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Purpose-built comparison

windows-doors 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: windows-doors 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: β€œwindows-doors in St. Cloud, MN”.

Window & Door Companies in St. Cloud, MN β€” compared by Google rating, reviews & local visibility

Real competitive search intelligence benchmark for window & door companies providers in St. Cloud, MN. Evaluates observable local visibility, technical website health, service content depth, and customer reputation derived from actual NextDoorScore observations.

🏒 14 Providers Analyzed🎯 Market Median Score: 69.13/100⭐ Median Reviews: 57πŸ“‘ 524 Attributable Measurements
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City map view Β· 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 β€” it is not a score.

Marker Legend
Top comparison businesses
Other businesses
3Clustered businesses
Mapped businesses: 14
Labels show comparison position, not a new score. Geographic position is location only.
14 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.

The rest of this comparison

RankBusinessRatingGoogle listing quoteLocal Pulse
#5ABC Seamless of St. Cloud4.6 β˜… (47)β€œWe hired ABC Seamless to replace our roof and siding after recent storm damage. The expe…”—Profile
#6Exterior Proβ€”β€”Profile
#7Stallion Doors & Millworkβ€”β€”Profile
#8Heartland Glass Co, Incβ€”β€”Profile
#9Lutgen Companies4.9 β˜… (461)β€œWe are very happy with our new windows, we had 11 double hung and 2 sliders installed, th…”—Profile
#10Tony's Lifetime Exteriors, Inc.4.8 β˜… (105)β€œDan and I were pleased with the service from Tony's! Reed was good to work with and our g…”—Profile
#11DaBella4.6 β˜… (360)β€œTell your employee to take no for an answer. My boyfriend tried to be nice and listened t…”—Profile
#12BD Exteriors, Inc4.9 β˜… (260)β€œBD Exteriors made getting my roof replaced very easy. Patrick came out to the house got…”—Profile
#13Mid Central Door Coβ€”β€”Profile
#14Granite City Doorβ€”β€”Profile
Open NextDoorScore factor analysis for every listing
79.24 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +10.11 points
Market Position: 87.5th percentile
Local Visibility
100
+22.5 vs market median
Technical SEO
100
+16.67 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
-45 vs median (57)
Strongest Observed Advantage
Entity Consistency: +33.33 above market median (75 vs 41.67)[1][2]
Largest Observed Gap
Reviews: -11.71 below market median (61.57 vs 73.28)[1][2]
St Cloud Window LLC was observed at position #1 for the "windows-doors in St. Cloud, MN" search during SEOuP's September 24, 2026 observation.
Why This Business Differs Online

St Cloud Window LLC is 33.33 points above the measured market median for entity consistency (75 versus 41.67). Its reviews score is 11.71 points below the measured market median (61.57 versus 73.28). Observed review volume is 12 versus a market median of 57; 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]

Largest Observable Opportunity: Review the public review-volume gap relative to this market[1][2]
72.25 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +3.12 points
Market Position: 70.83th percentile
Local Visibility
95
+17.5 vs market median
Technical SEO
100
+16.67 vs market median
Content Coverage
50
+25 vs market median
Review Volume
0
-38 vs median (57)
Strongest Observed Advantage
Content Coverage: +25 above market median (50 vs 25)[1][2]
Largest Observed Gap
Entity Consistency: -41.67 below market median (0 vs 41.67)[1][2]
Perry Window & Door was observed at position #2 for the "windows-doors in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 1 business appeared above it in that same observation.
  1. #1 St Cloud Window LLC
Why This Business Differs Online

Perry Window & Door is 25 points above the measured market median for content coverage (50 versus 25). Its entity consistency score is 41.67 points below the measured market median (0 versus 41.67). Observed review volume is 19 versus a market median of 57; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]

Largest Observable Opportunity: Add accessible business contact information[1][2]
68.11 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -1.02 points
Market Position: 45.83th percentile
Local Visibility
90
+12.5 vs market median
Technical SEO
83.33
0 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+11 vs median (57)
Strongest Observed Advantage
Local Visibility: +12.5 above market median (90 vs 77.5)[1][2]
Largest Observed Gap
Reviews: -8.63 below market median (64.65 vs 73.28)[1][2]
Thermo-Tech Premium Windows & Doors was observed at position #3 for the "windows-doors in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 2 businesses appeared above it in that same observation.
  1. #1 St Cloud Window LLC
  2. #2 Perry Window & Door
Why This Business Differs Online

Thermo-Tech Premium Windows & Doors is 12.5 points above the measured market median for local visibility (90 versus 77.5). Its reviews score is 8.63 points below the measured market median (64.65 versus 73.28). Observed review volume is 68 versus a market median of 57; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]

Largest Observable Opportunity: Add accessible business contact information[1][2]
76.35 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +7.22 points
Market Position: 79.17th percentile
Local Visibility
92.5
+15 vs market median
Technical SEO
100
+16.67 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
+18 vs median (57)
Strongest Observed Advantage
Technical SEO: +16.67 above market median (100 vs 83.33)[1][2]
Largest Observed Gap
No major trailing factors observed
East Side Glass Company was observed at position #4 for the "windows-doors in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 3 businesses appeared above it in that same observation.
  1. #1 St Cloud Window LLC
  2. #2 Perry Window & Door
  3. #3 Thermo-Tech Premium Windows & Doors
Why This Business Differs Online

East Side Glass Company is 16.67 points above the measured market median for technical seo (100 versus 83.33). Observed review volume is 75 versus a market median of 57; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]

Largest Observable Opportunity: Add accessible business contact information[1][2]
70.15 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +1.02 points
Market Position: 54.17th percentile
Local Visibility
80
+2.5 vs market median
Technical SEO
83.33
0 vs market median
Content Coverage
25
0 vs market median
Review Volume
47
-11 vs median (57)
Strongest Observed Advantage
Entity Consistency: +8.33 above market median (50 vs 41.67)[1][2]
Largest Observed Gap
No major trailing factors observed
ABC Seamless of St. Cloud was observed at position #5 for the "windows-doors in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 4 businesses appeared above it in that same observation.
  1. #1 St Cloud Window LLC
  2. #2 Perry Window & Door
  3. #3 Thermo-Tech Premium Windows & Doors
  4. #4 East Side Glass Company
Why This Business Differs Online

ABC Seamless of St. Cloud is 8.33 points above the measured market median for entity consistency (50 versus 41.67). Observed review volume is 46 versus a market median of 57; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]

Largest Observable Opportunity: Add accessible business contact information[1][2]
84.82 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +15.69 points
Market Position: 95.83th percentile
Local Visibility
87.5
+10 vs market median
Technical SEO
100
+16.67 vs market median
Content Coverage
75
+50 vs market median
Review Volume
0
+249 vs median (57)
Strongest Observed Advantage
Content Coverage: +50 above market median (75 vs 25)[1][2]
Largest Observed Gap
No major trailing factors observed
Exterior Pro was observed at position #6 for the "windows-doors in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 5 businesses appeared above it in that same observation.
  1. #1 St Cloud Window LLC
  2. #2 Perry Window & Door
  3. #3 Thermo-Tech Premium Windows & Doors
  4. #4 East Side Glass Company
  5. #5 ABC Seamless of St. Cloud
Why This Business Differs Online

Exterior Pro is 50 points above the measured market median for content coverage (75 versus 25). Observed review volume is 306 versus a market median of 57; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]

Largest Observable Opportunity: Add accessible business contact information[1][2]
50.25 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -18.88 points
Market Position: 4.17th percentile
Local Visibility
85
+7.5 vs market median
Technical SEO
50
-33.33 vs market median
Content Coverage
0
-25 vs market median
Review Volume
0
-56 vs median (57)
Strongest Observed Advantage
Local Visibility: +7.5 above market median (85 vs 77.5)[1][2]
Largest Observed Gap
Entity Consistency: -41.67 below market median (0 vs 41.67)[1][2]
Stallion Doors & Millwork was observed at position #7 for the "windows-doors in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 6 businesses appeared above it in that same observation.
  1. #1 St Cloud Window LLC
  2. #2 Perry Window & Door
  3. #3 Thermo-Tech Premium Windows & Doors
  4. #4 East Side Glass Company
  5. #5 ABC Seamless of St. Cloud
  6. #6 Exterior Pro
Why This Business Differs Online

Stallion Doors & Millwork is 7.5 points above the measured market median for local visibility (85 versus 77.5). Its entity consistency score is 41.67 points below the measured market median (0 versus 41.67). Observed review volume is 1 versus a market median of 57; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]

Largest Observable Opportunity: Add accessible business contact information[1][2]
62.79 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -6.34 points
Market Position: 20.83th percentile
Local Visibility
65
-12.5 vs market median
Technical SEO
83.33
0 vs market median
Content Coverage
25
0 vs market median
Review Volume
0
-41 vs median (57)
Strongest Observed Advantage
Balanced with market baselines
Largest Observed Gap
Local Visibility: -12.5 below market median (65 vs 77.5)[1][2]
Heartland Glass Co, Inc was observed at position #8 for the "windows-doors in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 7 businesses appeared above it in that same observation.
  1. #1 St Cloud Window LLC
  2. #2 Perry Window & Door
  3. #3 Thermo-Tech Premium Windows & Doors
  4. #4 East Side Glass Company
  5. #5 ABC Seamless of St. Cloud
  6. #6 Exterior Pro
  7. #7 Stallion Doors & Millwork
Why This Business Differs Online

Heartland Glass Co, Inc's local visibility score is 12.5 points below the measured market median (65 versus 77.5). Observed review volume is 16 versus a market median of 57; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]

Largest Observable Opportunity: Review the measured local-search visibility gap[1][2]
#9
4.9(461 Google listing reviews)
6642 237th St, St Augusta, MN 56301, USA (320) 252-4932 Official Website
Local Visibility
60
-17.5 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
461
+377 vs median (57)
Strongest Observed Advantage
Reviews: +19.69 above market median (92.97 vs 73.28)[1][2]
Largest Observed Gap
Local Visibility: -17.5 below market median (60 vs 77.5)[1][2]
Lutgen Companies was observed at position #9 for the "windows-doors in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 8 businesses appeared above it in that same observation.
  1. #1 St Cloud Window LLC
  2. #2 Perry Window & Door
  3. #3 Thermo-Tech Premium Windows & Doors
  4. #4 East Side Glass Company
  5. #5 ABC Seamless of St. Cloud
  6. #6 Exterior Pro
  7. #7 Stallion Doors & Millwork
  8. #8 Heartland Glass Co, Inc
Why This Business Differs Online

Lutgen Companies is 19.69 points above the measured market median for reviews (92.97 versus 73.28). Its local visibility score is 17.5 points below the measured market median (60 versus 77.5). Observed review volume is 434 versus a market median of 57; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]

Largest Observable Opportunity: Review the measured local-search visibility gap[1][2]
66.18 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -2.95 points
Market Position: 29.17th percentile
Local Visibility
55
-22.5 vs market median
Technical SEO
83.33
0 vs market median
Content Coverage
75
+50 vs market median
Review Volume
105
+48 vs median (57)
Strongest Observed Advantage
Content Coverage: +50 above market median (75 vs 25)[1][2]
Largest Observed Gap
Entity Consistency: -41.67 below market median (0 vs 41.67)[1][2]
Tony's Lifetime Exteriors, Inc. was observed at position #10 for the "windows-doors in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 9 businesses appeared above it in that same observation.
  1. #1 St Cloud Window LLC
  2. #2 Perry Window & Door
  3. #3 Thermo-Tech Premium Windows & Doors
  4. #4 East Side Glass Company
  5. #5 ABC Seamless of St. Cloud
  6. #6 Exterior Pro
  7. #7 Stallion Doors & Millwork
  8. #8 Heartland Glass Co, Inc
  9. #9 Lutgen Companies
Why This Business Differs Online

Tony's Lifetime Exteriors, Inc. is 50 points above the measured market median for content coverage (75 versus 25). Its entity consistency score is 41.67 points below the measured market median (0 versus 41.67). Observed review volume is 105 versus a market median of 57; this is a volume comparison, not a service-quality assessment. First measured action: Add accessible business contact information.[1][2][3]

Largest Observable Opportunity: Add accessible business contact information[1][2]
#11
4.6(360 Google listing reviews)
330 US-10 Ste 102, St Cloud, MN 56304, USA (320) 208-9476 Official Website
71.33 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: +2.2 points
Market Position: 62.5th percentile
Local Visibility
75
-2.5 vs market median
Technical SEO
83.33
0 vs market median
Content Coverage
25
0 vs market median
Review Volume
360
+293 vs median (57)
Strongest Observed Advantage
Reviews: +16.14 above market median (89.42 vs 73.28)[1][2]
Largest Observed Gap
Local Visibility: -2.5 below market median (75 vs 77.5)[1][2]
DaBella was observed at position #11 for the "windows-doors in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 10 businesses appeared above it in that same observation.
  1. #1 St Cloud Window LLC
  2. #2 Perry Window & Door
  3. #3 Thermo-Tech Premium Windows & Doors
  4. #4 East Side Glass Company
  5. #5 ABC Seamless of St. Cloud
  6. #6 Exterior Pro
  7. #7 Stallion Doors & Millwork
  8. #8 Heartland Glass Co, Inc
  9. #9 Lutgen Companies
  10. #10 Tony's Lifetime Exteriors, Inc.
Why This Business Differs Online

DaBella is 16.14 points above the measured market median for reviews (89.42 versus 73.28). Its local visibility score is 2.5 points below the measured market median (75 versus 77.5). Observed review volume is 350 versus a market median of 57; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]

Largest Observable Opportunity: Review the measured local-search visibility gap[1][2]
#12
4.9(260 Google listing reviews)
568 19th Ave S, Sartell, MN 56377, USA (320) 229-2855 Official Website
67.8 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -1.33 points
Market Position: 37.5th percentile
Local Visibility
45
-32.5 vs market median
Technical SEO
83.33
0 vs market median
Content Coverage
25
0 vs market median
Review Volume
260
+200 vs median (57)
Strongest Observed Advantage
Entity Consistency: +25 above market median (66.67 vs 41.67)[1][2]
Largest Observed Gap
Local Visibility: -32.5 below market median (45 vs 77.5)[1][2]
BD Exteriors, Inc was observed at position #12 for the "windows-doors in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 11 businesses appeared above it in that same observation.
  1. #1 St Cloud Window LLC
  2. #2 Perry Window & Door
  3. #3 Thermo-Tech Premium Windows & Doors
  4. #4 East Side Glass Company
  5. #5 ABC Seamless of St. Cloud
  6. #6 Exterior Pro
  7. #7 Stallion Doors & Millwork
  8. #8 Heartland Glass Co, Inc
  9. #9 Lutgen Companies
  10. #10 Tony's Lifetime Exteriors, Inc.
  11. #11 DaBella
Why This Business Differs Online

BD Exteriors, Inc is 25 points above the measured market median for entity consistency (66.67 versus 41.67). Its local visibility score is 32.5 points below the measured market median (45 versus 77.5). Observed review volume is 257 versus a market median of 57; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]

Largest Observable Opportunity: Review the measured local-search visibility gap[1][2]
57.88 / 100
Overall NextDoorScore Score
Observable digital search authority benchmark
Vs Market Median: -11.25 points
Market Position: 12.5th percentile
Local Visibility
40
-37.5 vs market median
Technical SEO
100
+16.67 vs market median
Content Coverage
0
-25 vs market median
Review Volume
0
-49 vs median (57)
Strongest Observed Advantage
Technical SEO: +16.67 above market median (100 vs 83.33)[1][2]
Largest Observed Gap
Local Visibility: -37.5 below market median (40 vs 77.5)[1][2]
Mid Central Door Co was observed at position #13 for the "windows-doors in St. Cloud, MN" search during SEOuP's September 24, 2026 observation. 12 businesses appeared above it in that same observation.
  1. #1 St Cloud Window LLC
  2. #2 Perry Window & Door
  3. #3 Thermo-Tech Premium Windows & Doors
  4. #4 East Side Glass Company
  5. #5 ABC Seamless of St. Cloud
  6. #6 Exterior Pro
  7. #7 Stallion Doors & Millwork
  8. #8 Heartland Glass Co, Inc
  9. #9 Lutgen Companies
  10. #10 Tony's Lifetime Exteriors, Inc.
  11. #11 DaBella
  12. #12 BD Exteriors, Inc
Why This Business Differs Online

Mid Central Door Co is 16.67 points above the measured market median for technical seo (100 versus 83.33). Its local visibility score is 37.5 points below the measured market median (40 versus 77.5). Observed review volume is 8 versus a market median of 57; this is a volume comparison, not a service-quality assessment. First measured action: Review the measured local-search visibility gap.[1][2][3]

Largest Observable Opportunity: Review the measured local-search visibility gap[1][2]
Local Visibility
67.5
-10 vs market median
Technical SEO
Insufficient data
Insufficient data vs market median
Content Coverage
Insufficient data
Insufficient data vs market median
Review Volume
0
-53 vs median (57)
Strongest Observed Advantage
Balanced with market baselines
Largest Observed Gap
Local Profile: -33.33 below market median (66.67 vs 100)[1][2]
Why This Business Differs Online

Granite City Door's local profile score is 33.33 points below the measured market median (66.67 versus 100). Observed review volume is 4 versus a market median of 57; this is a volume comparison, not a service-quality assessment. First measured action: Connect the official website to the local profile.[1][2][3]

Largest Observable Opportunity: Connect the official website to the local profile[1][2]

Who Has the Advantage? Factor Leaderboards

Independent rankings for each measured search factor within this snapshot. Ranks reflect observable digital data, not an endorsement.

Service Γ— Location Content Detection Matrix

Observed coverage of essential service and location content on sampled official websites.

Detected Content CheckStallion Doors & MillworkThermo-Tech Premium Windows & DoorsGranite City DoorHeartland Glass Co, IncPerry Window & DoorBD Exteriors, IncDaBellaMid Central Door CoSt Cloud Window LLCTony's Lifetime Exteriors, Inc.ABC Seamless of St. CloudLutgen CompaniesEast Side Glass CompanyExterior Pro
Service content
12 measured
βœ— Not detected[1]βœ“ Detected[1]β€”βœ— Not detected[1]βœ“ Detected[1]βœ— Not detected[1]βœ— Not detected[1]βœ— Not detected[1]βœ— Not detected[1]βœ“ Detected[1]βœ— Not detected[1]β€”βœ— Not detected[1]βœ“ Detected[1]
Location content
12 measured
βœ— Not detected[1]βœ— Not detected[1]β€”βœ“ Detected[1]βœ“ Detected[1]βœ“ Detected[1]βœ“ Detected[1]βœ— Not detected[1]βœ“ Detected[1]βœ“ Detected[1]βœ“ Detected[1]β€”βœ“ Detected[1]βœ“ Detected[1]
Service and location coverage
12 measured
βœ— Not detected[1]βœ— Not detected[1]β€”βœ— Not detected[1]βœ— Not detected[1]βœ— Not detected[1]βœ— Not detected[1]βœ— Not detected[1]βœ— Not detected[1]βœ“ Detected[1]βœ— Not detected[1]β€”βœ— Not detected[1]βœ“ Detected[1]
Relevant FAQs
12 measured
βœ— Not detected[1]βœ— Not detected[1]β€”βœ— Not detected[1]βœ— Not detected[1]βœ— Not detected[1]βœ— Not detected[1]βœ— Not detected[1]βœ— Not detected[1]βœ— Not detected[1]βœ— Not detected[1]β€”βœ— Not detected[1]βœ— Not detected[1]

Snapshot Provenance & Methodology Disclosure

Snapshot ID: 895dd132-c69e-4939-bf0f-5204c112a65e Β· Scoring Cutoff (asOf): 2026-09-24 10:09 UTC Β· Published: 2026-09-24 10:09 UTC Β· 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 Γ— 100. Review volume scores min(100, log10(count + 1) / 3 Γ— 100), a disclosed saturation benchmark of 999 reviews, not a quality assessment.
  • Review recency scores exp(-days / 180) Γ— 100. Verified local-search rank scores max(0, 1 - (rank - 1) / 20) Γ— 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 Γ— (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.