How AI answer engines name Traliant
Data through October 26, 2026
Across 1,261 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Education & Training between May 10, 2026 and October 26, 2026, Traliant was named in 15 (1.2%).
By engine
Answers each engine gave to buyer questions about Education & Training, and how many of them named Traliant.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 3 | 288 | 1.0% |
| Claude | 0 | 318 | 0.0% |
| Gemini | 12 | 318 | 3.8% |
| Perplexity | 0 | 318 | 0.0% |
| Google AI Mode | 0 | 12 | 0.0% |
| Google AI Overviews | 0 | 7 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 2 | 210 | 1.0% |
| Ranked list | 0 | 205 | 0.0% |
| Head-to-head | 0 | 205 | 0.0% |
| Is it worth it | 10 | 205 | 4.9% |
| How to choose | 3 | 233 | 1.3% |
| Problem first | 0 | 203 | 0.0% |
Week by week
Traliant was named in at least one answer in 6 of the 8 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about Education & Training, Monday to Sunday, newest first, and how many of them named Traliant. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 1 | 178 | 0.6% | |
| 1 | 177 | 0.6% | |
| 2 | 168 | 1.2% | |
| 3 | 168 | 1.8% | |
| 0 | 52 | 0.0% | |
| 4 | 166 | 2.4% | |
| 4 | 184 | 2.2% | |
| 0 | 168 | 0.0% |
Named first
When an answer named Traliant alongside another brand in this record, it was named first in 7 of 13 (53.8%).
Named alongside
Sources the engines cited when they named Traliant
Domains cited in answers that named Traliant, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| accordlms.com | 3 |
| arythmatic.cloud | 3 |
| emtrain.com | 3 |
| touchclass.com | 3 |
| courseagent.ai | 2 |
| lrn.com | 2 |
| zendesk.com | 2 |
| lmsintegrations.com | 1 |
Traliant's own site (traliant.com) was cited in 3 of 15 (20.0%).
Across every answer run in the Machine Relations Index, not only the answers that named Traliant, traliant.com was cited in 5 of 31,629 (0.02%), by 3 of the 6 engines it observes. The Index is still collecting evidence on traliant.com before it grades or ranks it.
Across every Education & Training buyer question, not only the answers that named Traliant, the Machine Relations Index ranks which sources AI engines cite for Education & Training 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 Traliant?
ChatGPT named Traliant in 3 of 288 answers (1.0%) to buyer questions about Education & Training between May 10, 2026 and October 26, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Traliant.
Which sources do AI engines cite when they mention Traliant?
The domains cited most often in answers that named Traliant were accordlms.com (3 answers), arythmatic.cloud (3 answers) and emtrain.com (3 answers).
Which AI engine names Traliant most often?
Gemini, at 3.8%: it named Traliant in 12 of 318 answers to buyer questions about Education & Training.