™
#1
Advanced Repair Inc
St. Cloud, MN
76.5 Score—— Reviews
Local position: #1 of 20
Claim this businessView your private optimization opportunities.Purpose-built comparison
Auto Repair 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.
Search captured: Auto 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: “Auto Repair in St. Cloud, MN”.
Auto Repair Shops in St. Cloud, MN — compared by Google rating, reviews & local visibility
Real competitive search intelligence benchmark for auto repair shops 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: 70.8/100⭐ Median Reviews: 115📡 615 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
R & L Repair
St. Cloud, MN
87.0 Score—— Reviews
Local position: #2 of 20
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#3
William's Auto Repair & Service
St. Cloud, MN
67.6 Score—— Reviews
Local position: #3 of 20
Claim this businessView your private optimization opportunities.#4
Jim's Auto Services
St. Cloud, MN
45.9 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 | Glen's Rapid Repair | — | — | Profile | |
| #6 | Auto Performance Center Inc | — | — | Profile | |
| #7 | Granite City Tire & Auto | — | — | Profile | |
| #8 | Mike's Repair | — | — | Profile | |
| #9 | Firestone Complete Auto Care | — | — | Profile | |
| #10 | Snappy Auto & Tire | — | — | Profile | |
| #11 | Exodus Automotive | — | — | Profile | |
| #12 | ANR Automotive | — | — | Profile | |
| #13 | Mr. O's Service and Repair | — | — | Profile | |
| #14 | Preferred Service and Repair | — | — | Profile | |
| #15 | Paul's Auto Service | — | — | Profile | |
| #16 | C.A.R.S Complete Auto Repair Service | — | — | Profile | |
| #17 | Midas | — | — | Profile | |
| #18 | Ralph's Car & Tractor Services | — | — | Profile | |
| #19 | Todd's Auto & Truck | — | — | Profile | |
| #20 | Northstar Tire & Auto | — | — | Profile |
Open NextDoorScore factor analysis for every listing
76.48 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +5.68 points
Market Position: 73.08th percentile
Local Visibility
100
+23.75 vs market median
Technical SEO
100
+16.67 vs market median
Content Coverage
25
-50 vs market median
Review Volume
0
+400 vs median (115)
Advanced Repair Inc was observed at position #1 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation.
Why This Business Differs Online
Advanced Repair Inc is 23.75 points above the measured market median for local visibility (100 versus 76.25). Its content coverage score is 50 points below the measured market median (25 versus 75). Observed review volume is 515 versus a market median of 115; 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]
86.95 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +16.15 points
Market Position: 96.15th percentile
Local Visibility
97.5
+21.25 vs market median
Technical SEO
100
+16.67 vs market median
Content Coverage
75
0 vs market median
Review Volume
0
+282 vs median (115)
Largest Observed Gap
No major trailing factors observed
R & L Repair was observed at position #2 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 1 business 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 115; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]
#3
Unrated(0 Google listing reviews)
67.63 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -3.17 points
Market Position: 34.62th percentile
Local Visibility
95
+18.75 vs market median
Technical SEO
83.33
0 vs market median
Content Coverage
25
-50 vs market median
Review Volume
0
+176 vs median (115)
William's Auto Repair & Service was observed at position #3 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 2 businesses appeared above it in that same observation.
Why This Business Differs Online
William's Auto Repair & Service is 18.75 points above the measured market median for local visibility (95 versus 76.25). Its content coverage score is 50 points below the measured market median (25 versus 75). Observed review volume is 291 versus a market median of 115; 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]
45.86 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -24.94 points
Market Position: 3.85th percentile
Local Visibility
92.5
+16.25 vs market median
Technical SEO
0
-83.33 vs market median
Content Coverage
0
-75 vs market median
Review Volume
0
+17 vs median (115)
Jim's Auto Services was observed at position #4 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 3 businesses appeared above it in that same observation.
Why This Business Differs Online
Jim's Auto Services is 16.25 points above the measured market median for local visibility (92.5 versus 76.25). Its technical seo score is 83.33 points below the measured market median (0 versus 83.33). Observed review volume is 132 versus a market median of 115; this is a volume comparison, not a service-quality assessment. First measured action: Review missing canonical tags on sampled pages.[1][2][3]
84.3 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +13.5 points
Market Position: 88.46th percentile
Local Visibility
90
+13.75 vs market median
Technical SEO
100
+16.67 vs market median
Content Coverage
75
0 vs market median
Review Volume
0
+43 vs median (115)
Largest Observed Gap
No major trailing factors observed
Glen's Rapid Repair was observed at position #5 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 4 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 158 versus a market median of 115; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]
#6
Unrated(0 Google listing reviews)
Local Visibility
87.5
+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
-23 vs median (115)
Auto Performance Center Inc was observed at position #6 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 5 businesses appeared above it in that same observation.
Why This Business Differs Online
Auto Performance Center Inc is 11.25 points above the measured market median for local visibility (87.5 versus 76.25). Its 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 115; 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
85
+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
+595 vs median (115)
Largest Observed Gap
No major trailing factors observed
Granite City Tire & Auto was observed at position #7 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 6 businesses appeared above it in that same observation.
Why This Business Differs Online
Granite City Tire & Auto is 13.42 points above the measured market median for reviews (94.53 versus 81.11). Observed review volume is 710 versus a market median of 115; 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
82.5
+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
-3 vs median (115)
Mike's Repair was observed at position #8 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 7 businesses appeared above it in that same observation.
Why This Business Differs Online
Mike's Repair is 6.25 points above the measured market median for local visibility (82.5 versus 76.25). Its reviews score is 5.89 points below the measured market median (75.22 versus 81.11). Observed review volume is 112 versus a market median of 115; 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)
Local Visibility
80
+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
+381 vs median (115)
Largest Observed Gap
No major trailing factors observed
Firestone Complete Auto Care was observed at position #9 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 8 businesses appeared above it in that same observation.
Why This Business Differs Online
Firestone Complete Auto Care is 5.83 points above the measured market median for reviews (86.94 versus 81.11). Observed review volume is 496 versus a market median of 115; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]
70.8 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: 0 points
Market Position: 50th percentile
Local Visibility
77.5
+1.25 vs market median
Technical SEO
83.33
0 vs market median
Content Coverage
75
0 vs market median
Review Volume
0
+156 vs median (115)
Snappy Auto & Tire was observed at position #10 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 9 businesses appeared above it in that same observation.
Why This Business Differs Online
Snappy Auto & Tire is 1.47 points above the measured market median for reviews (82.58 versus 81.11). Its entity consistency score is 25 points below the measured market median (0 versus 25). Observed review volume is 271 versus a market median of 115; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[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
-28 vs median (115)
Strongest Observed Advantage
Balanced with market baselines
Exodus Automotive was observed at position #11 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 10 businesses appeared above it in that same observation.
Why This Business Differs Online
Exodus Automotive's local profile score is 33.33 points below the measured market median (66.67 versus 100). Observed review volume is 87 versus a market median of 115; this is a volume comparison, not a service-quality assessment. First measured action: Connect the official website to the local profile.[1][2][3]
79.91 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +9.11 points
Market Position: 80.77th percentile
Local Visibility
72.5
-3.75 vs market median
Technical SEO
100
+16.67 vs market median
Content Coverage
100
+25 vs market median
Review Volume
0
-63 vs median (115)
ANR Automotive was observed at position #12 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 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 (100 versus 75). Its local visibility score is 3.75 points below the measured market median (72.5 versus 76.25). Observed review volume is 52 versus a market median of 115; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]
#13
Unrated(0 Google listing reviews)
50.74 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -20.06 points
Market Position: 11.54th percentile
Local Visibility
70
-6.25 vs market median
Technical SEO
50
-33.33 vs market median
Content Coverage
0
-75 vs market median
Review Volume
0
-59 vs median (115)
Strongest Observed Advantage
Balanced with market baselines
Mr. O's Service and Repair was observed at position #13 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 12 businesses appeared above it in that same observation.
Why This Business Differs Online
Mr. O's Service and Repair's content coverage score is 75 points below the measured market median (0 versus 75). Observed review volume is 56 versus a market median of 115; 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]
#14
Unrated(0 Google listing reviews)
71.12 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +0.32 points
Market Position: 57.69th percentile
Local Visibility
67.5
-8.75 vs market median
Technical SEO
83.33
0 vs market median
Content Coverage
75
0 vs market median
Review Volume
0
-68 vs median (115)
Strongest Observed Advantage
Balanced with market baselines
Preferred Service and Repair was observed at position #14 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 13 businesses appeared above it in that same observation.
- #1 Advanced Repair Inc
- #2 R & L Repair
- #3 William's Auto Repair & Service
- #4 Jim's Auto Services
- #5 Glen's Rapid Repair
- #6 Auto Performance Center Inc
- #7 Granite City Tire & Auto
- #8 Mike's Repair
- #9 Firestone Complete Auto Care
- #10 Snappy Auto & Tire
- #11 Exodus Automotive
- #12 ANR Automotive
- #13 Mr. O's Service and Repair
Why This Business Differs Online
Preferred Service and Repair's local visibility score is 8.75 points below the measured market median (67.5 versus 76.25). Observed review volume is 47 versus a market median of 115; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]
53.63 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -17.17 points
Market Position: 19.23th percentile
Local Visibility
30
-46.25 vs market median
Technical SEO
83.33
0 vs market median
Content Coverage
25
-50 vs market median
Review Volume
0
-28 vs median (115)
Paul's Auto Service was observed at position #15 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 14 businesses appeared above it in that same observation.
- #1 Advanced Repair Inc
- #2 R & L Repair
- #3 William's Auto Repair & Service
- #4 Jim's Auto Services
- #5 Glen's Rapid Repair
- #6 Auto Performance Center Inc
- #7 Granite City Tire & Auto
- #8 Mike's Repair
- #9 Firestone Complete Auto Care
- #10 Snappy Auto & Tire
- #11 Exodus Automotive
- #12 ANR Automotive
- #13 Mr. O's Service and Repair
- #14 Preferred Service and Repair
Why This Business Differs Online
Paul's Auto Service is 0.3 points above the measured market median for reviews (81.41 versus 81.11). Its content coverage score is 50 points below the measured market median (25 versus 75). Observed review volume is 87 versus a market median of 115; 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]
#16
Unrated(0 Google listing reviews)
62.21 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -8.59 points
Market Position: 26.92th percentile
Local Visibility
62.5
-13.75 vs market median
Technical SEO
66.67
-16.66 vs market median
Content Coverage
75
0 vs market median
Review Volume
0
-77 vs median (115)
Strongest Observed Advantage
Balanced with market baselines
C.A.R.S Complete Auto Repair Service was observed at position #16 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 15 businesses appeared above it in that same observation.
- #1 Advanced Repair Inc
- #2 R & L Repair
- #3 William's Auto Repair & Service
- #4 Jim's Auto Services
- #5 Glen's Rapid Repair
- #6 Auto Performance Center Inc
- #7 Granite City Tire & Auto
- #8 Mike's Repair
- #9 Firestone Complete Auto Care
- #10 Snappy Auto & Tire
- #11 Exodus Automotive
- #12 ANR Automotive
- #13 Mr. O's Service and Repair
- #14 Preferred Service and Repair
- #15 Paul's Auto Service
Why This Business Differs Online
C.A.R.S Complete Auto Repair Service's entity consistency score is 25 points below the measured market median (0 versus 25). Observed review volume is 38 versus a market median of 115; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]
75.47 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +4.67 points
Market Position: 65.38th percentile
Local Visibility
60
-16.25 vs market median
Technical SEO
83.33
0 vs market median
Content Coverage
75
0 vs market median
Review Volume
0
+76 vs median (115)
Midas was observed at position #17 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 16 businesses appeared above it in that same observation.
- #1 Advanced Repair Inc
- #2 R & L Repair
- #3 William's Auto Repair & Service
- #4 Jim's Auto Services
- #5 Glen's Rapid Repair
- #6 Auto Performance Center Inc
- #7 Granite City Tire & Auto
- #8 Mike's Repair
- #9 Firestone Complete Auto Care
- #10 Snappy Auto & Tire
- #11 Exodus Automotive
- #12 ANR Automotive
- #13 Mr. O's Service and Repair
- #14 Preferred Service and Repair
- #15 Paul's Auto Service
- #16 C.A.R.S Complete Auto Repair Service
Why This Business Differs Online
Midas is 25 points above the measured market median for entity consistency (50 versus 25). Its local visibility score is 16.25 points below the measured market median (60 versus 76.25). Observed review volume is 191 versus a market median of 115; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]
#18
Unrated(0 Google listing reviews)
67.74 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -3.06 points
Market Position: 42.31th percentile
Local Visibility
57.5
-18.75 vs market median
Technical SEO
66.67
-16.66 vs market median
Content Coverage
75
0 vs market median
Review Volume
0
-36 vs median (115)
Ralph's Car & Tractor Services was observed at position #18 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 17 businesses appeared above it in that same observation.
- #1 Advanced Repair Inc
- #2 R & L Repair
- #3 William's Auto Repair & Service
- #4 Jim's Auto Services
- #5 Glen's Rapid Repair
- #6 Auto Performance Center Inc
- #7 Granite City Tire & Auto
- #8 Mike's Repair
- #9 Firestone Complete Auto Care
- #10 Snappy Auto & Tire
- #11 Exodus Automotive
- #12 ANR Automotive
- #13 Mr. O's Service and Repair
- #14 Preferred Service and Repair
- #15 Paul's Auto Service
- #16 C.A.R.S Complete Auto Repair Service
- #17 Midas
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 local visibility score is 18.75 points below the measured market median (57.5 versus 76.25). Observed review volume is 79 versus a market median of 115; 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
55
-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
-82 vs median (115)
Strongest Observed Advantage
Balanced with market baselines
Todd's Auto & Truck was observed at position #19 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 18 businesses appeared above it in that same observation.
- #1 Advanced Repair Inc
- #2 R & L Repair
- #3 William's Auto Repair & Service
- #4 Jim's Auto Services
- #5 Glen's Rapid Repair
- #6 Auto Performance Center Inc
- #7 Granite City Tire & Auto
- #8 Mike's Repair
- #9 Firestone Complete Auto Care
- #10 Snappy Auto & Tire
- #11 Exodus Automotive
- #12 ANR Automotive
- #13 Mr. O's Service and Repair
- #14 Preferred Service and Repair
- #15 Paul's Auto Service
- #16 C.A.R.S Complete Auto Repair Service
- #17 Midas
- #18 Ralph's Car & Tractor Services
Why This Business Differs Online
Todd's Auto & Truck's local profile score is 33.33 points below the measured market median (66.67 versus 100). Observed review volume is 33 versus a market median of 115; 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
52.5
-23.75 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
+3 vs median (115)
Strongest Observed Advantage
Balanced with market baselines
Northstar Tire & Auto was observed at position #20 for the "Auto Repair in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 19 businesses appeared above it in that same observation.
- #1 Advanced Repair Inc
- #2 R & L Repair
- #3 William's Auto Repair & Service
- #4 Jim's Auto Services
- #5 Glen's Rapid Repair
- #6 Auto Performance Center Inc
- #7 Granite City Tire & Auto
- #8 Mike's Repair
- #9 Firestone Complete Auto Care
- #10 Snappy Auto & Tire
- #11 Exodus Automotive
- #12 ANR Automotive
- #13 Mr. O's Service and Repair
- #14 Preferred Service and Repair
- #15 Paul's Auto Service
- #16 C.A.R.S Complete Auto Repair Service
- #17 Midas
- #18 Ralph's Car & Tractor Services
- #19 Todd's Auto & Truck
Why This Business Differs Online
Northstar Tire & Auto's local visibility score is 23.75 points below the measured market median (52.5 versus 76.25). Observed review volume is 118 versus a market median of 115; 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: 76.25 · Average: 74.5 · Range: 30–100 (20 measured)
97.5
82.5
77.5
72.5
52.5
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 | Todd's Auto & Truck | William's Auto Repair & Service | Advanced Repair Inc | Granite City Tire & Auto | R & L Repair | Preferred Service and Repair | ANR Automotive | Mr. O's Service and Repair | Snappy Auto & Tire | Paul's Auto Service | Northstar Tire & Auto | Ralph's Car & Tractor Services | Mike's Repair | Jim's Auto Services | Auto Performance Center Inc | Exodus Automotive | Glen's Rapid Repair | C.A.R.S Complete Auto Repair Service |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Service content 13 measured | — | ✓ Detected[1] | — | ✓ Detected[1] | ✓ Detected[1] | — | ✓ Detected[1] | ✓ Detected[1] | ✓ Detected[1] | ✗ Not detected[1] | ✓ Detected[1] | ✓ Detected[1] | — | ✓ Detected[1] | — | ✗ Not detected[1] | — | — | ✓ Detected[1] | ✓ Detected[1] |
| Location content 13 measured | — | ✓ Detected[1] | — | ✗ Not detected[1] | ✗ Not detected[1] | — | ✓ Detected[1] | ✓ Detected[1] | ✓ Detected[1] | ✗ Not detected[1] | ✓ Detected[1] | ✗ Not detected[1] | — | ✓ Detected[1] | — | ✗ Not detected[1] | — | — | ✓ Detected[1] | ✓ Detected[1] |
| Service and location coverage 13 measured | — | ✓ Detected[1] | — | ✗ Not detected[1] | ✗ Not detected[1] | — | ✓ Detected[1] | ✓ Detected[1] | ✓ Detected[1] | ✗ Not detected[1] | ✓ Detected[1] | ✗ Not detected[1] | — | ✓ Detected[1] | — | ✗ Not detected[1] | — | — | ✓ Detected[1] | ✓ Detected[1] |
| Relevant FAQs 13 measured | — | ✗ Not detected[1] | — | ✗ Not detected[1] | ✗ Not 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: 8de59ba9-f684-4b5a-adbe-ad66bced1eae · Scoring Cutoff (asOf): 2026-09-24 09:35 UTC · Published: 2026-09-24 09:35 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.