How AI answer engines name Schneider
Data through October 28, 2026
Across 777 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Logistics & Freight between May 10, 2026 and October 28, 2026, Schneider was named in 22 (2.8%).
By engine
Answers each engine gave to buyer questions about Logistics & Freight, and how many of them named Schneider.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 1 | 184 | 0.5% |
| Claude | 2 | 177 | 1.1% |
| Gemini | 18 | 183 | 9.8% |
| Perplexity | 1 | 184 | 0.5% |
| Google AI Mode | 0 | 27 | 0.0% |
| Google AI Overviews | 0 | 22 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 5 | 125 | 4.0% |
| Ranked list | 3 | 133 | 2.3% |
| Head-to-head | 12 | 134 | 9.0% |
| Is it worth it | 0 | 133 | 0.0% |
| How to choose | 2 | 126 | 1.6% |
| Problem first | 0 | 126 | 0.0% |
Week by week
Schneider was named in at least one answer in 6 of the 6 weeks on record; the latest was the week of October 26, 2026.
Each week's answers to buyer questions about Logistics & Freight, Monday to Sunday, newest first, and how many of them named Schneider. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 1 | 88 | 1.1% | |
| 3 | 121 | 2.5% | |
| 5 | 144 | 3.5% | |
| 7 | 228 | 3.1% | |
| 3 | 168 | 1.8% | |
| 3 | 28 | 10.7% |
Named first
When an answer named Schneider alongside another brand in this record, it was named first in 2 of 15 (13.3%).
Named alongside
- C.H. Robinson: named together in 9 answers
- Cisco: named together in 1 answers
- Claude: named together in 1 answers
- Cohere: named together in 1 answers
- Databricks: named together in 1 answers
- Harvey: named together in 1 answers
- Kubernetes: named together in 1 answers
- Red Hat: named together in 1 answers
Sources the engines cited when they named Schneider
Domains cited in answers that named Schneider, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| badgerlogistics.com | 4 |
| wearewarp.com | 3 |
| 3plogistics.com | 2 |
| atsinc.com | 2 |
| freightcaviar.com | 2 |
| loadsmart.com | 2 |
| whyloyalty.com | 2 |
| a16z.com | 1 |
| ace-savannah.com | 1 |
| acefreightexperts.com | 1 |
Schneider's own site (schneider.com) was cited in 0 of 27 (0.0%).
Across every answer run in the Machine Relations Index, not only the answers that named Schneider, schneider.com was cited in 5 of 32,741 (0.02%), by 1 of the 6 engines it observes. The Index is still collecting evidence on schneider.com before it grades or ranks it.
Across every Logistics & Freight buyer question, not only the answers that named Schneider, the Machine Relations Index ranks which sources AI engines cite for Logistics & Freight questions.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| Logistics & Freight | 22 | 777 | 2.8% |
| Enterprise AI | 2 | 501 | 0.4% |
| Industrial (review-sparse) | 2 | 814 | 0.2% |
| Local Services | 1 | 866 | 0.1% |
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 Schneider?
ChatGPT named Schneider in 1 of 184 answers (0.5%) to buyer questions about Logistics & Freight between May 10, 2026 and October 28, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Schneider.
Which sources do AI engines cite when they mention Schneider?
The domains cited most often in answers that named Schneider were badgerlogistics.com (4 answers), wearewarp.com (3 answers) and 3plogistics.com (2 answers).
Which AI engine names Schneider most often?
Gemini, at 9.8%: it named Schneider in 18 of 183 answers to buyer questions about Logistics & Freight.