Instant AI feedback on student thinking.

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May 6, 2026

Snorkl

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Instant AI feedback on student thinking.

Instant Feedback Education Technology Student Thinking Pattern Learning Comprehension Student Assessment Learning Analytics

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Overview Discussion

Overview

Snorkl is an AI tool intended to enhance education and learning in the classroom. It operates by having students record and visually depict their reasoning process, which is then assessed by an AI system.

This allows for instant feedback, aiming to facilitate comprehension and meaningful learning. Snorkl covers a broad range of subjects, supporting the development all ages across different disciplines like Math, Science, Languages, History, and ELA.

The AI's generative feedback is designed to commend students' unique approach to problem-solving, and highlights areas where deeper thinking might be required.

Beyond individual feedback, Snorkl also provides comprehensive AI-powered analytics for teaching staff. These analytics offer insights that go beyond simple progress tracking, by capturing the thought process of every student.

This can aid teachers in understanding their students' thinking patterns, directing personalized instruction, and determining future steps in the teaching process.

Though the instant feedback provided by the tool is applicable across all learning, it's noteworthy mentioning the reports of it being particularly effectual in environments where students might be hesitant to take intellectual risks, such as mathematics.

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September 30, 2024

Initial release of Snorkl.

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Pros and Cons

Pros

Visual reasoning record

Immediate feedback

Facilitates comprehension

Supports all age groups

Covers multiple subjects

Acknowledges unique problem-solving

Promotes deep thinking

Comprehensive analytics for teachers

Tracks thinking process

Assists in personalized instruction

Helps plan teaching steps

Effective in risk-reluctant environments

A tool for various subjects: Math, Science, Languages, History, ELA

Understands students' reasoning

Boosts classroom engagement

Encourages intellectual risk-taking

Secure student sign-in

COPPA and FERPA approved

Professional learning support

Trusted in 10,000+ schools worldwide

Standards-aligned activities

Supports conceptual mastery

Visual and verbal explanations

View 18 more pros

Cons

Requires student recording

Limited to verbal/visual explanations

Reliant on student initiative

Doesn't support non-participatory learning

Potential language comprehension issues

Teacher analytics could be overwhelming

Requires significant class time

Requires secure student sign-in

May not cover all subjects

View 4 more cons

Q&A

What is Snorkl?

Snorkl is an AI tool specifically developed with the purpose to improve learning and education in a classroom setting.

How does Snorkl work in the classroom?

Snorkl becomes operational in the classroom by enabling students to visually depict and record their reasoning process, which is then reviewed by AI for assessment. This provides real-time feedback meant to foster comprehension and meaningful learning.

What subjects does Snorkl cover?

Snorkl extends its coverage over a wide variety of subjects including Math, Science, Languages, History, and ELA.

How does Snorkl's AI assist with student assessment?

Snorkl supports student assessment by using AI technology to analyse the student's reasoning process that has been recorded and illustrated. It then provides immediate AI generated feedback on the reported explanations.

Is Snorkl suitable for all ages?

Yes, Snorkl caters to all age groups across a vast range of subjects, thus making it suitable for learners of all ages.

What unique type of feedback does Snorkl provide?

Snorkl provides generative AI feedback which is designed to applaud a student's unique way of problem-solving and indicates areas where deeper thinking might be necessary.

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How does Snorkl assist teachers in the teaching process?

Teachers are assisted in the teaching process through Snorkl's AI-powered analytics. They provide insights capable of capturing students' thought processes, aiding in understanding the patterns of students' thinking, guiding personalized instruction, and deciding on future steps in teaching.

In what learning environments has Snorkl been particularly effective?

Snorkl has been reported to be exceptionally beneficial in learning environments where students are often reluctant to take intellectual risks, such as in the field of Mathematics.

What kind of analytics does Snorkl provide for teaching staff?

Snorkl provides AI-powered analytics for teaching staff. These analytics assist in effortlessly monitoring class progress, understanding each student's thought pattern, and in deciding the next instructional steps.

Can Snorkl aid in personalized instruction?

Yes, Snorkl can aid in personalized instruction by providing understanding of each student's thinking pattern which enables teachers to tailor their teaching methods and techniques accordingly.

How does Snorkl encourage risk-taking in learning?

By providing immediate feedback on students' reasoning and thought process, Snorkl encourages intellectual risk-taking. This instant feedback system renders an environment where students aren't apprehensive about making mistakes, leading to more risk-taking in learning.

In what way does Snorkl capture the thinking patterns of students?

Snorkl captures the thinking patterns of students by allowing them to record and visually represent their reasoning process. These recordings are then assessed by AI to gain insights into the unique thought process of every student.

Is Snorkl useful for teaching Math, Science, Languages, History, and ELA?

Yes, Snorkl is explicitly designed to assist in teaching a broad range of subjects including Math, Science, Languages, History, and ELA.

How does instant AI feedback on student thinking work in Snorkl?

In Snorkl, instant AI feedback on students' thoughts works by permitting students to record and visually depict their reasoning process. This recorded information is then evaluated by the AI system, providing immediate feedback that aims to encourage deep and meaningful learning.

Does Snorkl acknowledge students' unique approach to problem-solving?

Yes, Snorkl applauds students for their unique approach to problem-solving via its generative AI feedback which is designed to celebrate individuality while also pointing out areas that may require deeper thought and analysis.

Is Snorkl useful for interdisciplinary learning?

With its support across a diverse range of subjects like Math, Science, Languages, History, and ELA, Snorkl promotes interdisciplinary learning by integrating different subject areas into a meaningful learning experience.

How can Snorkl enhance student engagement?

Snorkl enhances student engagement by enabling them to record and visually depict their reasoning, subsequently receiving instant AI feedback. This leads to a more interactive and engaging learning experience for the learners.

Can Snorkl be used as a teaching aid?

Indeed, beyond just a tool for students, Snorkl proves to be an effective teaching aid. It provides comprehensive AI-powered analytics that give teachers insights into the thought process of every student, aiding in making informed decisions in the teaching process.

What are the reported benefits of using Snorkl in mathematics education?

The reported benefits of using Snorkl in mathematics education include an alteration in the classroom atmosphere as it encourages students to take intellectual risks without worries about embarrassment in case they're not entirely accurate. These benefits are owed to Snorkl's system of providing immediate, supportive feedback on students' explanations.

What type of student explanations does Snorkl support?

Snorkl supports student explanations that depict their reasoning and thought process. The tool allows students to record their voice and visually represent their thinking which are then reviewed by the AI for comprehension and feedback generation.

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