™
#1
Midas
St. Cloud, MN
76.0 Score—— Reviews
Local position: #1 of 20
Claim this businessView your private optimization opportunities.Purpose-built comparison
brake 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: brake 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: “brake repair in St. Cloud, MN”.
Brake Repair Services in St. Cloud, MN — compared by Google rating, reviews & local visibility
Real competitive search intelligence benchmark for brake 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: 66.22/100⭐ Median Reviews: 178📡 592 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
Advanced Repair Inc
St. Cloud, MN
72.2 Score—— Reviews
Local position: #2 of 20
Claim this businessView your private optimization opportunities.#3
Firestone Complete Auto Care
St. Cloud, MN
— Score—— Reviews
Local position: #3 of 20
Claim this businessView your private optimization opportunities.#4
Granite City Tire & Auto
St. Cloud, MN
— Score—— Reviews
Local position: #4 of 20
Claim this businessView your private optimization opportunities.The rest of this comparison
| Rank | Business | Rating | Google listing quote | Local Pulse | |
|---|---|---|---|---|---|
| #5 | ANR Automotive | — | — | Profile | |
| #6 | AUTOCURE...MOBILE MECHANIC | — | — | Profile | |
| #7 | St. Cloud Quick Lube and Detail Center | — | — | Profile | |
| #8 | Fleet Farm Auto Service Center | — | — | Profile | |
| #9 | Trusted Auto Sales & Repair | — | — | Profile | |
| #10 | Snappy Auto & Tire | — | — | Profile | |
| #11 | R & L Repair | — | — | Profile | |
| #12 | Mike's Repair | — | — | Profile | |
| #13 | Snappy Lube Inc. | — | — | Profile | |
| #14 | Glen's Rapid Repair | — | — | Profile | |
| #15 | Auto Performance Center Inc | — | — | Profile | |
| #16 | Pak motors & auto repair | — | — | Profile | |
| #17 | Les Schwab Tire Center | — | — | Profile | |
| #18 | Al's Westside Services | — | — | Profile | |
| #19 | Heartland Tire St Cloud | — | — | Profile | |
| #20 | William's Auto Repair & Service | — | — | Profile |
Open NextDoorScore factor analysis for every listing
76 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +9.78 points
Market Position: 95.83th percentile
Local Visibility
100
+26.25 vs market median
Technical SEO
83.33
-8.34 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+18 vs median (178)
Midas was observed at position #1 for the "brake repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation.
Why This Business Differs Online
Midas is 26.25 points above the measured market median for local visibility (100 versus 73.75). Its technical seo score is 8.34 points below the measured market median (83.33 versus 91.67). Observed review volume is 196 versus a market median of 178; this is a volume comparison, not a service-quality assessment. First measured action: Review missing canonical tags on sampled pages.[1][2][3]
72.23 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +6.01 points
Market Position: 62.5th percentile
Local Visibility
97.5
+23.75 vs market median
Technical SEO
100
+8.33 vs market median
Content Coverage
0
-25 vs market median
Review Volume
0
+338 vs median (178)
Advanced Repair Inc was observed at position #2 for the "brake 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
Advanced Repair Inc is 23.75 points above the measured market median for local visibility (97.5 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 178; 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]
#3
Unrated(0 Google listing reviews)
Local Visibility
95
+21.25 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
+320 vs median (178)
Largest Observed Gap
No major trailing factors observed
Firestone Complete Auto Care was observed at position #3 for the "brake repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 2 businesses appeared above it in that same observation.
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
+537 vs median (178)
Largest Observed Gap
No major trailing factors observed
Granite City Tire & Auto was observed at position #4 for the "brake repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 3 businesses appeared above it in that same observation.
75.95 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +9.73 points
Market Position: 87.5th percentile
Local Visibility
90
+16.25 vs market median
Technical SEO
100
+8.33 vs market median
Content Coverage
50
+25 vs market median
Review Volume
0
-124 vs median (178)
ANR Automotive was observed at position #5 for the "brake 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
ANR Automotive is 25 points above the measured market median for content coverage (50 versus 25). Its reviews score is 4.48 points below the measured market median (78.01 versus 82.49). Observed review volume is 54 versus a market median of 178; 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]
Local Visibility
75
+1.25 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
-158 vs median (178)
AUTOCURE...MOBILE MECHANIC was observed at position #6 for the "brake 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
AUTOCURE...MOBILE MECHANIC is 1.25 points above the measured market median for local visibility (75 versus 73.75). Its local profile score is 33.33 points below the measured market median (66.67 versus 100). Observed review volume is 20 versus a market median of 178; this is a volume comparison, not a service-quality assessment. First measured action: Connect the official website to the local profile.[1][2][3]
#7
Unrated(0 Google listing reviews)
61.44 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -4.78 points
Market Position: 20.83th percentile
Local Visibility
85
+11.25 vs market median
Technical SEO
66.67
-25 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+126 vs median (178)
St. Cloud Quick Lube and Detail Center was observed at position #7 for the "brake 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
St. Cloud Quick Lube and Detail Center is 11.25 points above the measured market median for local visibility (85 versus 73.75). Its entity consistency score is 29.17 points below the measured market median (0 versus 29.17). Observed review volume is 304 versus a market median of 178; 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)
Local Visibility
65
-8.75 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
-81 vs median (178)
Strongest Observed Advantage
Balanced with market baselines
Fleet Farm Auto Service Center was observed at position #8 for the "brake 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
Fleet Farm Auto Service Center's local visibility score is 8.75 points below the measured market median (65 versus 73.75). Observed review volume is 97 versus a market median of 178; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]
#9
Unrated(0 Google listing reviews)
51.73 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -14.49 points
Market Position: 4.17th percentile
Local Visibility
80
+6.25 vs market median
Technical SEO
50
-41.67 vs market median
Content Coverage
0
-25 vs market median
Review Volume
0
-145 vs median (178)
Trusted Auto Sales & Repair was observed at position #9 for the "brake 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
Trusted Auto Sales & Repair is 6.25 points above the measured market median for local visibility (80 versus 73.75). Its technical seo score is 41.67 points below the measured market median (50 versus 91.67). Observed review volume is 33 versus a market median of 178; this is a volume comparison, not a service-quality assessment. First measured action: Review missing canonical tags on sampled pages.[1][2][3]
63.3 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -2.92 points
Market Position: 37.5th percentile
Local Visibility
77.5
+3.75 vs market median
Technical SEO
83.33
-8.34 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+93 vs median (178)
Snappy Auto & Tire was observed at position #10 for the "brake 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
Snappy Auto & Tire is 3.75 points above the measured market median for local visibility (77.5 versus 73.75). Its entity consistency score is 29.17 points below the measured market median (0 versus 29.17). Observed review volume is 271 versus a market median of 178; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]
74.95 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +8.73 points
Market Position: 79.17th percentile
Local Visibility
75
+1.25 vs market median
Technical SEO
100
+8.33 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+219 vs median (178)
Largest Observed Gap
No major trailing factors observed
R & L Repair was observed at position #11 for the "brake 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 20.83 points above the measured market median for entity consistency (50 versus 29.17). Observed review volume is 397 versus a market median of 178; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]
Local Visibility
72.5
-1.25 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
-67 vs median (178)
Strongest Observed Advantage
Balanced with market baselines
Mike's Repair was observed at position #12 for the "brake 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
Mike's Repair's reviews score is 7.34 points below the measured market median (75.15 versus 82.49). Observed review volume is 111 versus a market median of 178; 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]
68.37 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +2.15 points
Market Position: 54.17th percentile
Local Visibility
70
-3.75 vs market median
Technical SEO
83.33
-8.34 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+401 vs median (178)
Snappy Lube Inc. was observed at position #13 for the "brake 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
Snappy Lube Inc. is 10.57 points above the measured market median for reviews (93.06 versus 82.49). Its technical seo score is 8.34 points below the measured market median (83.33 versus 91.67). Observed review volume is 579 versus a market median of 178; this is a volume comparison, not a service-quality assessment. First measured action: Add clear primary headings on sampled pages.[1][2][3]
72.32 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +6.1 points
Market Position: 70.83th percentile
Local Visibility
67.5
-6.25 vs market median
Technical SEO
100
+8.33 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
-18 vs median (178)
Glen's Rapid Repair was observed at position #14 for the "brake repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 13 businesses appeared above it in that same observation.
- #1 Midas
- #2 Advanced Repair Inc
- #3 Firestone Complete Auto Care
- #4 Granite City Tire & Auto
- #5 ANR Automotive
- #6 AUTOCURE...MOBILE MECHANIC
- #7 St. Cloud Quick Lube and Detail Center
- #8 Fleet Farm Auto Service Center
- #9 Trusted Auto Sales & Repair
- #10 Snappy Auto & Tire
- #11 R & L Repair
- #12 Mike's Repair
- #13 Snappy Lube Inc.
Why This Business Differs Online
Glen's Rapid Repair is 20.83 points above the measured market median for entity consistency (50 versus 29.17). Its local visibility score is 6.25 points below the measured market median (67.5 versus 73.75). Observed review volume is 160 versus a market median of 178; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]
#15
Unrated(0 Google listing reviews)
Local Visibility
65
-8.75 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
-86 vs median (178)
Strongest Observed Advantage
Balanced with market baselines
Auto Performance Center Inc was observed at position #15 for the "brake repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 14 businesses appeared above it in that same observation.
- #1 Midas
- #2 Advanced Repair Inc
- #3 Firestone Complete Auto Care
- #4 Granite City Tire & Auto
- #5 ANR Automotive
- #6 AUTOCURE...MOBILE MECHANIC
- #7 St. Cloud Quick Lube and Detail Center
- #8 Fleet Farm Auto Service Center
- #9 Trusted Auto Sales & Repair
- #10 Snappy Auto & Tire
- #11 R & L Repair
- #12 Mike's Repair
- #13 Snappy Lube Inc.
- #14 Glen's Rapid Repair
Why This Business Differs Online
Auto Performance Center Inc's local profile score is 33.33 points below the measured market median (66.67 versus 100). Observed review volume is 92 versus a market median of 178; this is a volume comparison, not a service-quality assessment. First measured action: Connect the official website to the local profile.[1][2][3]
Local Visibility
62.5
-11.25 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
-162 vs median (178)
Strongest Observed Advantage
Balanced with market baselines
Pak motors & auto repair was observed at position #16 for the "brake repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 15 businesses appeared above it in that same observation.
- #1 Midas
- #2 Advanced Repair Inc
- #3 Firestone Complete Auto Care
- #4 Granite City Tire & Auto
- #5 ANR Automotive
- #6 AUTOCURE...MOBILE MECHANIC
- #7 St. Cloud Quick Lube and Detail Center
- #8 Fleet Farm Auto Service Center
- #9 Trusted Auto Sales & Repair
- #10 Snappy Auto & Tire
- #11 R & L Repair
- #12 Mike's Repair
- #13 Snappy Lube Inc.
- #14 Glen's Rapid Repair
- #15 Auto Performance Center Inc
Why This Business Differs Online
Pak motors & auto repair's local profile score is 33.33 points below the measured market median (66.67 versus 100). Observed review volume is 16 versus a market median of 178; this is a volume comparison, not a service-quality assessment. First measured action: Connect the official website to the local profile.[1][2][3]
61.75 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -4.47 points
Market Position: 29.17th percentile
Local Visibility
20
-53.75 vs market median
Technical SEO
100
+8.33 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
-110 vs median (178)
Les Schwab Tire Center was observed at position #17 for the "brake repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 16 businesses appeared above it in that same observation.
- #1 Midas
- #2 Advanced Repair Inc
- #3 Firestone Complete Auto Care
- #4 Granite City Tire & Auto
- #5 ANR Automotive
- #6 AUTOCURE...MOBILE MECHANIC
- #7 St. Cloud Quick Lube and Detail Center
- #8 Fleet Farm Auto Service Center
- #9 Trusted Auto Sales & Repair
- #10 Snappy Auto & Tire
- #11 R & L Repair
- #12 Mike's Repair
- #13 Snappy Lube Inc.
- #14 Glen's Rapid Repair
- #15 Auto Performance Center Inc
- #16 Pak motors & auto repair
Why This Business Differs Online
Les Schwab Tire Center is 20.83 points above the measured market median for entity consistency (50 versus 29.17). Its local visibility score is 53.75 points below the measured market median (20 versus 73.75). Observed review volume is 68 versus a market median of 178; 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
57.5
-16.25 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
-68 vs median (178)
Strongest Observed Advantage
Balanced with market baselines
Al's Westside Services was observed at position #18 for the "brake repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 17 businesses appeared above it in that same observation.
- #1 Midas
- #2 Advanced Repair Inc
- #3 Firestone Complete Auto Care
- #4 Granite City Tire & Auto
- #5 ANR Automotive
- #6 AUTOCURE...MOBILE MECHANIC
- #7 St. Cloud Quick Lube and Detail Center
- #8 Fleet Farm Auto Service Center
- #9 Trusted Auto Sales & Repair
- #10 Snappy Auto & Tire
- #11 R & L Repair
- #12 Mike's Repair
- #13 Snappy Lube Inc.
- #14 Glen's Rapid Repair
- #15 Auto Performance Center Inc
- #16 Pak motors & auto repair
- #17 Les Schwab Tire Center
Why This Business Differs Online
Al's Westside Services's local profile score is 33.33 points below the measured market median (66.67 versus 100). Observed review volume is 110 versus a market median of 178; this is a volume comparison, not a service-quality assessment. First measured action: Connect the official website to the local profile.[1][2][3]
64.07 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -2.15 points
Market Position: 45.83th percentile
Local Visibility
55
-18.75 vs market median
Technical SEO
100
+8.33 vs market median
Content Coverage
0
-25 vs market median
Review Volume
0
+76 vs median (178)
Heartland Tire St Cloud was observed at position #19 for the "brake repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 18 businesses appeared above it in that same observation.
- #1 Midas
- #2 Advanced Repair Inc
- #3 Firestone Complete Auto Care
- #4 Granite City Tire & Auto
- #5 ANR Automotive
- #6 AUTOCURE...MOBILE MECHANIC
- #7 St. Cloud Quick Lube and Detail Center
- #8 Fleet Farm Auto Service Center
- #9 Trusted Auto Sales & Repair
- #10 Snappy Auto & Tire
- #11 R & L Repair
- #12 Mike's Repair
- #13 Snappy Lube Inc.
- #14 Glen's Rapid Repair
- #15 Auto Performance Center Inc
- #16 Pak motors & auto repair
- #17 Les Schwab Tire Center
- #18 Al's Westside Services
Why This Business Differs Online
Heartland Tire St Cloud is 8.33 points above the measured market median for technical seo (100 versus 91.67). Its content coverage score is 25 points below the measured market median (0 versus 25). Observed review volume is 254 versus a market median of 178; 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]
#20
Unrated(0 Google listing reviews)
55.38 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -10.84 points
Market Position: 12.5th percentile
Local Visibility
52.5
-21.25 vs market median
Technical SEO
83.33
-8.34 vs market median
Content Coverage
0
-25 vs market median
Review Volume
0
+113 vs median (178)
William's Auto Repair & Service was observed at position #20 for the "brake repair in St. Cloud, MN" search during SEOuP's October 3, 2026 observation. 19 businesses appeared above it in that same observation.
- #1 Midas
- #2 Advanced Repair Inc
- #3 Firestone Complete Auto Care
- #4 Granite City Tire & Auto
- #5 ANR Automotive
- #6 AUTOCURE...MOBILE MECHANIC
- #7 St. Cloud Quick Lube and Detail Center
- #8 Fleet Farm Auto Service Center
- #9 Trusted Auto Sales & Repair
- #10 Snappy Auto & Tire
- #11 R & L Repair
- #12 Mike's Repair
- #13 Snappy Lube Inc.
- #14 Glen's Rapid Repair
- #15 Auto Performance Center Inc
- #16 Pak motors & auto repair
- #17 Les Schwab Tire Center
- #18 Al's Westside Services
- #19 Heartland Tire St Cloud
Why This Business Differs Online
William's Auto Repair & Service is 5.6 points above the measured market median for reviews (88.09 versus 82.49). Its entity consistency score is 29.17 points below the measured market median (0 versus 29.17). Observed review volume is 291 versus a market median of 178; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[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: 72.75 · Range: 20–100 (20 measured)
77.5
75
75
72.5
67.5
65
65
57.5
Service × Location Content Detection Matrix
Observed coverage of essential service and location content on sampled official websites.
| Detected Content Check | Firestone Complete Auto Care | Midas | William's Auto Repair & Service | Heartland Tire St Cloud | Trusted Auto Sales & Repair | Advanced Repair Inc | Granite City Tire & Auto | R & L Repair | ANR Automotive | Snappy Auto & Tire | Pak motors & auto repair | Les Schwab Tire Center | Fleet Farm Auto Service Center | AUTOCURE...MOBILE MECHANIC | Snappy Lube Inc. | Mike's Repair | Auto Performance Center Inc | Al's Westside Services | St. Cloud Quick Lube and Detail Center | Glen's Rapid Repair |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Service content 12 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] |
| Location content 12 measured | — | ✓ Detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | — | ✓ Detected[1] | ✓ Detected[1] | ✓ Detected[1] | — | ✗ Not detected[1] | — | — | ✓ Detected[1] | — | — | — | ✓ Detected[1] | ✓ Detected[1] |
| Service and location coverage 12 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] |
| Relevant FAQs 12 measured | — | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | ✗ Not detected[1] | — | ✗ Not detected[1] | ✓ Detected[1] | ✗ Not detected[1] | — | ✓ Detected[1] | — | — | ✗ Not detected[1] | — | — | — | ✗ Not detected[1] | ✗ Not detected[1] |
Snapshot Provenance & Methodology Disclosure
Snapshot ID: 201c25d5-b0b9-418c-80cb-ac740da2597e · Scoring Cutoff (asOf): 2026-10-03 20:25 UTC · Published: 2026-10-03 20:25 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.