How AI answer engines name Superior Industries
Data through November 1, 2026
Across 948 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Industrial (review-sparse) between May 10, 2026 and November 1, 2026, Superior Industries was named in 11 (1.2%).
Last 28 days: named in 3 of 517 answers in its home categories (0.6%), down 1.2 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about Industrial (review-sparse), and how many of them named Superior Industries.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 0 | 247 | 0.0% |
| Claude | 0 | 228 | 0.0% |
| Gemini | 10 | 193 | 5.2% |
| Perplexity | 0 | 249 | 0.0% |
| Google AI Mode | 1 | 20 | 5.0% |
| Google AI Overviews | 0 | 11 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 11 | 144 | 7.6% |
| Ranked list | 0 | 170 | 0.0% |
| Head-to-head | 0 | 172 | 0.0% |
| Is it worth it | 0 | 144 | 0.0% |
| How to choose | 0 | 142 | 0.0% |
| Problem first | 0 | 176 | 0.0% |
Week by week
Superior Industries was named in at least one answer in 5 of the 6 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about Industrial (review-sparse), Monday to Sunday, newest first, and how many of them named Superior Industries. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 134 | 0.0% | |
| 1 | 142 | 0.7% | |
| 2 | 105 | 1.9% | |
| 1 | 167 | 0.6% | |
| 4 | 208 | 1.9% | |
| 3 | 192 | 1.6% |
Named first
When an answer named Superior Industries alongside another brand in this record, it was named first in 0 of 7 (0.0%).
Named alongside
- BEUMER Group: named together in 7 answers
Sources the engines cited when they named Superior Industries
Domains cited in answers that named Superior Industries, by the number of those answers that cited them.
| Domain | Answers |
|---|
Superior Industries's own site (superior-ind.com) was cited in 0 of 11 (0.0%).
Across every answer run in the Machine Relations Index, not only the answers that named Superior Industries, superior-ind.com was cited in 4 of 34,788 (0.01%), by 2 of the 6 engines it observes. The Index is still collecting evidence on superior-ind.com before it grades or ranks it.
Across every Industrial (review-sparse) buyer question, not only the answers that named Superior Industries, the Machine Relations Index ranks which sources AI engines cite for Industrial (review-sparse) 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 Superior Industries?
ChatGPT did not name Superior Industries in any of its 247 answers to buyer questions about Industrial (review-sparse) between May 10, 2026 and November 1, 2026.
Which AI engine names Superior Industries most often?
Gemini, at 5.2%: it named Superior Industries in 10 of 193 answers to buyer questions about Industrial (review-sparse).