Our Methodology

Evidence-based lesson analysis powered by leading pedagogical theories and 25 teaching quality metrics

Theoretical Foundation

Our analysis is built on three fundamental educational theories

Bloom's Taxonomy

A hierarchy of cognitive processes from remembering to creating. Helps evaluate the depth of teacher questions and tasks — do they stimulate critical thinking or remain at the level of fact recall.

Vygotsky's ZPD

The Zone of Proximal Development — the gap between what a student can do alone and what's achievable with teacher support. We analyze whether the teacher works within this zone for maximum learning.

Growth Mindset (Dweck)

Carol Dweck's theory of two mindsets: fixed and growth. We evaluate whether the teacher encourages effort and the learning process, not just innate ability and results.

25 Analysis Metrics

Every lesson is evaluated across 25 criteria, each scored from 1 to 10

10 Core Metrics

Fundamental aspects of lesson quality

1Student Engagement
2Lesson Structure
3Differentiation
4Feedback
5Pacing
6Clarity of Explanation
7Use of Questions
8Classroom Management
9Lesson Closure
10Visual Aids

15 Pedagogical Metrics

In-depth analysis based on scientific theories

11Bloom's Taxonomy
12Zone of Proximal Development
13Metacognitive Strategies
14Growth Mindset
15Intrinsic Motivation
16Emotional Climate
17Formative Assessment
18Scaffolding
19Critical Thinking
20Cross-Curricular Connections
21Inclusivity
22Cultural Responsiveness
23Student Voice
24Real-World Connections
25Digital Literacy

How Analysis Works

Four stages from upload to finished report

01

Upload

Upload video or audio in any of 20+ formats

02

Transcription

Deepgram Nova-3 recognizes speech with speaker diarization

03

AI Analysis

Claude analyzes the transcription across 25 pedagogical metrics

04

Report

Detailed report with scores, charts, and recommendations

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