Data as of Aug 25, 2026 · Based on 639 AI responses · See how Parse measures this
AI Socratic Tutoring Platforms
Parse
https://parse.gl
Khanmigo has cemented its position as the top AI recommended for learning, especially for teacher-led and curriculum-aligned use. However, the landscape has rapidly diversified, with general chatbots like and specialized math solvers like becoming frequent, high-ranking alternatives for specific user needs.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Consistently recommended for | 63% | |
| 2 | 46% | ||
| 3 | 40% | ||
| 4 | 20% | ||
| 5 | 19% | ||
| 6 | Positioned as a powerful computational engine for advanced STEM and high-level math. | 18% | |
| 7 | A leading math solver, praised for its photo input and step-by-step solutions. | 17% | |
| 8 | 16% | ||
| 9 | 13% | ||
| 10 | 9% | ||
| 11 | 7% | ||
| 12 | Google's app, often cited for homework help with visual, step-by-step explanations. | 7% | |
| 13 | 5% | ||
| 14 | 5% | ||
| 15 | Frequently mentioned for detailed, step-by-step solutions in algebra, calculus, and more. | 5% | |
| 16 | 5% | ||
| 17 | 4% | ||
| 18 | 4% | ||
| 19 | 3% | ||
| 20 | 3% | ||
| 21 | 3% | ||
| 22 | 3% | ||
| 23 | 3% | ||
| 24 | 3% | ||
| 25 | Cited for its teacher dashboards and real-time insights into student progress. | 3% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
fritz.ai is the page AI reaches for most here, cited in 37% of analyzed answers.
“A top choice for Socratic-style STEM help.” → “An app for visual explanations, sometimes contrasted with more rigorous Socratic tutors.”
Emerged as a dominant brand for math problem solving after December 2025, rising to #3 overall.
Rose from 0% mention rate in Oct 2025 to become the #2 most-cited brand by March 2026.
After being a top recommendation in October 2025, its visibility was quickly surpassed by Khanmigo.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 67% | 64% | ||
| 47% | 29% | ||
| 19% | 31% | ||
| 37% | 19% | ||
| 35% | 14% |
Khanmigo has cemented its position as the top AI recommended for Socratic learning, especially for teacher-led and curriculum-aligned use. However, the landscape has rapidly diversified, with general chatbots like ChatGPT and specialized math solvers like Photomath becoming frequent, high-ranking alternatives for specific user needs.
Across 639 AI responses, Khanmigo is mentioned most, named in 63% of them, followed by OpenAI (46%) and Google Lens (40%).
Parse measures each brand's mention rate — the share of answers naming it — across 639 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.
Which Socratic assistant is most helpful for STEM problem solving?
Khanmigo and
Socratic by Google have been the mainstays in responses for STEM assistance. Over time, recommendations have become more nuanced, often segmenting by need:
Photomath for step-by-step math,
Wolfram|Alpha for advanced computation, and
Khanmigo for
Guided learning.
The market map
Recommended by need