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Tutoring Quality β€” AI-Powered Tutoring Session Analysis

Stop Wondering If Your Tutor Is Actually Teaching.
Know Exactly What Happens in Every Session.

Parents pay $50-150/hr for tutoring but have no visibility into session quality. Perceive8 analyzes every session: teaching methods, student engagement, progress. Tutoring companies ensure quality at scale.

Session Quality Scoring
Student Progress Tracking
math-tutoring-session-4.wav
βœ“ Scored
16:0016:3017:00
Tutor (Alex)
Student (Mia, 12yo)
Alex16:05Let's try this problem together. What's the first step when solving for x? 🎯 scaffolding
Mia16:06Um... we need to get x by itself? So subtract 5 from both sides? πŸ€” thinking
Alex16:07Exactly right! Great reasoning. Now what do we do next? πŸ€— encouraging
Mia16:08Divide both sides by 3... so x equals 4! πŸŽ‰ confident

You're Paying $50+/Hour. Is the Tutor Actually Teaching?

Without Perceive8

You get a brief summary from the tutor and hope your child is learning. No way to verify quality.

  • βœ— No visibility into session quality
  • βœ— Tutors may just do homework for the student
  • βœ— Teaching methods not verified
  • βœ— Progress is hard to measure
  • βœ— Expensive sessions with uncertain value

With Perceive8

Every session scored for teaching quality, student engagement, and actual learning. Track progress with data.

  • βœ“ Session quality scored against best practices
  • βœ“ Student engagement measured (not just tutor talking)
  • βœ“ Teaching method quality verified
  • βœ“ Progress tracked across sessions with data
  • βœ“ Get your money's worth every session
Join Waitlist β†’
500K+
Sessions Analyzed
45%
Better Retention
98.5%
Analysis Accuracy
All
Subjects Supported

Session Quality, Measured Objectively

AI that understands effective tutoring β€” from Socratic questioning to scaffolding to active learning.

Questioning Quality

Measures Socratic questioning, scaffolding, and whether the tutor helps the student think vs. giving answers.

Student Engagement

Tracks how much the student participates. Red flag: tutor talks 80%+ of the time.

Session Utilization

How much time is productive teaching vs. off-topic, setup, or distraction.

Concept Mastery

Tracks which concepts are covered and whether the student demonstrates understanding.

Progress Over Time

Compare engagement, confidence, and concept mastery across sessions.

Teaching Style Score

Patience, encouragement, adaptability, and clarity β€” scored per session.

Session Summary

Detailed summary of what was covered, what was mastered, and what needs review.

Homework vs. Teaching

Detects whether the tutor is teaching concepts or just completing homework for the student.

Value Score

Overall value-for-money score based on session quality and student progress.

Meet Aria β€” Your Tutoring Quality Analyst

Aria scores every session, tracks your child's progress, and ensures you're getting the tutoring quality you're paying for.

β—‰
Aria
● Session 4 scored
How was Mia's tutoring session today?
Session Score β€” Math Tutoring #4

Overall: 9.1/10 βœ…

Excellent session! Alex used Socratic questioning throughout (asking Mia to reason through each step). Student engagement was 62% (ideal range). Mia mastered solving for x with single-variable equations.

Value Score: 9.4/10 β€” well worth the hourly rate.
Ask about any session…
Score today's session Progress report Compare tutors Value assessment

Get Started in 4 Simple Steps

1

Record Sessions

Record tutoring sessions with your phone or any device. Works for in-person and online.

2

Upload After Session

Upload to your dashboard. Takes seconds.

3

AI Scores Quality

Teaching quality, student engagement, and concept coverage β€” all scored automatically.

4

Track Progress

See improvement over time. Know your child is actually learning.

Built for Teams Like Yours

Case studies from early-access customers will be published here as they go live.

Parent of 8th Grader

A team in this role uses Perceive8 to save documentation time, surface insights, and keep every conversation searchable.

Parent of Twins

A team in this role uses Perceive8 to save documentation time, surface insights, and keep every conversation searchable.

Tutoring Company CEO

A team in this role uses Perceive8 to save documentation time, surface insights, and keep every conversation searchable.

Private & Secure

Your child's educational data is protected with enterprise-grade security.

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End-to-End Encryption

All audio is encrypted in transit and at rest with AES-256 keys managed in our KMS.

AES-256TLS 1.3
βœ“

Data Retention Controls

You control how long data is kept. Auto-delete after analysis or retain for 7, 30, or 90 days.

Data Minimization
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Access Controls

Role-based access, SSO, and audit logs. Only authorized personnel can access recordings and results.

RBACSSO
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Designed for GDPR & CCPA

EU and US data-residency options, DPA on request, and data-subject request tooling built in.

GDPRCCPA
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Audit Trail

Complete audit log of every access, analysis, and export to support your own compliance program.

Audit Logs
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SOC 2 Type II (in progress)

Our audit is underway. HIPAA-eligible workloads available under a signed Business Associate Agreement.

SOC 2HIPAA BAA

Frequently Asked Questions

  • Does my tutor need to know?
    That's your choice. Many parents find that telling the tutor improves quality immediately.
  • Does it work for online tutoring?
    Yes β€” record Zoom/Teams sessions or use our screen recording integration.
  • What subjects are supported?
    All subjects β€” math, science, English, languages, test prep, music, and more.
  • Can my tutoring company use this?
    Yes β€” we have plans for tutoring companies with multi-tutor dashboards.
  • How is this different from just watching?
    AI provides objective metrics you can't see β€” engagement percentages, questioning quality scores, and progress data.

Know Your Tutoring Investment is Working

Costs less than 30 minutes of tutoring. Ensures the other hours are effective.

Free

Free
Try it
  • 3 sessions/month
  • Basic scoring
  • Session summaries
Start Free β†’

Tutoring Company

Custom
For companies & agencies
  • Multi-tutor dashboard
  • QA automation
  • Parent reports
  • API access
  • White-label option
Contact Sales

Stop hoping. Start knowing.

Verify your tutoring quality with objective AI analysis. Start free.

Start Free β†’How It Works β†’