demand +0.6 pts
Tested rank range
#2–#7

Most important next check

What share of Jan-Pro International's opening account base must come from local selling versus system or master-account channels?

#4Tier 3 · Mixed modeled alignment70.0

ActionCOACH

Business coaching · home-based B2B advisory

Increase +0.1 pts Target-market demandReduction -0.1 pts Territory quality

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 baseline70.0
Target-market demand+0.1
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingNot applicable to this operating model
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.1
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.96
Published local-market alignment70.0

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Territory quality -0.1 pts
Tested rank range
#3–#7

Most important next check

What mix of outbound prospecting, professional referrals, and system-generated leads is assumed for ActionCOACH's local client pipeline?

#5Tier 3 · Mixed modeled alignment69.9

PuroClean

Restoration · emergency property restoration

Increase +1.3 pts Property replacement-cycle demandReduction -0.6 pts Transportation, routing, and parking

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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+1.3
Competitive environmentNot included in the score
Labor and staffing friction-0.3
Transportation, routing, and parking-0.6
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.5
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.88
Published local-market alignment69.9

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
Limited
Source-evidence confidence
Strong
Geographic applicability
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +1.3 pts
Tested rank range
#2–#9

Most important next check

Which building conditions and loss events are expected to create the most restoration demand for PuroClean?

#6Tier 3 · Mixed modeled alignment69.8

Aire Serv

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

Increase +1.6 pts Property replacement-cycle demandReduction -0.8 pts Labor and staffing friction

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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+1.6
Competitive environmentNot included in the score
Labor and staffing friction-0.8
Transportation, routing, and parking-0.6
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.5
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.81
Published local-market alignment69.8

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
Adequate
Source-evidence confidence
Strong
Geographic applicability
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +1.6 pts
Tested rank range
#2–#11

Most important next check

Which equipment ages and replacement triggers are expected to generate the strongest service mix for Aire Serv?

#7Tier 3 · Mixed modeled alignment69.8

Pillar To Post Home Inspectors

Home inspection · mobile property inspection service

Increase +0.7 pts Property replacement-cycle demandReduction -0.4 pts Transportation, routing, and parking

Rank sensitivity: Stable

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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.7
Competitive environmentNot included in the score
Labor and staffing friction-0.1
Transportation, routing, and parking-0.4
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.4
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.78
Published local-market alignment69.8

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
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.7 pts
Tested rank range
#6–#7

Most important next check

What service radius and drive-time ceiling has Pillar To Post Home Inspectors validated for the proposed territory?

#8Tier 3 · Mixed modeled alignment69.4

FASTSIGNS

Signs and graphics · B2B production and installation center

Increase +0.3 pts Target-market demandReduction -0.6 pts Territory quality

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 baseline70.0
Target-market demand+0.3
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.2
Transportation, routing, and parking-0.1
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.5
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.45
Published local-market alignment69.4

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Territory quality -0.6 pts
Tested rank range
#4–#11

Most important next check

Which use, storage, ventilation, or permit requirements apply to FASTSIGNS's proposed production or service base?

#9Tier 3 · Mixed modeled alignment69.4

Tiger Adjusters

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

No material positive local adjustment identifiedReduction -0.3 pts Territory quality

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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.1
Transportation, routing, and parking-0.2
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.3
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.38
Published local-market alignment69.4

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
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Territory quality -0.3 pts
Tested rank range
#5–#11

Most important next check

Which professional referral partners must Tiger Adjusters establish locally, and how many active relationships support the plan?

#10Tier 3 · Mixed modeled alignment69.4

HomeSmiles

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

Increase +0.3 pts Target-market demandReduction -0.5 pts Territory quality

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 baseline70.0
Target-market demand+0.3
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing friction-0.3
Transportation, routing, and parking-0.2
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.5
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.36
Published local-market alignment69.4

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
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Territory quality -0.5 pts
Tested rank range
#6–#10

Most important next check

Which ZIP codes and appointment density assumptions define HomeSmiles's practical service territory?

#11Tier 3 · Mixed modeled alignment69.0

Mister Sparky Electric

Electrical · skilled-trade home service

Increase +0.9 pts Property replacement-cycle demandReduction -0.8 pts Labor and staffing friction

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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.9
Competitive environmentNot included in the score
Labor and staffing friction-0.8
Transportation, routing, and parking-0.6
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.5
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score69.01
Published local-market alignment69.0

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
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.9 pts
Tested rank range
#8–#12

Most important next check

Which licensed roles must Mister Sparky Electric hire or contract locally, and what recruiting timeline is built into the opening plan?

#12Tier 3 · Mixed modeled alignment68.8

Mr. Rooter

Plumbing · scheduled and emergency skilled-trade service

Increase +0.8 pts Property replacement-cycle demandReduction -0.7 pts Transportation, routing, and parking

Rank sensitivity: Stable

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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.8
Competitive environmentNot included in the score
Labor and staffing friction-0.7
Transportation, routing, and parking-0.7
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.5
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score68.76
Published local-market alignment68.8

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
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Property replacement-cycle demand +0.8 pts
Tested rank range
#12–#13

Most important next check

Which pipe, drain, and fixture conditions are expected to drive the most repeatable work for Mr. Rooter?

#13Tier 3 · Mixed modeled alignment68.7

ZOOM DRAIN

Drain and sewer service · emergency skilled-trade route service

Increase +0.8 pts Property replacement-cycle demandReduction -0.8 pts Transportation, routing, and parking

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 baseline70.0
Target-market demandNot applicable to this operating model
Property replacement-cycle demand+0.8
Competitive environmentNot included in the score
Labor and staffing friction-0.7
Transportation, routing, and parking-0.8
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-0.5
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score68.70
Published local-market alignment68.7

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

Evidence confidence

City Modifier Evidence
Adequate
Factor Research Coverage
Adequate
Franchise-profile completeness
Limited
Source-evidence confidence
Strong
Geographic applicability
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Transportation, routing, and parking -0.8 pts
Tested rank range
#12–#14

Most important next check

Where must ZOOM DRAIN stage crews and vehicles to protect after-hours response times across the proposed territory?

#14Tier 3 · Mixed modeled alignment68.2

Workout Anytime

Fitness · fixed-location membership fitness

No material positive local adjustment identifiedReduction -1.0 pts Territory quality

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 baseline70.0
Target-market demand-0.8
Property replacement-cycle demandNot applicable to this operating model
Competitive environmentNot included in the score
Labor and staffing frictionNot applicable to this operating model
Transportation, routing, and parkingNot applicable to this operating model
Real estate and site feasibilityNot included in the score
Sales and customer acquisitionDepends on the specific site, territory, or operating condition
Referral ecosystemNot included in the score
Territory quality-1.0
Regulatory and operating frictionDepends on the specific site, territory, or operating condition
Full-precision calculated score68.23
Published local-market alignment68.2

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
Strong
Overall evidence confidence
Moderate evidence confidence
Largest absolute effect
Territory quality -1.0 pts
Tested rank range
#10–#14

Most important next check

Which zoning, occupancy, and permit requirements must be cleared before Workout Anytime approves a customer-facing site?

Metric registry

The 35 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
MetricRaw valuePeriodGeographyHow usedSource
Resident population estimate on July 1, 2025649,095peopleJuly 1, 2025 population estimate; 2020-2024 demographic, housing, income, commute, and poverty characteristics; 2022 sector sales and receiptsDetroit, MichiganEvidence for Target-market demand, Territory quality [1]
Population change from the April 2020 estimate base to July 20251.5percentJuly 1, 2025 population estimate; 2020-2024 demographic, housing, income, commute, and poverty characteristics; 2022 sector sales and receiptsDetroit, MichiganEvidence for Target-market demand [1]
Households in the 2020-2024 QuickFacts period257,998householdsJuly 1, 2025 population estimate; 2020-2024 demographic, housing, income, commute, and poverty characteristics; 2022 sector sales and receiptsDetroit, MichiganEvidence for Target-market demand, Territory quality [1]
Population density in the 2020 Census4,606.8people per square mileJuly 1, 2025 population estimate; 2020-2024 demographic, housing, income, commute, and poverty characteristics; 2022 sector sales and receiptsDetroit, MichiganEvidence for Target-market demand, Territory quality [1]
Median household income39,938USD 2024 dollarsJuly 1, 2025 population estimate; 2020-2024 demographic, housing, income, commute, and poverty characteristics; 2022 sector sales and receiptsDetroit, MichiganEvidence for Target-market demand [1]
Persons in poverty32.7percent of peopleJuly 1, 2025 population estimate; 2020-2024 demographic, housing, income, commute, and poverty characteristics; 2022 sector sales and receiptsDetroit, MichiganEvidence for Target-market demand, Labor and staffing friction [1]
Median gross rent1,074USD per monthJuly 1, 2025 population estimate; 2020-2024 demographic, housing, income, commute, and poverty characteristics; 2022 sector sales and receiptsDetroit, MichiganEvidence for Target-market demand, Labor and staffing friction [1]
Owner-occupied housing unit rate50.3percentJuly 1, 2025 population estimate; 2020-2024 demographic, housing, income, commute, and poverty characteristics; 2022 sector sales and receiptsDetroit, MichiganEvidence for Target-market demand, Property replacement-cycle demand [1]
Mean travel time to work for workers age 16 years and over24.8minutesJuly 1, 2025 population estimate; 2020-2024 demographic, housing, income, commute, and poverty characteristics; 2022 sector sales and receiptsDetroit, MichiganEvidence for Transportation, routing, and parking, Territory quality [1]
Health care and social assistance receipts or revenue in 20228,275,507,000USDJuly 1, 2025 population estimate; 2020-2024 demographic, housing, income, commute, and poverty characteristics; 2022 sector sales and receiptsDetroit, MichiganEvidence for Target-market demand, Referral ecosystem [1]
Accommodation and food services sales in 20222,651,860,000USDJuly 1, 2025 population estimate; 2020-2024 demographic, housing, income, commute, and poverty characteristics; 2022 sector sales and receiptsDetroit, MichiganEvidence for Target-market demand, Competitive environment [1]
Retail sales in 20225,452,505,000USDJuly 1, 2025 population estimate; 2020-2024 demographic, housing, income, commute, and poverty characteristics; 2022 sector sales and receiptsDetroit, MichiganEvidence for Target-market demand, Competitive environment [1]
Total housing units343,649housing units2024 American Community Survey 1-year estimatesDetroit, MichiganEvidence for Property replacement-cycle demand, Target-market demand, Territory quality [2]
Vacant housing unitscount: 75,601; share: 22housing units and percent2024 American Community Survey 1-year estimatesDetroit, MichiganEvidence for Target-market demand, Property replacement-cycle demand, Territory quality [2]
Housing units constructed before 1960count: 269,143; share: 78.32housing units and percent2024 American Community Survey 1-year estimatesDetroit, MichiganEvidence for Property replacement-cycle demand, Labor and staffing friction [2]
Housing units in one-unit detached structurescount: 219,621; share: 63.9housing units and percent2024 American Community Survey 1-year estimatesDetroit, MichiganEvidence for Property replacement-cycle demand, Territory quality [2]
Estimated lead service lines in Detroitminimum estimate: 80,000; most likely property cohort: single-family homes built before 1945service lines and property cohortCurrent program description displayed July 2026Detroit, MichiganEvidence for Property replacement-cycle demand, Labor and staffing friction, Regulatory and operating friction [3]
Annual energy and water reporting requirement for covered buildingsminimum building size sqft: 25,000; covered uses: commercial, industrial, multifamily; reporting frequency: annual; reporting platform: ENERGY STAR Portfolio Manager; data due: 2026-06-01; data year due: 2,025regulatory threshold and scheduleOrdinance passed November 2023; 2025 utility data due June 1, 2026Buildings in the City of Detroit that meet the ordinance thresholdEvidence for Regulatory and operating friction, Property replacement-cycle demand [4] [5]
Historic District Commission review for exterior changes in designated local historic districtsreview required: yes; covered work examples: exterior changes, sign installation or replacement, awnings, demolition, new construction, additions; sequence: confirm local historic district, request project review, obtain building permit if approvedregulatory processCurrent commission authority and review scope displayed July 2026Local historic districts in DetroitEvidence for Regulatory and operating friction, Real estate and site feasibility [6] [7]
City of Detroit supplier, bidding, contract, purchase-order, and invoicing workflowbidding system: Bonfire / EUNA Procurement; contract invoice system: Oracle Supplier Portal; city council approval threshold usd: 50,000; signed contract or purchase order required before work: yesprocurement process and thresholdCurrent bidding, contract, purchase-order, invoicing, and supplier-support workflow displayed July 2026City of Detroit government procurementEvidence for Sales and customer acquisition, Referral ecosystem, Regulatory and operating friction [8] [9]
Future of Health institutional expansion in New Centerreported total investment usd up to: 3,000,000,000; hospital patient tower sqft minimum: 1,000,000; research center sqft: 335,000; housing units minimum: 600; retail and community space sqft: 33,000; parking spaces approximate: 2,000; named partners: Henry Ford Health, Michigan State University, Detroit Pistonsproject scopeDeveloper scope and 2025 annual-meeting information current on access dateNew Center and Henry Ford Health campus areaEvidence for Target-market demand, Referral ecosystem, Transportation, routing, and parking, Territory quality [10] [11]
Mean hourly wages for selected major occupational groupsall occupations detroit msa: 33.27; all occupations us: 33.54; food preparation and serving: 18.06; building and grounds cleaning maintenance: 19.17; office administrative support: 24.48; construction and extraction: 33.06; installation maintenance repair: 30.32; production: 26.53; additional values omittedUSD per hourMay 2025 Occupational Employment and Wage StatisticsDetroit-Warren-Dearborn, Michigan metropolitan statistical areaEvidence for Labor and staffing friction [13]
Detroit metropolitan labor-force and payroll conditions in June 2026labor force thousands: 2,205.6; employment thousands: 2,085.7; unemployment thousands: 119.9; unemployment rate percent: 5.4; total nonfarm jobs thousands: 2,063.9; total nonfarm 12 month change percent: -0.2mixed labor market metricsJune 2026 preliminary labor-force and payroll employment dataDetroit-Warren-Dearborn, Michigan metropolitan statistical areaEvidence for Labor and staffing friction, Target-market demand [15]
Michigan minimum hourly wage effective January 1, 2026standard hourly rate: 13.73; tipped hourly rate: 5.49; scheduled standard rate 2027: 15USD per hourMinimum-wage schedule effective January 1, 2026 and January 1, 2027Michigan, including covered employment in DetroitEvidence for Labor and staffing friction, Regulatory and operating friction [14]
Annual normal snowfall45inches per year1991-2020 climate normals for DetroitDetroit 1991-2020 climate normalsEvidence for Property replacement-cycle demand, Transportation, routing, and parking [16]
Normal monthly minimum temperatures in core winter monthsjanuary f: 19.2; february f: 20.8; december f: 25.3degrees Fahrenheit1991-2020 climate normals for DetroitDetroit 1991-2020 climate normalsEvidence for Property replacement-cycle demand, Transportation, routing, and parking [16]
Detroit snow-removal levels, road responsibilities, parking restrictions, and sidewalk dutiescity maintained major road miles: 673; residential street miles: 1,884; snow event levels: 3; level 3 threshold inches: 6; snow emergency parking restrictions possible: yes; business sidewalk clearing required: yesoperational policyCurrent three-level snow-removal policy and parking guidance displayed July 2026Detroit streets and posted snow-emergency routesEvidence for Transportation, routing, and parking, Regulatory and operating friction [17]
Detroit metropolitan industrial market conditions in Q2 2026vacancy rate percent: 3.6; average asking rent usd per sqft: 7.94; net absorption sqft: -674,544; under construction sqft: 2,800,000; leasing activity sqft: 1,300,000mixed industrial market metricsSecond quarter 2026Detroit metropolitan industrial marketEvidence for Real estate and site feasibility, Territory quality [18]
Detroit metropolitan office market conditions in Q2 2026vacancy rate percent: 19.4; average asking rent usd per sqft: 20.68; quarterly net absorption sqft: 93,000; downtown class a absorption sqft: 109,000; under construction sqft: 437,000mixed office market metricsSecond quarter 2026Detroit metropolitan office marketEvidence for Real estate and site feasibility, Territory quality, Target-market demand [19]
Downtown Detroit visits and unique visitors in 2025visits approximate: 31,000,000; unique visitors: 8,700,000; year over year visit change percent: 3.5visits and peopleCalendar year 2025Downtown Detroit Business Improvement Zone and related downtown footprintEvidence for Target-market demand, Territory quality, Sales and customer acquisition [20]
Downtown weekday daytime population and worker activity in 2025weekday daytime population average: 86,300; weekday daily workers average: 32,000; workers relative to 2019 percent: 60; saturday external visits average: 143,000people and percentCalendar year 2025Downtown Detroit Business Improvement Zone and related downtown footprintEvidence for Target-market demand, Territory quality [20]
Downtown restaurants, retail, and personal-service businesses in mid-December 2025businesses: 301; new businesses opened in 2025: 26businessesCalendar year 2025Downtown Detroit Business Improvement Zone and related downtown footprintEvidence for Target-market demand, Competitive environment, Sales and customer acquisition, Territory quality [20]
Downtown visitation during Detroit Tigers Opening Day on April 3, 2026visitors 10am to 6pm minimum: 200,000; year over year change percent: 24; comerica park attendance: 45,008; michigan origin share percent: 94people and percentDetroit Tigers Opening Day on April 3, 2026Downtown Detroit during Opening Day 2026Evidence for Target-market demand, Territory quality [21]
Gordie Howe International Bridge opened to trafficopening date: 2026-07-27; status: open to trafficproject statusBridge opening on July 27, 2026Detroit, Michigan to Windsor, OntarioEvidence for Transportation, routing, and parking, Territory quality, Target-market demand [22]
Windsor-Detroit truck-trade scale and alternative-route functionshare of canada us truck trade percent approximate: 30; trade value per day usd minimum: 274,000,000; bridge operation: 24 7; alternative route added: yestrade and operating metricsPort-of-entry facts published immediately before the July 2026 openingWindsor-Detroit corridorEvidence for Target-market demand, Transportation, routing, and parking, Territory quality [23]

How to use the ranking

What the model can and cannot establish

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

Methodology

How the local-alignment ranking is calculated

01

Measure the city

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

02

Profile each operating model

Map each franchise to controlled operating attributes and local sensitivities.

03

Apply scoreable effects

Score only effects that apply without an unresolved site, territory, customer, or project gate.

04

Preserve conditional effects

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

05

Test rank sensitivity

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

06

Generate public output

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

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

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

How factor rows are classified

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

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

Model 0.9.0 · Compiler 0.9.10-nonzero-markers-only · Analysis updated August 5, 2026

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

  1. Model 0.9.0-calibration · August 4, 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.

  1. 1
    U.S. Census Bureau QuickFacts: Detroit city, Michigan

    Used for: Resident population estimate on July 1, 2025, Population change from the April 2020 estimate base to July 2025, Households in the 2020-2024 QuickFacts period, Population density in the 2020 Census, and Median household income

    Publisher
    U.S. Census Bureau
    Published
    May 14, 2026
    Data period
    July 1, 2025 population estimate; 2020-2024 demographic, housing, income, commute, and poverty characteristics; 2022 sector sales and receipts
    Scope
    City of Detroit, Michigan
    Locator
    Population, housing, households, economy, transportation, income, poverty, and geography tables
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  2. 2
    2024 ACS Data Profile DP04: Selected Housing Characteristics — Detroit city, Michigan

    Used for: Total housing units, Vacant housing units, Housing units constructed before 1960, and Housing units in one-unit detached structures

    Publisher
    U.S. Census Bureau
    Data period
    2024 American Community Survey 1-year estimates
    Scope
    City of Detroit, Michigan
    Locator
    Housing occupancy, units in structure, and year structure built sections
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  3. 3
    Making Detroit Lead Safe

    Used for: Estimated lead service lines in Detroit

    Publisher
    Detroit Water and Sewerage Department
    Data period
    Current program description displayed July 2026
    Scope
    Detroit Water and Sewerage Department service area within the City of Detroit
    Locator
    Lead Service Line Replacement Program section
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  4. 4
    Energy and Water Benchmarking Ordinance

    Used for: Annual energy and water reporting requirement for covered buildings

    Publisher
    City of Detroit Office of Sustainability
    Data period
    Ordinance passed November 2023; 2025 utility data due June 1, 2026
    Scope
    Covered commercial, industrial, and multifamily buildings in the City of Detroit
    Locator
    Applicability threshold, annual reporting process, covered data, and ordinance history
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  5. 5
    Energy and Water Benchmarking Ordinance: Frequently Asked Questions

    Used for: Annual energy and water reporting requirement for covered buildings

    Publisher
    City of Detroit Office of Sustainability
    Data period
    Current applicability, reporting, and exemption guidance displayed July 2026
    Scope
    Covered buildings in the City of Detroit
    Locator
    Applicability, multifamily, historic-district, publication, and exemption questions
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  6. 6
    Historic District Commission

    Used for: Historic District Commission review for exterior changes in designated local historic districts

    Publisher
    City of Detroit Planning and Development Department
    Data period
    Current commission authority and review scope displayed July 2026
    Scope
    Designated local historic districts in the City of Detroit
    Locator
    Commission purpose and exterior-change review responsibilities
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  7. 7
    Making Exterior Changes within Local Historic Districts

    Used for: Historic District Commission review for exterior changes in designated local historic districts

    Publisher
    City of Detroit Planning and Development Department
    Data period
    Current application and documentation guidance displayed July 2026
    Scope
    Properties in designated local historic districts in the City of Detroit
    Locator
    Property confirmation, project review, building-permit sequence, and sign-installation documentation
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  8. 8
    Supplier Support

    Used for: City of Detroit supplier, bidding, contract, purchase-order, and invoicing workflow

    Publisher
    City of Detroit Office of Contracting and Procurement
    Data period
    Current bidding, contract, purchase-order, invoicing, and supplier-support workflow displayed July 2026
    Scope
    City of Detroit procurement
    Locator
    Bonfire bidding portal, Oracle contract and invoice portal, response guides, and supplier-support process
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  9. 9
    Contracting with the City of Detroit, Step by Step

    Used for: City of Detroit supplier, bidding, contract, purchase-order, and invoicing workflow

    Publisher
    City of Detroit Office of Contracting and Procurement
    Data period
    Current procurement workflow displayed July 2026
    Scope
    City of Detroit procurement
    Locator
    Registration, solicitation response, evaluation, Oracle registration, contract approval, purchase order, work authorization, and invoicing steps
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  10. 10
    Future of Health — Detroit

    Used for: Future of Health institutional expansion in New Center

    Publisher
    City of Detroit Planning and Development Department
    Data period
    Developer scope and 2025 annual-meeting information current on access date
    Scope
    Henry Ford Health and New Center project area in Detroit
    Locator
    Hospital expansion, research center, housing, retail, parking, and public-space components
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  11. 11
    City receives $8.1M from MDOT for road and bridge upgrades near new Henry Ford Hospital

    Used for: Future of Health institutional expansion in New Center

    Publisher
    City of Detroit Department of Public Works
    Published
    February 4, 2025
    Data period
    Project description and associated road and bridge funding announced February 2025
    Scope
    West Grand Boulevard, Holden Street, and adjacent New Center project area in Detroit
    Locator
    Investment scale, project partners, project footprint, and transportation improvements
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  12. 12
    District 5
    Publisher
    City of Detroit Department of Neighborhoods
    Data period
    Current district institution and neighborhood list displayed July 2026
    Scope
    Detroit City Council District 5
    Locator
    Named healthcare, cultural, corporate, and destination institutions
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  13. 13
    Occupational Employment and Wages in Detroit-Warren-Dearborn — May 2025

    Used for: Mean hourly wages for selected major occupational groups

    Publisher
    U.S. Bureau of Labor Statistics
    Published
    July 15, 2026
    Data period
    May 2025 Occupational Employment and Wage Statistics
    Scope
    Detroit-Warren-Dearborn, Michigan metropolitan statistical area
    Locator
    Table A major occupational groups, detailed office occupations, technical note, and metropolitan definition
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  14. 14
    Minimum Wage and Overtime FAQ

    Used for: Michigan minimum hourly wage effective January 1, 2026

    Publisher
    Michigan Department of Labor and Economic Opportunity
    Data period
    Minimum-wage schedule effective January 1, 2026 and January 1, 2027
    Scope
    Covered employment in Michigan, including Detroit
    Locator
    Minimum hourly wage and tipped wage schedule
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  15. 15
    Detroit-Warren-Dearborn, MI Economy at a Glance

    Used for: Detroit metropolitan labor-force and payroll conditions in June 2026

    Publisher
    U.S. Bureau of Labor Statistics
    Data period
    June 2026 preliminary labor-force and payroll employment data
    Scope
    Detroit-Warren-Dearborn, Michigan metropolitan statistical area
    Locator
    June 2026 labor force, unemployment, total nonfarm, and industry employment table
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  16. 16
    U.S. Climate Normals Updated for the 1991-2020 Period

    Used for: Annual normal snowfall and Normal monthly minimum temperatures in core winter months

    Publisher
    National Weather Service Detroit/Pontiac and NOAA
    Data period
    1991-2020 climate normals for Detroit
    Scope
    Detroit climate station and local climate baseline
    Locator
    Monthly normal minimum temperatures and annual normal snowfall tables
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  17. 17
    Snow / Ice Management

    Used for: Detroit snow-removal levels, road responsibilities, parking restrictions, and sidewalk duties

    Publisher
    City of Detroit Department of Public Works
    Data period
    Current three-level snow-removal policy and parking guidance displayed July 2026
    Scope
    City-maintained major roads and residential streets in Detroit, with separate state, county, and freeway responsibilities
    Locator
    Road mileage, snow-event levels, clearing targets, snow emergencies, parking restrictions, and sidewalk responsibilities
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  18. 18
    Detroit Industrial Figures Q2 2026

    Used for: Detroit metropolitan industrial market conditions in Q2 2026

    Publisher
    CBRE Research
    Published
    July 8, 2026
    Data period
    Second quarter 2026
    Scope
    Detroit metropolitan industrial market
    Locator
    Net absorption, vacancy, asking rent, construction, and leasing summary
    Source tier
    Tier 3 · credible industry
    Accessed
    July 31, 2026
  19. 19
    Detroit Office Figures Q2 2026

    Used for: Detroit metropolitan office market conditions in Q2 2026

    Publisher
    CBRE Research
    Published
    July 8, 2026
    Data period
    Second quarter 2026
    Scope
    Detroit metropolitan office market with downtown absorption detail
    Locator
    Vacancy, asking rent, leasing, construction, and downtown Class A absorption summary
    Source tier
    Tier 3 · credible industry
    Accessed
    July 31, 2026
  20. 20
    Downtown Detroit, 2025 by The Numbers

    Used for: Downtown Detroit visits and unique visitors in 2025, Downtown weekday daytime population and worker activity in 2025, and Downtown restaurants, retail, and personal-service businesses in mid-December 2025

    Publisher
    Downtown Detroit Partnership
    Published
    December 19, 2025
    Data period
    Calendar year 2025
    Scope
    Downtown Detroit and Downtown Detroit Business Improvement Zone
    Locator
    Visits, unique visitors, business count, daytime population, worker count, and weekend activity
    Source tier
    Tier 3 · credible industry
    Accessed
    July 31, 2026
  21. 21
    Everyone Wins on Opening Day

    Used for: Downtown visitation during Detroit Tigers Opening Day on April 3, 2026

    Publisher
    Downtown Detroit Partnership
    Published
    April 16, 2026
    Data period
    Detroit Tigers Opening Day on April 3, 2026
    Scope
    Approximately 1.2-square-mile Downtown Detroit event footprint
    Locator
    Visitor count, year-over-year change, ballpark attendance, and visitor-origin summary
    Source tier
    Tier 3 · credible industry
    Accessed
    July 31, 2026
  22. 22
    Gov. Whitmer Marks Official Opening of the Gordie Howe International Bridge to Traffic

    Used for: Gordie Howe International Bridge opened to traffic

    Publisher
    Office of the Governor of Michigan
    Published
    July 27, 2026
    Data period
    Bridge opening on July 27, 2026
    Scope
    Detroit-Windsor international crossing
    Locator
    Official opening to traffic
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026
  23. 23
    Canada Border Services Agency: Gordie Howe International Bridge Port of Entry

    Used for: Windsor-Detroit truck-trade scale and alternative-route function

    Publisher
    Canada Border Services Agency
    Published
    July 24, 2026
    Data period
    Port-of-entry facts published immediately before the July 2026 opening
    Scope
    Windsor-Detroit international trade corridor
    Locator
    Trade share, daily trade value, alternative-route purpose, capacity, and 24/7 operation
    Source tier
    Tier 1 · government
    Accessed
    July 31, 2026

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