How AI answer engines name Sallie Mae

Data through October 21, 2026

Across 1,376 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Consumer Finance between May 10, 2026 and October 21, 2026, Sallie Mae was named in 18 (1.3%).

By engine

Answers each engine gave to buyer questions about Consumer Finance, and how many of them named Sallie Mae.

EngineNamedAnswersRate
ChatGPT53491.4%
Claude73492.0%
Gemini13130.3%
Perplexity53491.4%
Google AI Mode0120.0%
Google AI Overviews040.0%

By question type

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

Question typeNamedAnswersRate
Best-of182347.7%
Ranked list02280.0%
Head-to-head02310.0%
Is it worth it02280.0%
How to choose02270.0%
Problem first02280.0%

Week by week

Sallie Mae was named in at least one answer in 8 of the 9 weeks on record; the latest was the week of October 19, 2026.

Each week's answers to buyer questions about Consumer Finance, Monday to Sunday, newest first, and how many of them named Sallie Mae. The questions asked can differ from one week to the next.

Week ofNamedAnswersRate
21421.4%
11740.6%
51683.0%
21681.2%
040.0%
11920.5%
21921.0%
21681.2%
31681.8%

Named first

When an answer named Sallie Mae alongside another brand in this record, it was named first in 2 of 18 (11.1%).

Named alongside

Sources the engines cited when they named Sallie Mae

Domains cited in answers that named Sallie Mae, by the number of those answers that cited them.

Sallie Mae's own site (salliemae.com) was cited in 13 of 18 (72.2%).

Across every answer run in the Machine Relations Index, not only the answers that named Sallie Mae, salliemae.com was cited in 17 of 29,566 (0.06%), by 4 of the 6 engines it observes. The Index is still collecting evidence on salliemae.com before it grades or ranks it.

Across every Consumer Finance buyer question, not only the answers that named Sallie Mae, the Machine Relations Index ranks which sources AI engines cite for Consumer Finance 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 Sallie Mae?

ChatGPT named Sallie Mae in 5 of 349 answers (1.4%) to buyer questions about Consumer Finance between May 10, 2026 and October 21, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Sallie Mae.

Which sources do AI engines cite when they mention Sallie Mae?

The domains cited most often in answers that named Sallie Mae were cnbc.com (10 answers), everbank.com (9 answers) and forbes.com (9 answers).

Which AI engine names Sallie Mae most often?

Claude, at 2.0%: it named Sallie Mae in 7 of 349 answers to buyer questions about Consumer Finance.