™#1
Automotive Transmissions
St. Cloud, MN
— Score—— Reviews
Local position: #1 of 20
Claim this businessView your private optimization opportunities.Purpose-built comparison
transmission repair in in St. Cloud, MN
This market was created from the customer's normalized search intent. Google discovery uses the intent-aware query; the published NextDoorScore score still uses the existing methodology.
⚠ Repair
Search captured: transmission repair in St. Cloud, MN
Listing names, ratings, and addresses shown for this comparison are from Google, refreshed when needed. SEOuP stores Place IDs and its own observations, not a permanent copy of Google listings. Observed search: “transmission repair in St. Cloud, MN”.
Transmission Repair Services in St. Cloud, MN — compared by Google rating, reviews & local visibility
Real competitive search intelligence benchmark for transmission repair services providers in St. Cloud, MN. Evaluates observable local visibility, technical website health, service content depth, and customer reputation derived from actual NextDoorScore observations.
🏢 20 Providers Analyzed🎯 Market Median Score: 65.62/100⭐ Median Reviews: 85📡 667 Attributable Measurements
Sort Comparison By:
City map view · St. Cloud, MN
These are the businesses in this comparison, placed on their real coordinates. Top comparison businesses stay labeled. Geographic position is location only — it is not a score.
20 mapped businesses shown.
Top 4 side by side
Observed Google position for this search. Individual quotes appear only when Google Places returned review text. Listing names, ratings, and addresses shown for this comparison are from Google, refreshed when needed. SEOuP stores Place IDs and its own observations, not a permanent copy of Google listings.
#2
Schulte Transmission
St. Cloud, MN
70.4 Score—— Reviews
Local position: #2 of 20
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#3
St Cloud Transmission
St. Cloud, MN
60.7 Score—— Reviews
Local position: #3 of 20
Claim this businessView your private optimization opportunities.#4
JMJ Transmission llc.
St. Cloud, MN
— Score—— Reviews
Local position: #4 of 20
Claim this businessView your private optimization opportunities.The rest of this comparison
Open NextDoorScore factor analysis for every listing
Local Visibility
100
+26.25 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
-3 vs median (85)
Automotive Transmissions was observed at position #1 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation.
Why This Business Differs Online
Automotive Transmissions is 26.25 points above the measured market median for local visibility (100 versus 73.75). Its local profile score is 33.33 points below the measured market median (66.67 versus 100). Observed review volume is 82 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Connect the official website to the local profile.[1][2][3]
70.4 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +4.78 points
Market Position: 56.67th percentile
Local Visibility
95
+21.25 vs market median
Technical SEO
83.33
-16.67 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+33 vs median (85)
Schulte Transmission was observed at position #2 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 1 business appeared above it in that same observation.
Why This Business Differs Online
Schulte Transmission is 21.25 points above the measured market median for local visibility (95 versus 73.75). Its technical seo score is 16.67 points below the measured market median (83.33 versus 100). Observed review volume is 118 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Add descriptions to sampled pages with missing descriptions.[1][2][3]
60.72 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -4.9 points
Market Position: 36.67th percentile
Local Visibility
90
+16.25 vs market median
Technical SEO
66.67
-33.33 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
-45 vs median (85)
St Cloud Transmission was observed at position #3 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 2 businesses appeared above it in that same observation.
Why This Business Differs Online
St Cloud Transmission is 16.25 points above the measured market median for local visibility (90 versus 73.75). Its technical seo score is 33.33 points below the measured market median (66.67 versus 100). Observed review volume is 40 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Add descriptions to sampled pages with missing descriptions.[1][2][3]
Local Visibility
92.5
+18.75 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
-29 vs median (85)
JMJ Transmission llc. was observed at position #4 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 3 businesses appeared above it in that same observation.
Why This Business Differs Online
JMJ Transmission llc. is 18.75 points above the measured market median for local visibility (92.5 versus 73.75). Its local profile score is 33.33 points below the measured market median (66.67 versus 100). Observed review volume is 56 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Connect the official website to the local profile.[1][2][3]
70.73 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +5.11 points
Market Position: 63.33th percentile
Local Visibility
90
+16.25 vs market median
Technical SEO
100
0 vs market median
Content Coverage
0
-25 vs market median
Review Volume
0
+431 vs median (85)
Advanced Repair Inc was observed at position #5 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 4 businesses appeared above it in that same observation.
Why This Business Differs Online
Advanced Repair Inc is 16.25 points above the measured market median for local visibility (90 versus 73.75). Its content coverage score is 25 points below the measured market median (0 versus 25). Observed review volume is 516 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Answer relevant service questions missing from the sampled content.[1][2][3]
73.49 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +7.87 points
Market Position: 83.33th percentile
Local Visibility
87.5
+13.75 vs market median
Technical SEO
83.33
-16.67 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+109 vs median (85)
Midas was observed at position #6 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 5 businesses appeared above it in that same observation.
Why This Business Differs Online
Midas is 25 points above the measured market median for entity consistency (50 versus 25). Its technical seo score is 16.67 points below the measured market median (83.33 versus 100). Observed review volume is 194 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Review missing canonical tags on sampled pages.[1][2][3]
75.82 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +10.2 points
Market Position: 96.67th percentile
Local Visibility
85
+11.25 vs market median
Technical SEO
100
0 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+75 vs median (85)
Largest Observed Gap
No major trailing factors observed
Glen's Rapid Repair was observed at position #7 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 6 businesses appeared above it in that same observation.
Why This Business Differs Online
Glen's Rapid Repair is 25 points above the measured market median for entity consistency (50 versus 25). Observed review volume is 160 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]
#8
Unrated(0 Google listing reviews)
70.81 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +5.19 points
Market Position: 70th percentile
Local Visibility
65
-8.75 vs market median
Technical SEO
100
0 vs market median
Content Coverage
50
+25 vs market median
Review Volume
0
-33 vs median (85)
Kennedy Transmission Brake & Auto Service was observed at position #8 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 7 businesses appeared above it in that same observation.
Why This Business Differs Online
Kennedy Transmission Brake & Auto Service is 25 points above the measured market median for content coverage (50 versus 25). Its reviews score is 12 points below the measured market median (68.74 versus 80.74). Observed review volume is 52 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Review the public review-volume gap relative to this market.[1][2][3]
#9
Unrated(0 Google listing reviews)
64.76 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -0.86 points
Market Position: 43.33th percentile
Local Visibility
80
+6.25 vs market median
Technical SEO
66.67
-33.33 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
-5 vs median (85)
Ralph's Car & Tractor Services was observed at position #9 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 8 businesses appeared above it in that same observation.
Why This Business Differs Online
Ralph's Car & Tractor Services is 8.33 points above the measured market median for entity consistency (33.33 versus 25). Its technical seo score is 33.33 points below the measured market median (66.67 versus 100). Observed review volume is 80 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Add clear primary headings on sampled pages.[1][2][3]
#10
Unrated(0 Google listing reviews)
65.62 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: 0 points
Market Position: 50th percentile
Local Visibility
77.5
+3.75 vs market median
Technical SEO
83.33
-16.67 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
-38 vs median (85)
Preferred Service and Repair was observed at position #10 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 9 businesses appeared above it in that same observation.
Why This Business Differs Online
Preferred Service and Repair is 3.75 points above the measured market median for local visibility (77.5 versus 73.75). Its technical seo score is 16.67 points below the measured market median (83.33 versus 100). Observed review volume is 47 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Add clear primary headings on sampled pages.[1][2][3]
74.95 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +9.33 points
Market Position: 90th percentile
Local Visibility
75
+1.25 vs market median
Technical SEO
100
0 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+312 vs median (85)
Largest Observed Gap
No major trailing factors observed
R & L Repair was observed at position #11 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 10 businesses appeared above it in that same observation.
Why This Business Differs Online
R & L Repair is 25 points above the measured market median for entity consistency (50 versus 25). Observed review volume is 397 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]
72.45 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +6.83 points
Market Position: 76.67th percentile
Local Visibility
72.5
-1.25 vs market median
Technical SEO
100
0 vs market median
Content Coverage
50
+25 vs market median
Review Volume
0
-31 vs median (85)
ANR Automotive was observed at position #12 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 11 businesses appeared above it in that same observation.
Why This Business Differs Online
ANR Automotive is 25 points above the measured market median for content coverage (50 versus 25). Its reviews score is 2.73 points below the measured market median (78.01 versus 80.74). Observed review volume is 54 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Review the public review-volume gap relative to this market.[1][2][3]
#13
Unrated(0 Google listing reviews)
Local Visibility
70
-3.75 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
-6 vs median (85)
Strongest Observed Advantage
Balanced with market baselines
Heartland Four Wheel Drive was observed at position #13 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 12 businesses appeared above it in that same observation.
Why This Business Differs Online
Heartland Four Wheel Drive's reviews score is 4.02 points below the measured market median (76.72 versus 80.74). Observed review volume is 79 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Review the public review-volume gap relative to this market.[1][2][3]
#14
Unrated(0 Google listing reviews)
Local Visibility
67.5
-6.25 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
-31 vs median (85)
Strongest Observed Advantage
Balanced with market baselines
Second Shift Autowerks LLC was observed at position #14 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 13 businesses appeared above it in that same observation.
- #1 Automotive Transmissions
- #2 Schulte Transmission
- #3 St Cloud Transmission
- #4 JMJ Transmission llc.
- #5 Advanced Repair Inc
- #6 Midas
- #7 Glen's Rapid Repair
- #8 Kennedy Transmission Brake & Auto Service
- #9 Ralph's Car & Tractor Services
- #10 Preferred Service and Repair
- #11 R & L Repair
- #12 ANR Automotive
- #13 Heartland Four Wheel Drive
Why This Business Differs Online
Second Shift Autowerks LLC's local profile score is 33.33 points below the measured market median (66.67 versus 100). Observed review volume is 54 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Connect the official website to the local profile.[1][2][3]
#15
Unrated(0 Google listing reviews)
49.74 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -15.88 points
Market Position: 10th percentile
Local Visibility
65
-8.75 vs market median
Technical SEO
50
-50 vs market median
Content Coverage
0
-25 vs market median
Review Volume
0
-29 vs median (85)
Strongest Observed Advantage
Balanced with market baselines
Mr. O's Service and Repair was observed at position #15 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 14 businesses appeared above it in that same observation.
- #1 Automotive Transmissions
- #2 Schulte Transmission
- #3 St Cloud Transmission
- #4 JMJ Transmission llc.
- #5 Advanced Repair Inc
- #6 Midas
- #7 Glen's Rapid Repair
- #8 Kennedy Transmission Brake & Auto Service
- #9 Ralph's Car & Tractor Services
- #10 Preferred Service and Repair
- #11 R & L Repair
- #12 ANR Automotive
- #13 Heartland Four Wheel Drive
- #14 Second Shift Autowerks LLC
Why This Business Differs Online
Mr. O's Service and Repair's technical seo score is 50 points below the measured market median (50 versus 100). Observed review volume is 56 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Add clear primary headings on sampled pages.[1][2][3]
#16
Unrated(0 Google listing reviews)
57.75 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -7.87 points
Market Position: 30th percentile
Local Visibility
25
-48.75 vs market median
Technical SEO
100
0 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+606 vs median (85)
Motor Works Auto Repair of Sartell was observed at position #16 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 15 businesses appeared above it in that same observation.
- #1 Automotive Transmissions
- #2 Schulte Transmission
- #3 St Cloud Transmission
- #4 JMJ Transmission llc.
- #5 Advanced Repair Inc
- #6 Midas
- #7 Glen's Rapid Repair
- #8 Kennedy Transmission Brake & Auto Service
- #9 Ralph's Car & Tractor Services
- #10 Preferred Service and Repair
- #11 R & L Repair
- #12 ANR Automotive
- #13 Heartland Four Wheel Drive
- #14 Second Shift Autowerks LLC
- #15 Mr. O's Service and Repair
Why This Business Differs Online
Motor Works Auto Repair of Sartell is 12.6 points above the measured market median for reviews (93.34 versus 80.74). Its local visibility score is 48.75 points below the measured market median (25 versus 73.75). Observed review volume is 691 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]
Local Visibility
60
-13.75 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
+630 vs median (85)
Granite City Tire & Auto was observed at position #17 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 16 businesses appeared above it in that same observation.
- #1 Automotive Transmissions
- #2 Schulte Transmission
- #3 St Cloud Transmission
- #4 JMJ Transmission llc.
- #5 Advanced Repair Inc
- #6 Midas
- #7 Glen's Rapid Repair
- #8 Kennedy Transmission Brake & Auto Service
- #9 Ralph's Car & Tractor Services
- #10 Preferred Service and Repair
- #11 R & L Repair
- #12 ANR Automotive
- #13 Heartland Four Wheel Drive
- #14 Second Shift Autowerks LLC
- #15 Mr. O's Service and Repair
- #16 Motor Works Auto Repair of Sartell
Why This Business Differs Online
Granite City Tire & Auto is 13.84 points above the measured market median for reviews (94.58 versus 80.74). Its local visibility score is 13.75 points below the measured market median (60 versus 73.75). Observed review volume is 715 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]
46.89 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -18.73 points
Market Position: 3.33th percentile
Local Visibility
15
-58.75 vs market median
Technical SEO
83.33
-16.67 vs market median
Content Coverage
0
-25 vs market median
Review Volume
0
+3 vs median (85)
Paul's Auto Service was observed at position #18 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 17 businesses appeared above it in that same observation.
- #1 Automotive Transmissions
- #2 Schulte Transmission
- #3 St Cloud Transmission
- #4 JMJ Transmission llc.
- #5 Advanced Repair Inc
- #6 Midas
- #7 Glen's Rapid Repair
- #8 Kennedy Transmission Brake & Auto Service
- #9 Ralph's Car & Tractor Services
- #10 Preferred Service and Repair
- #11 R & L Repair
- #12 ANR Automotive
- #13 Heartland Four Wheel Drive
- #14 Second Shift Autowerks LLC
- #15 Mr. O's Service and Repair
- #16 Motor Works Auto Repair of Sartell
- #17 Granite City Tire & Auto
Why This Business Differs Online
Paul's Auto Service is 0.75 points above the measured market median for reviews (81.49 versus 80.74). Its local visibility score is 58.75 points below the measured market median (15 versus 73.75). Observed review volume is 88 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]
#19
Unrated(0 Google listing reviews)
54.17 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -11.45 points
Market Position: 23.33th percentile
Local Visibility
10
-63.75 vs market median
Technical SEO
100
0 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+268 vs median (85)
Motor Works Auto Repair of Sauk Rapids was observed at position #19 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 18 businesses appeared above it in that same observation.
- #1 Automotive Transmissions
- #2 Schulte Transmission
- #3 St Cloud Transmission
- #4 JMJ Transmission llc.
- #5 Advanced Repair Inc
- #6 Midas
- #7 Glen's Rapid Repair
- #8 Kennedy Transmission Brake & Auto Service
- #9 Ralph's Car & Tractor Services
- #10 Preferred Service and Repair
- #11 R & L Repair
- #12 ANR Automotive
- #13 Heartland Four Wheel Drive
- #14 Second Shift Autowerks LLC
- #15 Mr. O's Service and Repair
- #16 Motor Works Auto Repair of Sartell
- #17 Granite City Tire & Auto
- #18 Paul's Auto Service
Why This Business Differs Online
Motor Works Auto Repair of Sauk Rapids is 8.74 points above the measured market median for reviews (89.48 versus 80.74). Its local visibility score is 63.75 points below the measured market median (10 versus 73.75). Observed review volume is 353 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]
#20
Unrated(0 Google listing reviews)
53.71 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -11.91 points
Market Position: 16.67th percentile
Local Visibility
5
-68.75 vs market median
Technical SEO
100
0 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+419 vs median (85)
Motor Works Auto Repair of St. Augusta was observed at position #20 for the "transmission repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 19 businesses appeared above it in that same observation.
- #1 Automotive Transmissions
- #2 Schulte Transmission
- #3 St Cloud Transmission
- #4 JMJ Transmission llc.
- #5 Advanced Repair Inc
- #6 Midas
- #7 Glen's Rapid Repair
- #8 Kennedy Transmission Brake & Auto Service
- #9 Ralph's Car & Tractor Services
- #10 Preferred Service and Repair
- #11 R & L Repair
- #12 ANR Automotive
- #13 Heartland Four Wheel Drive
- #14 Second Shift Autowerks LLC
- #15 Mr. O's Service and Repair
- #16 Motor Works Auto Repair of Sartell
- #17 Granite City Tire & Auto
- #18 Paul's Auto Service
- #19 Motor Works Auto Repair of Sauk Rapids
Why This Business Differs Online
Motor Works Auto Repair of St. Augusta is 12.31 points above the measured market median for reviews (93.05 versus 80.74). Its local visibility score is 68.75 points below the measured market median (5 versus 73.75). Observed review volume is 504 versus a market median of 85; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]
Who Has the Advantage? Factor Leaderboards
Independent rankings for each measured search factor within this snapshot. Ranks reflect observable digital data, not an endorsement.
Highest Observed Local Visibility Scores
Market Median: 73.75 · Average: 66.38 · Range: 5–100 (20 measured)
90
90
75
72.5
65
65
Service × Location Content Detection Matrix
Observed coverage of essential service and location content on sampled official websites.
| Detected Content Check | JMJ Transmission llc. | Midas | Second Shift Autowerks LLC | Advanced Repair Inc | Granite City Tire & Auto | R & L Repair | Preferred Service and Repair | ANR Automotive | Mr. O's Service and Repair | Motor Works Auto Repair of St. Augusta | Kennedy Transmission Brake & Auto Service | Motor Works Auto Repair of Sauk Rapids | Paul's Auto Service | Ralph's Car & Tractor Services | St Cloud Transmission | Automotive Transmissions | Heartland Four Wheel Drive | Motor Works Auto Repair of Sartell | Schulte Transmission | Glen's Rapid Repair |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Service content 15 measured | — | ✗ Not detected[1] | — | ✗ Not detected[1] | — | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | — | — | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] |
| Location content 15 measured | — | ✓ Detected[1] | — | ✗ Not detected[1] | — | ✓ Detected[1] | ✓ Detected[1] | ✓ Detected[1] | ✗ Not detected[1] | ✓ Detected[1] | ✓ Detected[1] | ✓ Detected[1] | ✗ Not detected[1] | ✓ Detected[1] | ✓ Detected[1] | — | — | ✓ Detected[1] | ✓ Detected[1] | ✓ Detected[1] |
| Service and location coverage 15 measured | — | ✗ Not detected[1] | — | ✗ Not detected[1] | — | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | — | — | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] |
| Relevant FAQs 15 measured | — | ✗ Not detected[1] | — | ✗ Not detected[1] | — | ✗ Not detected[1] | ✗ Not detected[1] | ✓ Detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✓ Detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | — | — | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] |
Snapshot Provenance & Methodology Disclosure
Snapshot ID: 67e2ecd0-c836-42e1-b323-e264e2268027 · Scoring Cutoff (asOf): 2026-10-03 17:05 UTC · Published: 2026-10-03 17:05 UTC · Methodology Version: 1.1.0
This comparison is a published, immutable snapshot. Scores evaluate observable digital search signals (local visibility, website accessibility, service content, and reviews) and do not evaluate physical craftsmanship, licensing, or safety.
View Full Methodology Weights & Scoring Rules
Methodology Factor Weights:
- Local Visibility (20%): Verified local-search position and explicitly observed category, location, and service-area relevance.
- Local Profile (15%): Measured completeness of public local-profile information.
- Reviews (15%): Observed public rating, review volume, and review recency when measured.
- Technical SEO (20%): Explicitly measured website accessibility, metadata, indexability, and technical checks.
- Content Coverage (15%): Detected relevant service, local, and supporting content within the sampled website.
- Entity Consistency (15%): Explicit cross-source consistency checks and detected business identity information.
Scoring Rules:
- Scores describe observable digital signals, not workmanship, customer service, licensing, safety, or business quality.
- Each factor is the arithmetic mean of its measured signals on a 0–100 scale. Signal coverage is shown separately; absent or unavailable signals are never zeroes.
- The overall score is the weighted mean of all six factors and is unavailable until every factor has at least one measured signal. Factor coverage can differ across businesses.
- Only attributable observations at or before the fixed asOf date, no more than 90 days old, and not expired at asOf are scored. The latest observation for a signal controls its availability.
- Boolean checks score 100 for true and 0 for false. Rating scores rating / 5 × 100. Review volume scores min(100, log10(count + 1) / 3 × 100), a disclosed saturation benchmark of 999 reviews, not a quality assessment.
- Review recency scores exp(-days / 180) × 100. Verified local-search rank scores max(0, 1 - (rank - 1) / 20) × 100; discovery-list order is never a search rank.
- Measured percentages are used directly. Broken-link count scores 100 only for an explicitly measured zero, otherwise 0. Scores and statistics round to two decimals.
- Market statistics exclude unavailable values. Midrank percentile = 100 × (number below + half the number tied) / measured sample size; an all-tied sample is at the 50th percentile.
- Opportunities describe measured gaps, not estimated traffic or revenue. Missing observations never create an opportunity. Raw observations, source references, and dates remain visible.
- Observed Google position is the 1-based order returned by the configured Google Places text search for a specific query, location, and observation time. It is not a universal or permanent Google rank. SEOuP stores Place IDs and its own audit observations; Google listing fields are a short-lived display cache with required attribution.