How AI answer engines name Carnegie Learning

Data through November 4, 2026

Across 1,395 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Education & Training between May 10, 2026 and November 4, 2026, Carnegie Learning was named in 12 (0.9%).

Last 28 days: named in 5 of 462 answers in its home categories (1.1%), down 0.1 points from the 28 days before.

By engine

Answers each engine gave to buyer questions about Education & Training, and how many of them named Carnegie Learning.

EngineNamedAnswersRate
ChatGPT13300.3%
Claude33600.8%
Gemini63181.9%
Perplexity23600.6%
Google AI Mode0180.0%
Google AI Overviews090.0%

By question type

The same answers, split by the shape of the buyer question.

Question typeNamedAnswersRate
Best-of02320.0%
Ranked list122285.3%
Head-to-head02270.0%
Is it worth it02270.0%
How to choose02560.0%
Problem first02250.0%

Week by week

Carnegie Learning was named in at least one answer in 7 of the 9 weeks on record; the latest was the week of October 26, 2026.

Each week's answers to buyer questions about Education & Training, Monday to Sunday, newest first, and how many of them named Carnegie Learning. The questions asked can differ from one week to the next.

Week ofNamedAnswersRate
21341.5%
11780.6%
21771.1%
31681.8%
11680.6%
0520.0%
21661.2%
11840.5%
01680.0%

Named first

When an answer named Carnegie Learning alongside another brand in this record, it was named first in 9 of 10 (90.0%).

Named alongside

Sources the engines cited when they named Carnegie Learning

Domains cited in answers that named Carnegie Learning, by the number of those answers that cited them.

DomainAnswers
principalcenter.com3
aceacademy.com2
mindstamp.com2
schoolai.com2
wifitalents.com2
adaptedmind.com1
admath.io1
arxiv.org1
asoboeducation.com1
constructor.tech1

Carnegie Learning's own site (carnegielearning.com) was cited in 2 of 12 (16.7%).

Across every answer run in the Machine Relations Index, not only the answers that named Carnegie Learning, carnegielearning.com was cited in 2 of 35,834 (0.01%), by 2 of the 6 engines it observes. The Index is still collecting evidence on carnegielearning.com before it grades or ranks it.

Across every Education & Training buyer question, not only the answers that named Carnegie Learning, 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 Carnegie Learning?

ChatGPT named Carnegie Learning in 1 of 330 answers (0.3%) to buyer questions about Education & Training between May 10, 2026 and November 4, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Carnegie Learning.

Which sources do AI engines cite when they mention Carnegie Learning?

The domains cited most often in answers that named Carnegie Learning were principalcenter.com (3 answers), aceacademy.com (2 answers) and mindstamp.com (2 answers).

Which AI engine names Carnegie Learning most often?

Gemini, at 1.9%: it named Carnegie Learning in 6 of 318 answers to buyer questions about Education & Training.