How AI answer engines name Magoosh

By engine

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

By question type

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

Week by week

Magoosh was named in at least one answer in 9 of the 10 weeks on record; the latest was the week of November 2, 2026.

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

Named first

When an answer named Magoosh alongside another brand in this record, it was named first in 1 of 41 (2.4%).

Named alongside

• PrepScholar: named together in 35 answers
• College Board: named together in 21 answers
• Prep Expert: named together in 19 answers
• The Princeton Review: named together in 14 answers
• ConnectPrep: named together in 9 answers
• Elite: named together in 1 answer

Other sources the engines cited when they named Magoosh

Domains other than Magoosh's own sites, ranked by the number of answers that named Magoosh and cited each domain. Own-site citations are shown separately below.

Magoosh's own site (magoosh.com) was cited in 2 of 42 (4.8%).

Across every answer run in the Machine Relations Index, not only the answers that named Magoosh, magoosh.com was cited in 2 of 37,536 (0.01%), by 2 of the 6 engines it observes. The Index is still collecting evidence on magoosh.com before it grades or ranks it.

Across every Education & Training buyer question, not only the answers that named Magoosh, 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.

Window-to-window brand movement is unmeasured. The stored counts do not establish unchanged prompts, collection instruments and sampling weights across periods. Historical counts and weekly rows are descriptive, not a matched trend.

Source: Machine Relations Index.

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