How AI answer engines name Premier Roofing
Data through October 24, 2026
Across 821 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Local Services between May 10, 2026 and October 24, 2026, Premier Roofing was named in 11 (1.3%).
Last 28 days: named in 9 of 624 answers in its home categories (1.4%), up 0.3 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about Local Services, and how many of them named Premier Roofing.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 4 | 207 | 1.9% |
| Claude | 5 | 200 | 2.5% |
| Gemini | 1 | 186 | 0.5% |
| Perplexity | 1 | 207 | 0.5% |
| Google AI Mode | 0 | 16 | 0.0% |
| Google AI Overviews | 0 | 5 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 11 | 149 | 7.4% |
| Ranked list | 0 | 125 | 0.0% |
| Head-to-head | 0 | 143 | 0.0% |
| Is it worth it | 0 | 128 | 0.0% |
| How to choose | 0 | 148 | 0.0% |
| Problem first | 0 | 128 | 0.0% |
Week by week
Premier Roofing was named in at least one answer in 5 of the 5 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about Local Services, Monday to Sunday, newest first, and how many of them named Premier Roofing. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 2 | 88 | 2.3% | |
| 1 | 152 | 0.7% | |
| 4 | 201 | 2.0% | |
| 2 | 200 | 1.0% | |
| 2 | 180 | 1.1% |
Named alongside
- Bureau: named together in 1 answers
Sources the engines cited when they named Premier Roofing
Domains cited in answers that named Premier Roofing, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| foothillsfirst.com | 3 |
| homeadvisor.com | 3 |
| solvistaroofing.com | 3 |
| vercel.app | 3 |
| yahoo.com | 3 |
| 730southexteriors.com | 2 |
| angi.com | 2 |
| cedur.com | 2 |
| elite-roofs.com | 2 |
| hornbrothersroofing.com | 2 |
Premier Roofing's own site (premier-roofing.com) was cited in 7 of 11 (63.6%).
Across every answer run in the Machine Relations Index, not only the answers that named Premier Roofing, premier-roofing.com was cited in 21 of 30,766 (0.07%), by 4 of the 6 engines it observes. The Index is still collecting evidence on premier-roofing.com before it grades or ranks it.
Across every Local Services buyer question, not only the answers that named Premier Roofing, the Machine Relations Index ranks which sources AI engines cite for Local Services questions.
How this is measured
Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.
A brand appears only once it has been named in at least 10 answers on 7 separate days.
A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.
Categories are the Index's buyer-question categories.
Source: Machine Relations Index.
FAQ
Does ChatGPT recommend Premier Roofing?
ChatGPT named Premier Roofing in 4 of 207 answers (1.9%) to buyer questions about Local Services between May 10, 2026 and October 24, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Premier Roofing.
Which sources do AI engines cite when they mention Premier Roofing?
The domains cited most often in answers that named Premier Roofing were foothillsfirst.com (3 answers), homeadvisor.com (3 answers) and solvistaroofing.com (3 answers).
Which AI engine names Premier Roofing most often?
Claude, at 2.5%: it named Premier Roofing in 5 of 200 answers to buyer questions about Local Services.