Products
AI Benchmark
Desktop
Mobile
Monthly visits
9.5K
Sep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$16/mo
Higher than 72% of peersNiche median $9.99/mo
Creators
Jay Jang
No social account linkedCo-created with Reuben
Launched
16mo ago
2025-07-27 · Est.

Traffic

Monthly visitsData through Sep 2026 · Oct 2026 pending
Events6 changes · 4 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
  • Launched on Product HuntLaunch

    Education APIs for courses, tests, videos, and AI agents

    May 6 · 6mo agoLaunch page

  • Launched on Product HuntLaunch

    Turn any idea into ready-to-teach slides in seconds.

    Feb 12 · 9mo agoLaunch page

  • Launched on Product HuntLaunch

    AI teaching assistant and course builder in one platform.

    Dec 7, 2025 · 11mo agoLaunch page

  • Launched on Product HuntLaunch

    Your Interactive AI Tutor for Smarter Learning

    Nov 25, 2025 · 12mo agoLaunch page

  • Launched on Product HuntLaunch

    AI Teaching Assistant and Course Builder in One Platform.

    Sep 21, 2025 · 14mo agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Fazier
2025-09-13Source
What engineers like:
Key Features: - AI Course Generation: Generate full course modules—including lessons, assessments, thumbnails, and outlines—from a single AI prompt. - Real-Time Coding Environment: Teach and run code in 46+ programming languages—including Python, C++, Java, and SQL—with AI-powered feedback, directly in the app. - AI OCR for Handwritten Notes: Convert handwritten content—such as math equations, scientific notations, or lecture notes—into editable course material using the STEM-optimized OCR engine. - Real-Time Learning Analytics: Monitor student engagement and performance through mobile-friendly dashboards offering live insights into comprehension and progress. - 24/7 AI Teaching Agents: Keep students on track with instant, personalized support from AI agents trained on your course content.
Best suited for:
- Rapid Course Creation – Generate full online courses from a single prompt in seconds. - Math OCR – Convert handwritten equations into editable digital text. - Real-Time Coding – Practice 40+ programming languages with instant feedback. - AI Feedback – Get automated grading, progress tracking, and personalized tips. - STEM Simulations – Create interactive science and physics experiments. - Mobile Creation – Build and edit courses on iOS or Android.

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Agent, MCP & Developer Integration

MCP ServerAPI
Ecosystem & integrations:
CanvasMoodle
Browse all MCP Server products →

Store data

Google Play · App Store
Google Play Google Play
Update date not synced
Rating
Rating not syncedRating count not synced
New ratings last mo
—
Price & IAP
FreeIAP data not synced
Current version
—Store metadata
App Store App Store
Update date not synced
Rating
Rating not syncedRating count not synced
New ratings last mo
—
Price & IAP
FreeIAP data not synced
Current version
—Store metadata

Store assets, rating histograms, install tiers, and screenshots are synced from Apple App Store, Google Play, and Chrome Web Store.

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Organic Search39%
  • Direct33%
  • Referrals11%
  • Social6%
  • Other12%

Countries

  • United States51%
  • Taiwan17%
  • Germany14%
  • India10%
  • South Korea7%

Search

Domain authority —Domain registered 2025-04-22

KeywordMonthly volume
tutorflow370
how to digitalize ecuations280
影片字幕產生器270
is ai actually able to teach concepts effectively and accurately?150
comparar repuestas de ia gratis120

Traffic data: Vaneform

Pricing

Free
Free
60 AI credits to get started · 1 classroom · Up to 10 learners · 100 AI tutor responses per month
Pro
$16/mo (billed annually)
500 AI credits per month · Up to 2 classrooms · 30 learners included, then $1 per learner/month · 1,000 AI tutor responses per month
Studio
$55/mo (billed annually)
2,000 AI credits per month · Up to 5 classrooms · 100 learners included, then $1 per learner/month · 4,000 AI tutor responses per month
Teams
$135/mo (billed annually)
5,000 AI credits per month · Up to 10 classrooms · 300 learners included, then $1 per learner/month · 10,000 AI tutor responses per month
Tailored Enterprise Solutions
Contact sales

Trial: None · Free tier included · 3 paid tiers ($16–$135) · Enterprise custom tier · Observed 2026-11-12 · Pricing page

Entry price $16/mo, Higher than 72% of peers; “Teacher & Classroom Tools” median is $9.99/mo.View pricing benchmark

Pages & changes

Tracked since 2025-09-21

Key pages

Weekly snapshots

Changes

  1. Nov 1 · 13d ago

    Homepage headline (H1) changed to “From one idea to hands-on learning content.”Positioning

    Turn Your Idea into a Course with a Single Prompt.→From one idea to hands-on learning content.

  2. Nov 1 · 13d ago

    Adopted technology: Amazon Web ServicesFeatures

    —→Amazon Web Services

  3. Nov 1 · 13d ago

    Adopted technology: Google WorkspaceFeatures

    —→Google Workspace

  4. Nov 1 · 13d ago

    Adopted technology: RSSFeatures

    —→RSS

  5. Nov 1 · 13d ago

    Adopted technology: TurbopackFeatures

    —→Turbopack

  6. Nov 1 · 13d ago

    Homepage title changed to “TutorFlow | AI-Native Teaching and Training Platform”Positioning

    TutorFlow: AI-Powered LMS for Interactive Course Creation→TutorFlow | AI-Native Teaching and Training Platform

Design

First-screen visual analysis & :root CSS

Soft & Friendly (Light canvas, airy density) featuring centered headline + cta layout and pure typography & geometry visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“From one idea to hands-on learning content.”

Centered Headline + CTA hero structure paired with start free / sign up CTA and customer / press logo strip.

Conversion path: Centered Headline + CTA + Pure Typography & Geometry → Start Free / Sign Up · Trust bar: Customer / Press Logo Strip

Palette · click to copy

5-D design score7.5 / 10
Typography
8.0
Color & Contrast
8.0
Layout & Spacing
8.0
Craft & Polish
7.0
Distinctiveness
6.0

Structure

Fonts
Pretendard
Primary visual
Pure Typography & Geometry
Conversion CTA
Start Free / Sign Up
Social proof
Customer / Press Logo Strip
Navigation
Full-Width Top Bar
Theme & density
Light · Airy
Corners & depth
Medium Radius · Hairline borders
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Soft & Friendly (with Minimal Monochrome)

Warm low-saturation pastels, generous rounded corners, and approachable illustrations.

## Design Tokens

```css
:root {
  --background: #ffffff;
  --surface: #f3f3f3;
  --foreground: #0c0a09;
  --muted-foreground: #797878;
  --accent: #f97316;
  --radius: 8px;
  --font-heading: "Pretendard", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Pretendard", ui-sans-serif, system-ui, sans-serif;
}
```

Color area ratio: Background #FFFFFF (~73%) · Surface #F3F3F3 (~15%) · Text #0C0A09 (~6%) · Muted Text #797878 (~4%) · Accent #F97316 (~2%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Centered Headline + CTA
- Navigation: Full-Width Top Bar
- Theme & density: Light · Airy
- Border radius & elevation: Medium Radius; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Pure Typography & Geometry
- Conversion CTA: Start Free / Sign Up · Trust bar uses Customer / Press Logo Strip
- Headline hook: Outcome & Speed Promise
- Hero components: Floating Multi-Cards, Interactive Hero Tool
- Spatial layout notes: Centered Headline + CTA hero structure paired with start free / sign up CTA and customer / press logo strip.
- Visual summary: Soft & Friendly (Light canvas, airy density) featuring centered headline + cta layout and pure typography & geometry visuals.

## Avoid

- Harsh pure-black backgrounds
- Sharp 0px corners
- Cold technical jargon in hero copy

Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.

Questions & evidence

How much does TutorFlow cost?
Free: Free; Pro: $16/mo (billed annually); Studio: $55/mo (billed annually); Teams: $135/mo (billed annually); Tailored Enterprise Solutions: Contact sales. Observed 2026-11-12. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does TutorFlow get?
Vaneform estimates 9.5K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is TutorFlow and what platforms does it support?
TutorFlow is catalogued under Teacher & Classroom Tools: From one idea to hands-on learning content.. Supported platforms: Mobile App, MCP Server, API.

Related products in this category

Education / Teacher & Classroom Tools

These products share a catalog category. Compare customer tasks, features and deployment requirements before treating them as alternatives.