Data as of Aug 25, 2026 · Based on 942 AI responses · See how Parse measures this
Khanmigo has become the top AI Tutor recommendation, solidifying its position by dominating responses for mastery-based learning with teacher controls. Meanwhile, for direct homework help, AI assistants frame the market as an intense race between several specialized math solver apps.
AI Tutoring and Study Platforms
Parse
https://parse.gl
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | The top recommendation for its ability to scan and solve math problems. | 29% | |
| 2 | A strong solver noted for its detailed step-by-step explanations. | 27% | |
| 3 | 26% | ||
| 4 | Frequently mentioned for solving advanced math, though steps require a subscription. | 24% | |
| 5 | 16% | ||
| 6 | 14% | ||
| 7 | A leading choice for student-made flashcards and self- | 14% | |
| 8 | Gained ground between December and March for its classroom engagement features. | 14% | |
| 9 | 13% | ||
| 10 | 10% | ||
| 11 | 9% | ||
| 12 | Fell from #3 to #11 as its mastery-learning mentions were eclipsed. | 9% | |
| 13 | 8% | ||
| 14 | 8% | ||
| 15 | 8% | ||
| 16 | 8% | ||
| 17 | 8% | ||
| 18 | 8% | ||
| 19 | 8% | ||
| 20 | 7% | ||
| 21 | 7% | ||
| 22 | Dropped from #2 to #12 but still cited for mastery-based math learning. | 7% | |
| 23 | 7% | ||
| 24 | 6% | ||
| 25 | 5% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
youtube.com is the page AI reaches for most here, cited in 30% of analyzed answers.
Emerged as a new entrant in November and quickly became the leader for solving math problems.
“A general self-study tool mentioned alongside many others.” → “A dominant top choice for student-generated study materials, especially for exam prep.”
Fell from the top-cited brand for mastery learning in October to being overshadowed by Khanmigo.
Swept the category between November and March, with mentions jumping from 37% to over 90%.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 31% | 30% | ||
| 29% | 20% | ||
| 19% | 29% | ||
| 28% | 9% | ||
| 10% | 26% |
The two models disagree most about pyBKT (ChatGPT #22, Google #6) and Wolfram|Alpha (ChatGPT #3, Google #16).
Khanmigo has become the top AI Tutor recommendation, solidifying its position by dominating responses for mastery-based learning with teacher controls. Meanwhile, for direct homework help, AI assistants frame the market as an intense race between several specialized math solver apps.
Across 942 AI responses, Photomath is mentioned most, named in 29% of them, followed by Symbolab (27%) and Microsoft (26%).
Parse measures each brand's mention rate — the share of answers naming it — across 942 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
Initially, AI assistants recommended broad university-affiliated MOOCs like Coursera and
Edx. Over time, responses shifted to favor more student-centric
Study tools, with
Quizlet and
Top Hat becoming the most consistently cited platforms from December through March.
Brands mentioned
I'm looking for a platform created by top students and educators to help me ace my classes.
Initially, AI assistants recommended broad university-affiliated MOOCs like Coursera and
Edx. Over time, responses shifted to favor more student-centric
Study tools, with and becoming the most consistently cited platforms from December through March.
Responses to this technical prompt have been quite consistent, focusing on a core group of specialized EdTech companies. Wiley's
Knewton Alta platform is consistently highlighted as a pioneer in the space, alongside other adaptive learning systems like and .
Brands mentioned
I am planning to use AI for personalized education paths. Who offers Knowledge Tracing algorithms?
Responses to this technical prompt have been quite consistent, focusing on a core group of specialized EdTech companies. Wiley's
Knewton Alta platform is consistently highlighted as a pioneer in the space, alongside other adaptive learning systems like
Squirrel AI Learning and
Carnegie Learning.