How AI answer engines name Roadie
Data through November 1, 2026
Across 829 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Logistics & Freight between May 10, 2026 and November 1, 2026, Roadie was named in 10 (1.2%).
Last 28 days: named in 8 of 581 answers in its home categories (1.4%), up 0.4 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about Logistics & Freight, and how many of them named Roadie.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 0 | 198 | 0.0% |
| Claude | 0 | 191 | 0.0% |
| Gemini | 10 | 190 | 5.3% |
| Perplexity | 0 | 198 | 0.0% |
| Google AI Mode | 0 | 29 | 0.0% |
| Google AI Overviews | 0 | 23 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 148 | 0.0% |
| Ranked list | 0 | 133 | 0.0% |
| Head-to-head | 0 | 134 | 0.0% |
| Is it worth it | 7 | 133 | 5.3% |
| How to choose | 3 | 155 | 1.9% |
| Problem first | 0 | 126 | 0.0% |
Week by week
Roadie was named in at least one answer in 5 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 Roadie. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 1 | 140 | 0.7% | |
| 1 | 121 | 0.8% | |
| 3 | 144 | 2.1% | |
| 3 | 228 | 1.3% | |
| 2 | 168 | 1.2% | |
| 0 | 28 | 0.0% |
Named first
When an answer named Roadie alongside another brand in this record, it was named first in 1 of 5 (20.0%).
Named alongside
- Pragmatic: named together in 2 answers
Sources the engines cited when they named Roadie
Domains cited in answers that named Roadie, by the number of those answers that cited them.
| Domain | Answers |
|---|
Roadie's own site (roadie.io) was cited in 0 of 10 (0.0%).
Across every answer run in the Machine Relations Index, not only the answers that named Roadie, roadie.io was cited in 7 of 34,788 (0.02%), by 3 of the 6 engines it observes. The Index is still collecting evidence on roadie.io before it grades or ranks it.
Across every Logistics & Freight buyer question, not only the answers that named Roadie, the Machine Relations Index ranks which sources AI engines cite for Logistics & Freight 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 Roadie?
ChatGPT did not name Roadie in any of its 198 answers to buyer questions about Logistics & Freight between May 10, 2026 and November 1, 2026.
Which AI engine names Roadie most often?
Gemini, at 5.3%: it named Roadie in 10 of 190 answers to buyer questions about Logistics & Freight.