Lubbock / September 2026 / Five paired questions
Roofing
A closer look at this vertical's sampled questions and discovery surfaces. Fifty selected usable observations per configuration, 300 across the six configurations.
Residential and commercial roofing reported separately. Exclude materials-only sellers. This page describes the sampled question set, not the quality or eligibility of every business in the vertical.
Observed Google visibility and AI name matches
Names and domain groups recorded in this question set. Each cell is detections out of 50 sampled responses. Rows are ordered by Google top-ten appearances, not by business quality or a combined score.
Google and Maps count matching results; AI columns count recorded names or aliases in answer prose. These are different measures. A match does not establish a specific branch, service eligibility or recommendation. Shared names and domains can overlap; row totals must not be summed as market share.
52 recorded names and domain groups · Download all table counts and supporting observation IDs
| Name / domain group | Google top 10 | Maps | ChatGPT name matches | Gemini name matches | Claude name matches | Perplexity name matches |
|---|---|---|---|---|---|---|
| hartmanroofinglubbock.com Hartman Roofing Lubbock | 50/50 | 50/50 | 26/50 | 17/50 | 12/50 | 12/50 |
| andrusbrothers.com Andrus Brothers Roofing | 30/50 | 50/50 | 2/50 | 29/50 | 1/50 | 35/50 |
| eliteroofingandexterior.com Elite Roofing & Exterior | 30/50 | 0/50 | 4/50 | 15/50 | 10/50 | 13/50 |
| americanroofinglubbocktx.com American Roofing & Storm Restoration | 28/50 | 0/50 | 5/50 | 1/50 | 0/50 | 0/50 |
| massieroofing.com Massie Roofing, LLC | 22/50 | 40/50 | 0/50 | 2/50 | 0/50 | 0/50 |
| candorconstructandroofing.com Candor Construct & Roofing LLC | 10/50 | 10/50 | 2/50 | 5/50 | 0/50 | 0/50 |
| davesroofingtx.com Dave's Roofing, Siding, and Metal Buildings | 10/50 | 0/50 | 3/50 | 0/50 | 0/50 | 0/50 |
| kincaidroofing.com Kincaid Roofing & Remodeling L.P. | 10/50 | 30/50 | 38/50 | 8/50 | 0/50 | 0/50 |
| forsterconstruction.com Forster Construction | 3/50 | 50/50 | 42/50 | 37/50 | 0/50 | 24/50 |
| thejonesboys.com Jones & Associates | 1/50 | 40/50 | 38/50 | 0/50 | 10/50 | 20/50 |
| elite360roofing.com 360 Roofing | 0/50 | 30/50 | 1/50 | 0/50 | 0/50 | 0/50 |
| 360 Roofing | 0/50 | 30/50 | 1/50 | 0/50 | 0/50 | 0/50 |
| abfroofinglubbock.com ABF Roofing & Foam | 0/50 | 50/50 | 9/50 | 0/50 | 0/50 | 12/50 |
| ABF Roofing & Foam | 0/50 | 50/50 | 9/50 | 0/50 | 0/50 | 12/50 |
| Andrus Brothers Roofing | 0/50 | 50/50 | 2/50 | 29/50 | 1/50 | 35/50 |
| cantexroofing.com CanTex Roofing & Construction | 0/50 | 0/50 | 4/50 | 2/50 | 0/50 | 0/50 |
| carpenterroof.com Carpenter Roofing Company, Inc. | 0/50 | 50/50 | 7/50 | 4/50 | 0/50 | 0/50 |
| Carpenter Roofing Company, Inc. | 0/50 | 50/50 | 7/50 | 4/50 | 0/50 | 0/50 |
| corecommercialroofing.com Core Commercial Roofing & Coatings | 0/50 | 40/50 | 10/50 | 4/50 | 0/50 | 0/50 |
| edgeroofingtx.com Edge Roofing & Coatings | 0/50 | 40/50 | 35/50 | 1/50 | 0/50 | 0/50 |
| eroofs.com eROOF | 0/50 | 0/50 | 2/50 | 0/50 | 0/50 | 20/50 |
| excelcg.com Excel Construction Group | 0/50 | 20/50 | 0/50 | 0/50 | 0/50 | 0/50 |
| fatmattroofing.com Fat Matt Roofing | 0/50 | 30/50 | 0/50 | 0/50 | 0/50 | 0/50 |
| hconstructionsystems.com H. Construction Systems, Inc. | 0/50 | 0/50 | 10/50 | 0/50 | 0/50 | 0/50 |
| Hartman Roofing Lubbock | 0/50 | 50/50 | 26/50 | 17/50 | 12/50 | 12/50 |
| johnsonroofinglubbock.com Johnson Roofing | 0/50 | 10/50 | 3/50 | 2/50 | 1/50 | 0/50 |
| kambridgeblake.com Kambridge Blake Roofing and Construction | 0/50 | 0/50 | 24/50 | 0/50 | 0/50 | 0/50 |
| lbkroofing.com LBK Roofing | 0/50 | 0/50 | 30/50 | 2/50 | 0/50 | 4/50 |
| leatherwoodpros.com Leatherwood Roofing Pros | 0/50 | 0/50 | 1/50 | 0/50 | 0/50 | 0/50 |
| Lubbock Family Roofing | 0/50 | 0/50 | 29/50 | 0/50 | 0/50 | 0/50 |
| Lubbock Roofing & General Contractors | 0/50 | 50/50 | 0/50 | 0/50 | 0/50 | 0/50 |
| Lydick-Hooks Roofing Co | 0/50 | 30/50 | 0/50 | 0/50 | 0/50 | 0/50 |
| maverickroofing.com Maverick Roofing | 0/50 | 50/50 | 50/50 | 4/50 | 0/50 | 4/50 |
| moellerroofing.com Moeller Roofing | 0/50 | 0/50 | 5/50 | 0/50 | 0/50 | 0/50 |
| nobleroofteam.com Noble Roofing | 0/50 | 0/50 | 1/50 | 0/50 | 0/50 | 0/50 |
| plainsroofing.com Plains Roofing Company | 0/50 | 50/50 | 6/50 | 23/50 | 0/50 | 5/50 |
| Plains Roofing Company | 0/50 | 50/50 | 6/50 | 23/50 | 0/50 | 5/50 |
| progressiveroofservice.com Progressive Roofing | 0/50 | 0/50 | 1/50 | 0/50 | 0/50 | 0/50 |
| Property Development Solutions | 0/50 | 0/50 | 10/50 | 0/50 | 0/50 | 0/50 |
| rainroofingpros.com Rain Roofing Pros | 0/50 | 40/50 | 23/50 | 0/50 | 0/50 | 0/50 |
| gorooftech.com Roof-Tech | 0/50 | 50/50 | 37/50 | 4/50 | 21/50 | 11/50 |
| get-roofd.com Roof'd | 0/50 | 50/50 | 46/50 | 4/50 | 0/50 | 6/50 |
| roofsinctx.com Roofs Inc. | 0/50 | 10/50 | 30/50 | 23/50 | 16/50 | 29/50 |
| ryanroofinglubbock.com Ryan Roofing | 0/50 | 0/50 | 8/50 | 0/50 | 0/50 | 0/50 |
| schraderroofinglubbock.com Schrader Roofing Company of Lubbock | 0/50 | 50/50 | 44/50 | 7/50 | 0/50 | 5/50 |
| stormguardrc.com Storm Guard Roofing of Lubbock | 0/50 | 10/50 | 0/50 | 2/50 | 0/50 | 0/50 |
| Sun's Up Roofing & Remodeling | 0/50 | 0/50 | 1/50 | 1/50 | 0/50 | 0/50 |
| Tecta America | 0/50 | 0/50 | 10/50 | 1/50 | 10/50 | 10/50 |
| Ultra Exteriors, Inc. | 0/50 | 0/50 | 1/50 | 0/50 | 0/50 | 0/50 |
| westtexascommercialroofing.com West Texas Commercial Roofing | 0/50 | 50/50 | 41/50 | 3/50 | 30/50 | 29/50 |
| westtexasexteriors.com West Texas Exteriors Inc- | 0/50 | 20/50 | 9/50 | 0/50 | 0/50 | 0/50 |
| West Texas Exteriors Inc- | 0/50 | 20/50 | 9/50 | 0/50 | 0/50 | 0/50 |
Inspect counts by question
The same name may appear in separate domain groups. These tables preserve the recorded groups rather than silently merge businesses or branches.
hartmanroofinglubbock.com · Hartman Roofing Lubbock
Recorded name matching uses: Hartman Roofing Lubbock.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 10/10 | 10/10 | 10/10 | 3/10 | 10/10 | 2/10 |
| residential | 10/10 | 10/10 | 6/10 | 8/10 | 0/10 | 0/10 |
| residential | 10/10 | 10/10 | 10/10 | 4/10 | 0/10 | 0/10 |
| residential | 10/10 | 10/10 | 0/10 | 1/10 | 0/10 | 3/10 |
| commercial | 10/10 | 10/10 | 0/10 | 1/10 | 2/10 | 7/10 |
andrusbrothers.com · Andrus Brothers Roofing
Recorded name matching uses: Andrus Brothers Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 10/10 | 10/10 | 1/10 | 8/10 | 1/10 | 10/10 |
| residential | 0/10 | 10/10 | 0/10 | 7/10 | 0/10 | 6/10 |
| residential | 0/10 | 10/10 | 0/10 | 4/10 | 0/10 | 0/10 |
| residential | 10/10 | 10/10 | 1/10 | 8/10 | 0/10 | 10/10 |
| commercial | 10/10 | 10/10 | 0/10 | 2/10 | 0/10 | 9/10 |
eliteroofingandexterior.com · Elite Roofing & Exterior
Recorded name matching uses: Elite Roofing & Exterior.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 10/10 | 0/10 | 1/10 | 2/10 | 0/10 | 8/10 |
| residential | 10/10 | 0/10 | 0/10 | 7/10 | 0/10 | 1/10 |
| residential | 10/10 | 0/10 | 2/10 | 5/10 | 10/10 | 4/10 |
| residential | 0/10 | 0/10 | 1/10 | 1/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
americanroofinglubbocktx.com · American Roofing & Storm Restoration
Recorded name matching uses: American Roofing & Storm Restoration.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 9/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 9/10 | 0/10 | 5/10 | 1/10 | 0/10 | 0/10 |
massieroofing.com · Massie Roofing, LLC
Recorded name matching uses: Massie Roofing, LLC.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 2/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 10/10 | 10/10 | 0/10 | 2/10 | 0/10 | 0/10 |
| residential | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
candorconstructandroofing.com · Candor Construct & Roofing LLC
Recorded name matching uses: Candor Construct & Roofing LLC.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 10/10 | 0/10 | 1/10 | 2/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 1/10 | 3/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
davesroofingtx.com · Dave's Roofing, Siding, and Metal Buildings
Recorded name matching uses: Dave's Roofing, Siding, and Metal Buildings.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 10/10 | 0/10 | 3/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
kincaidroofing.com · Kincaid Roofing & Remodeling L.P.
Recorded name matching uses: Kincaid Roofing & Remodeling L.P..
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 9/10 | 0/10 | 10/10 | 2/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 10/10 | 2/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 9/10 | 3/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 9/10 | 0/10 | 0/10 | 0/10 |
| commercial | 1/10 | 0/10 | 0/10 | 1/10 | 0/10 | 0/10 |
forsterconstruction.com · Forster Construction
Recorded name matching uses: Forster Construction.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 10/10 | 9/10 | 0/10 | 9/10 |
| residential | 0/10 | 10/10 | 10/10 | 5/10 | 0/10 | 6/10 |
| residential | 0/10 | 10/10 | 5/10 | 7/10 | 0/10 | 0/10 |
| residential | 1/10 | 10/10 | 10/10 | 8/10 | 0/10 | 0/10 |
| commercial | 2/10 | 10/10 | 7/10 | 8/10 | 0/10 | 9/10 |
thejonesboys.com · Jones & Associates
Recorded name matching uses: Jones & Associates.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 9/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 10/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 9/10 | 0/10 | 0/10 | 10/10 |
| residential | 1/10 | 10/10 | 10/10 | 0/10 | 10/10 | 10/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
elite360roofing.com · 360 Roofing
Recorded name matching uses: 360 Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 1/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
360 Roofing
Recorded name matching uses: 360 Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 1/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
abfroofinglubbock.com · ABF Roofing & Foam
Recorded name matching uses: ABF Roofing & Foam.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 1/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 2/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 6/10 | 0/10 | 0/10 | 10/10 |
| commercial | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 2/10 |
ABF Roofing & Foam
Recorded name matching uses: ABF Roofing & Foam.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 1/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 2/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 6/10 | 0/10 | 0/10 | 10/10 |
| commercial | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 2/10 |
Andrus Brothers Roofing
Recorded name matching uses: Andrus Brothers Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 1/10 | 8/10 | 1/10 | 10/10 |
| residential | 0/10 | 10/10 | 0/10 | 7/10 | 0/10 | 6/10 |
| residential | 0/10 | 10/10 | 0/10 | 4/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 1/10 | 8/10 | 0/10 | 10/10 |
| commercial | 0/10 | 10/10 | 0/10 | 2/10 | 0/10 | 9/10 |
cantexroofing.com · CanTex Roofing & Construction
Recorded name matching uses: CanTex Roofing & Construction.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 4/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 2/10 | 0/10 | 0/10 |
carpenterroof.com · Carpenter Roofing Company, Inc.
Recorded name matching uses: Carpenter Roofing Company, Inc..
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 1/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 1/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 4/10 | 3/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 2/10 | 0/10 | 0/10 | 0/10 |
Carpenter Roofing Company, Inc.
Recorded name matching uses: Carpenter Roofing Company, Inc..
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 1/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 1/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 4/10 | 3/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 2/10 | 0/10 | 0/10 | 0/10 |
corecommercialroofing.com · Core Commercial Roofing & Coatings
Recorded name matching uses: Core Commercial Roofing & Coatings.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 10/10 | 4/10 | 0/10 | 0/10 |
edgeroofingtx.com · Edge Roofing & Coatings
Recorded name matching uses: Edge Roofing & Coatings.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 10/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 5/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 10/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 0/10 | 1/10 | 0/10 | 0/10 |
eroofs.com · eROOF
Recorded name matching uses: eROOF.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 2/10 | 0/10 | 0/10 | 10/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 10/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
excelcg.com · Excel Construction Group
Recorded name matching uses: Excel Construction Group.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
fatmattroofing.com · Fat Matt Roofing
Recorded name matching uses: Fat Matt Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
hconstructionsystems.com · H. Construction Systems, Inc.
Recorded name matching uses: H. Construction Systems, Inc..
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 |
Hartman Roofing Lubbock
Recorded name matching uses: Hartman Roofing Lubbock.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 10/10 | 3/10 | 10/10 | 2/10 |
| residential | 0/10 | 10/10 | 6/10 | 8/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 10/10 | 4/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 1/10 | 0/10 | 3/10 |
| commercial | 0/10 | 10/10 | 0/10 | 1/10 | 2/10 | 7/10 |
johnsonroofinglubbock.com · Johnson Roofing
Recorded name matching uses: Johnson Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 1/10 | 0/10 | 1/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 1/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 1/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 2/10 | 0/10 | 0/10 | 0/10 |
kambridgeblake.com · Kambridge Blake Roofing and Construction
Recorded name matching uses: Kambridge Blake Roofing and Construction.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 9/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 7/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 8/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
lbkroofing.com · LBK Roofing
Recorded name matching uses: LBK Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 1/10 | 0/10 | 0/10 | 4/10 |
| residential | 0/10 | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 9/10 | 1/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 10/10 | 1/10 | 0/10 | 0/10 |
leatherwoodpros.com · Leatherwood Roofing Pros
Recorded name matching uses: Leatherwood Roofing Pros.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 1/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
Lubbock Family Roofing
Recorded name matching uses: Lubbock Family Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 9/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
Lubbock Roofing & General Contractors
Recorded name matching uses: Lubbock Roofing & General Contractors.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
Lydick-Hooks Roofing Co
Recorded name matching uses: Lydick-Hooks Roofing Co.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
maverickroofing.com · Maverick Roofing
Recorded name matching uses: Maverick Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 10/10 | 1/10 | 0/10 | 4/10 |
| residential | 0/10 | 10/10 | 10/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 10/10 | 1/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 10/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 10/10 | 2/10 | 0/10 | 0/10 |
moellerroofing.com · Moeller Roofing
Recorded name matching uses: Moeller Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 2/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 3/10 | 0/10 | 0/10 | 0/10 |
nobleroofteam.com · Noble Roofing
Recorded name matching uses: Noble Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 1/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
plainsroofing.com · Plains Roofing Company
Recorded name matching uses: Plains Roofing Company.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 2/10 | 3/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 1/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 1/10 | 7/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 5/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 3/10 | 7/10 | 0/10 | 5/10 |
Plains Roofing Company
Recorded name matching uses: Plains Roofing Company.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 2/10 | 3/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 1/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 1/10 | 7/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 5/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 3/10 | 7/10 | 0/10 | 5/10 |
progressiveroofservice.com · Progressive Roofing
Recorded name matching uses: Progressive Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 1/10 | 0/10 | 0/10 | 0/10 |
Property Development Solutions
Recorded name matching uses: Property Development Solutions.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 |
rainroofingpros.com · Rain Roofing Pros
Recorded name matching uses: Rain Roofing Pros.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 10/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 9/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 4/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
gorooftech.com · Roof-Tech
Recorded name matching uses: Roof-Tech.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 5/10 | 2/10 | 1/10 | 2/10 |
| residential | 0/10 | 10/10 | 10/10 | 1/10 | 10/10 | 6/10 |
| residential | 0/10 | 10/10 | 10/10 | 1/10 | 10/10 | 3/10 |
| residential | 0/10 | 10/10 | 7/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 10/10 | 5/10 | 0/10 | 0/10 | 0/10 |
get-roofd.com · Roof'd
Recorded name matching uses: Roof'd.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 10/10 | 1/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 10/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 10/10 | 1/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 9/10 | 0/10 | 0/10 | 6/10 |
| commercial | 0/10 | 10/10 | 7/10 | 2/10 | 0/10 | 0/10 |
roofsinctx.com · Roofs Inc.
Recorded name matching uses: Roofs Inc.; Roofs.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 2/10 | 5/10 | 9/10 | 0/10 |
| residential | 0/10 | 0/10 | 7/10 | 3/10 | 0/10 | 10/10 |
| residential | 0/10 | 0/10 | 4/10 | 5/10 | 0/10 | 1/10 |
| residential | 0/10 | 0/10 | 7/10 | 4/10 | 0/10 | 8/10 |
| commercial | 0/10 | 10/10 | 10/10 | 6/10 | 7/10 | 10/10 |
ryanroofinglubbock.com · Ryan Roofing
Recorded name matching uses: Ryan Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 8/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
schraderroofinglubbock.com · Schrader Roofing Company of Lubbock
Recorded name matching uses: Schrader Roofing Company of Lubbock.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 10/10 | 1/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 10/10 | 1/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 4/10 | 1/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 10/10 | 1/10 | 0/10 | 5/10 |
| commercial | 0/10 | 10/10 | 10/10 | 3/10 | 0/10 | 0/10 |
stormguardrc.com · Storm Guard Roofing of Lubbock
Recorded name matching uses: Storm Guard Roofing of Lubbock.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 2/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
Sun's Up Roofing & Remodeling
Recorded name matching uses: Sun's Up Roofing & Remodeling.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 1/10 | 1/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
Tecta America
Recorded name matching uses: Tecta America.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 10/10 | 1/10 | 10/10 | 10/10 |
Ultra Exteriors, Inc.
Recorded name matching uses: Ultra Exteriors, Inc..
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 0/10 | 1/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
westtexascommercialroofing.com · West Texas Commercial Roofing
Recorded name matching uses: West Texas Commercial Roofing.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 10/10 | 0/10 | 10/10 | 3/10 |
| residential | 0/10 | 10/10 | 9/10 | 0/10 | 0/10 | 6/10 |
| residential | 0/10 | 10/10 | 3/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 9/10 | 0/10 | 10/10 | 10/10 |
| commercial | 0/10 | 10/10 | 10/10 | 3/10 | 10/10 | 10/10 |
westtexasexteriors.com · West Texas Exteriors Inc-
Recorded name matching uses: West Texas Exteriors Inc-.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 9/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
West Texas Exteriors Inc-
Recorded name matching uses: West Texas Exteriors Inc-.
| Question | Google Organic | Google Maps | ChatGPT Search | Gemini | Claude | Perplexity |
|---|---|---|---|---|---|---|
| residential | 0/10 | 10/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
| residential | 0/10 | 10/10 | 9/10 | 0/10 | 0/10 | 0/10 |
| commercial | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 | 0/10 |
The questions we asked
residential
Google: roof replacement contractors in Lubbock Texas
AI: Which roof replacement contractors should I consider in Lubbock, Texas?
Exact wording on all six configurations
ChatGPT Search: Which roof replacement contractors should I consider in Lubbock, Texas?
Claude: Which roof replacement contractors should I consider in Lubbock, Texas? Use web search for this controlled observation.
Gemini: Which roof replacement contractors should I consider in Lubbock, Texas?
Google Maps: roof replacement contractors in Lubbock Texas
Google Organic: roof replacement contractors in Lubbock Texas
Perplexity: Which roof replacement contractors should I consider in Lubbock, Texas?
residential
Google: roof leak repair companies in Lubbock Texas
AI: Which roof leak repair companies should I consider in Lubbock, Texas?
Exact wording on all six configurations
ChatGPT Search: Which roof leak repair companies should I consider in Lubbock, Texas?
Claude: Which roof leak repair companies should I consider in Lubbock, Texas? Use web search for this controlled observation.
Gemini: Which roof leak repair companies should I consider in Lubbock, Texas?
Google Maps: roof leak repair companies in Lubbock Texas
Google Organic: roof leak repair companies in Lubbock Texas
Perplexity: Which roof leak repair companies should I consider in Lubbock, Texas?
residential
Google: hail damage roof repair companies in Lubbock Texas
AI: Which hail damage roof repair companies should I consider in Lubbock, Texas?
Exact wording on all six configurations
ChatGPT Search: Which hail damage roof repair companies should I consider in Lubbock, Texas?
Claude: Which hail damage roof repair companies should I consider in Lubbock, Texas? Use web search for this controlled observation.
Gemini: Which hail damage roof repair companies should I consider in Lubbock, Texas?
Google Maps: hail damage roof repair companies in Lubbock Texas
Google Organic: hail damage roof repair companies in Lubbock Texas
Perplexity: Which hail damage roof repair companies should I consider in Lubbock, Texas?
residential
Google: metal roofing contractors in Lubbock Texas
AI: Which metal roofing contractors should I consider in Lubbock, Texas?
Exact wording on all six configurations
ChatGPT Search: Which metal roofing contractors should I consider in Lubbock, Texas?
Claude: Which metal roofing contractors should I consider in Lubbock, Texas? Use web search for this controlled observation.
Gemini: Which metal roofing contractors should I consider in Lubbock, Texas?
Google Maps: metal roofing contractors in Lubbock Texas
Google Organic: metal roofing contractors in Lubbock Texas
Perplexity: Which metal roofing contractors should I consider in Lubbock, Texas?
commercial
Google: commercial roofing contractors in Lubbock Texas
AI: Which commercial roofing contractors should I consider in Lubbock, Texas?
Exact wording on all six configurations
ChatGPT Search: Which commercial roofing contractors should I consider in Lubbock, Texas?
Claude: Which commercial roofing contractors should I consider in Lubbock, Texas? Use web search for this controlled observation.
Gemini: Which commercial roofing contractors should I consider in Lubbock, Texas?
Google Maps: commercial roofing contractors in Lubbock Texas
Google Organic: commercial roofing contractors in Lubbock Texas
Perplexity: Which commercial roofing contractors should I consider in Lubbock, Texas?
Sources visible in this question set
The same four illustrative domains appear across these vertical pages. They were selected editorially, not preregistered, and are not a complete source ranking. Google counts top-ten domain appearances; AI counts observed answer links. The denominator is 50 responses per column.
| Domain | Google top ten | ChatGPT answer links | Claude answer links |
|---|---|---|---|
| yelp.com | 50/50 | 0/50 | 1/50 |
| facebook.com | 32/50 | 0/50 | 0/50 |
| bbb.org | 40/50 | 29/50 | 1/50 |
| expertise.com | 9/50 | 26/50 | 3/50 |
An answer link is not a recommendation, evidence that a source caused an answer, or the platform's complete retrieval history. This table can be reproduced by filtering study.json to verticalId roofing.
Reading this page in context
The table preserves names and domain groups observed during collection. It compares visibility in these sampled results, not business quality, a verified branch inventory or a combined ranking across platforms. Open a name to see its counts for each question.