How AI answer engines name Scaled Agile
Data through October 23, 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 23, 2026, Scaled Agile was named in 26 (2.1%).
By engine
Answers each engine gave to buyer questions about Education & Training, and how many of them named Scaled Agile.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 5 | 288 | 1.7% |
| Claude | 2 | 318 | 0.6% |
| Gemini | 16 | 318 | 5.0% |
| Perplexity | 3 | 318 | 0.9% |
| 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 | 0 | 210 | 0.0% |
| Ranked list | 26 | 205 | 12.7% |
| Head-to-head | 0 | 205 | 0.0% |
| Is it worth it | 0 | 205 | 0.0% |
| How to choose | 0 | 233 | 0.0% |
| Problem first | 0 | 203 | 0.0% |
Week by week
Scaled Agile was named in at least one answer in 8 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 Scaled Agile. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 3 | 178 | 1.7% | |
| 3 | 177 | 1.7% | |
| 4 | 168 | 2.4% | |
| 4 | 168 | 2.4% | |
| 2 | 52 | 3.8% | |
| 2 | 166 | 1.2% | |
| 4 | 184 | 2.2% | |
| 4 | 168 | 2.4% |
Named first
When an answer named Scaled Agile alongside another brand in this record, it was named first in 5 of 8 (62.5%).
Named alongside
- Meta: named together in 5 answers
- Capital One: named together in 4 answers
- Cisco: named together in 4 answers
- Salesforce: named together in 4 answers
- Stripe: named together in 3 answers
- Microsoft Azure: named together in 2 answers
- Adobe: named together in 1 answers
Sources the engines cited when they named Scaled Agile
Domains cited in answers that named Scaled Agile, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| tealhq.com | 8 |
| tpmnexus.pro | 6 |
| reddit.com | 4 |
| 4pmti.com | 3 |
| artech.com | 3 |
| certselect.com | 3 |
| agiledigest.com | 2 |
| apmic.org | 2 |
| atlassian.com | 2 |
| course.careers | 2 |
Scaled Agile's own site (scaledagile.com) was cited in 1 of 28 (3.6%).
Across every answer run in the Machine Relations Index, not only the answers that named Scaled Agile, scaledagile.com was cited in 8 of 30,032 (0.03%), by 4 of the 6 engines it observes. The Index is still collecting evidence on scaledagile.com before it grades or ranks it.
Across every Education & Training buyer question, not only the answers that named Scaled Agile, the Machine Relations Index ranks which sources AI engines cite for Education & Training questions.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| Education & Training | 26 | 1,261 | 2.1% |
| Enterprise Software | 2 | 1,751 | 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 Scaled Agile?
ChatGPT named Scaled Agile in 5 of 288 answers (1.7%) to buyer questions about Education & Training between May 10, 2026 and October 23, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Scaled Agile.
Which sources do AI engines cite when they mention Scaled Agile?
The domains cited most often in answers that named Scaled Agile were tealhq.com (8 answers), tpmnexus.pro (6 answers) and reddit.com (4 answers).
Which AI engine names Scaled Agile most often?
Gemini, at 5.0%: it named Scaled Agile in 16 of 318 answers to buyer questions about Education & Training.