--- title: "How AI answer engines name Magoosh" description: "Answers each engine gave to buyer questions about Education & Training, and how many of them named Magoosh." canonical: "https://paralabs.ai/brands/magoosh" last-updated: "2026-11-09" --- # How AI answer engines name Magoosh > Across 1,575 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Education & Training between May 10, 2026 and November 8, 2026, Magoosh was named in 42 (2.7%). - URL: https://paralabs.ai/brands/magoosh - Data through: November 8, 2026 - Domain profile: [magoosh.com](https://machinerelations.ai/index/domains/magoosh.com) ## By engine Answers each engine gave to buyer questions about Education & Training, and how many of them named Magoosh. | Engine | Named | Answers | Rate | | --- | ---: | ---: | ---: | | ChatGPT | 9 | 372 | 2.4% | | Claude | 7 | 402 | 1.7% | | Gemini | 12 | 360 | 3.3% | | Perplexity | 14 | 402 | 3.5% | | Google AI Mode | 0 | 24 | 0.0% | | Google AI Overviews | 0 | 15 | 0.0% | ## By question type The same answers, split by the shape of the buyer question. | Question type | Named | Answers | Rate | | --- | ---: | ---: | ---: | | Best-of | 42 | 262 | 16.0% | | Ranked list | 0 | 258 | 0.0% | | Head-to-head | 0 | 257 | 0.0% | | Is it worth it | 0 | 257 | 0.0% | | How to choose | 0 | 286 | 0.0% | | Problem first | 0 | 255 | 0.0% | ## 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. | Week of | Named | Answers | Rate | | --- | ---: | ---: | ---: | | November 2, 2026 | 6 | 180 | 3.3% | | October 26, 2026 | 5 | 134 | 3.7% | | October 19, 2026 | 7 | 178 | 3.9% | | October 12, 2026 | 3 | 177 | 1.7% | | October 5, 2026 | 6 | 168 | 3.6% | | September 28, 2026 | 3 | 168 | 1.8% | | August 24, 2026 | 0 | 52 | 0.0% | | August 17, 2026 | 3 | 166 | 1.8% | | August 10, 2026 | 5 | 184 | 2.7% | | July 6, 2026 | 4 | 168 | 2.4% | ## 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](https://paralabs.ai/brands/prepscholar): named together in 35 answers - [College Board](https://paralabs.ai/brands/college-board): named together in 21 answers - [Prep Expert](https://paralabs.ai/brands/prep-expert): named together in 19 answers - [The Princeton Review](https://paralabs.ai/brands/the-princeton-review): named together in 14 answers - [ConnectPrep](https://paralabs.ai/brands/connectprep): named together in 9 answers - [Elite](https://paralabs.ai/brands/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. | Domain | Answers | | --- | ---: | | [prepscholar.com](https://machinerelations.ai/index/domains/prepscholar.com) | 31 | | [educationdata.org](https://machinerelations.ai/index/domains/educationdata.org) | 17 | | [topconsumerreviews.com](https://machinerelations.ai/index/domains/topconsumerreviews.com) | 14 | | [reddit.com](https://machinerelations.ai/index/domains/reddit.com) | 13 | | [collegeboard.org](https://machinerelations.ai/index/domains/collegeboard.org) | 11 | | [prepmaven.com](https://machinerelations.ai/index/domains/prepmaven.com) | 11 | | [prepexpert.com](https://machinerelations.ai/index/domains/prepexpert.com) | 10 | | [testprepinsight.com](https://machinerelations.ai/index/domains/testprepinsight.com) | 10 | | [collegehelpguide.com](https://machinerelations.ai/index/domains/collegehelpguide.com) | 9 | | [connectprep.com](https://machinerelations.ai/index/domains/connectprep.com) | 9 | Magoosh's own site ([magoosh.com](https://machinerelations.ai/index/domains/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](https://machinerelations.ai/index/categories/education-training). ## 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](https://machinerelations.ai/machine-relations-index). ## FAQ ### Does ChatGPT recommend Magoosh? ChatGPT named Magoosh in 9 of 372 answers (2.4%) to buyer questions about Education & Training between May 10, 2026 and November 8, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Magoosh. ### Which sources do AI engines cite when they mention Magoosh? Excluding Magoosh's own sites, the domains cited most often in answers that named Magoosh were prepscholar.com (31 answers), educationdata.org (17 answers) and topconsumerreviews.com (14 answers). Magoosh's own site (magoosh.com) was cited in 2 of 42 (4.8%). ### Which AI engine names Magoosh most often? Perplexity, at 3.5%: it named Magoosh in 14 of 402 answers to buyer questions about Education & Training. ## Machine-readable related links - Primary concept: [AI brand visibility](https://paralabs.ai/brands) - Related brand: [How AI answer engines name PrepScholar](https://paralabs.ai/brands/prepscholar) - Related brand: [How AI answer engines name College Board](https://paralabs.ai/brands/college-board) - Related brand: [How AI answer engines name Prep Expert](https://paralabs.ai/brands/prep-expert) - Source data: [Machine Relations Index](https://machinerelations.ai/machine-relations-index) - Research index: [Para Labs brand index](https://paralabs.ai/brands) - Machine manifest: [Para Labs machine manifest](https://paralabs.ai/machine-manifest.json)