We extract course structures, tutor metadata, NCERT solutions, pricing tiers, and study materials from Vedantu. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Course Catalogue objects from vedantu.com. All fields typed and schema-versioned.
"course_id": "VD-JEE-2025", "title": "JEE Main & Advanced 2025 Crash Course", "category": "Competitive Exams", "target_exam": "JEE", "target_grade": "12", "price": 14999.0, "language": "Hinglish"
| # | course_id | title | category | target_exam | target_grade | subject |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Tutor Profiles objects from vedantu.com. All fields typed and schema-versioned.
"tutor_id": "TUT-8492", "name": "Anand Prakash", "subjects_taught": "['Physics']", "experience_years": 15, "total_students_taught": 150000, "rating": 4.9, "reviews_count": 1204
| # | tutor_id | name | subjects_taught | experience_years | qualifications | total_students_taught |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for NCERT & Materials objects from vedantu.com. All fields typed and schema-versioned.
"material_id": "NCERT-MATH-10-CH3", "title": "Pair of Linear Equations in Two Variables", "board": "CBSE", "grade": "10", "subject": "Mathematics", "content_type": "Solution", "chapter_name": "Chapter 3"
| # | material_id | title | board | grade | subject | chapter_name |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Pricing & Subscriptions objects from vedantu.com. All fields typed and schema-versioned.
"plan_id": "PRO-LITE-11", "plan_name": "Vedantu Pro Lite", "grade": "11", "offer_price": 24999.0, "emi_available": true, "emi_starting_price": 2083.0, "currency": "INR"
| # | plan_id | plan_name | grade | target_exam | validity_months | base_price |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Micro-Courses objects from vedantu.com. All fields typed and schema-versioned.
"event_id": "MC-9921", "title": "Mastering Rotational Mechanics", "tutor_name": "Namrata", "is_free": true, "duration_minutes": 60, "registered_users": 4120, "subject": "Physics"
| # | event_id | title | tutor_name | start_time | duration_minutes | is_free |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Vedantu scraper handles every layer of the platform: course catalogues, tutor metadata, pricing tiers, and study materials. We build in JavaScript rendering, session management, and anti-bot circumvention natively.
Extract target grades, exams, and batch timings across all categories.
Capture qualifications, experience metrics, and student ratings for platform educators.
Monitor base prices, discounts, and EMI options for Pro Lite, Classic, and Plus tiers.
Scrape structured text and metadata from NCERT solutions and previous year question banks.
Map chapter-wise study notes, formulas, and PDF download links.
Track upcoming free live classes, registered user counts, and topics.
Extract detailed topic breakdowns and curriculum structures for JEE, NEET, and K-12.
Monitor low-ticket topic-specific courses and their enrolment metrics.
Run one-off bulk exports or configure continuous pipelines at hourly, daily, or real-time cadences.
Brief in. Clean data out.
Provide category URLs, grades, or target exams. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, and session management for vedantu.com.
Schema validation, null-rate checks, and data normalisation before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
EdTech platforms deploy strict rate limits and dynamic rendering. Here is how we stay resilient, and why teams choose managed infrastructure over DIY.
Vedantu relies heavily on client-side routing and React. We hydrate the DOM using full browser sessions to capture dynamic pricing and batch data that headless HTTP clients miss entirely.
We route requests through Indian ISP proxies to bypass geo-restrictions and WAF rate limits, maintaining high concurrency without triggering IP bans.
We intercept GraphQL and XHR requests to extract full study material lists directly from backend responses, avoiding the overhead of rendering thousands of DOM nodes.
EdTech layouts change frequently during exam seasons. We use multi-layered XPath and JSON state extraction to ensure data continuity when DOM structures shift.
Every run emits structured logs to our observability stack. We alert on null-rate spikes and schema drift automatically.
EdTech companies monitor Vedantu Pro pricing, discount frequencies, and EMI structures to optimise their own subscription tiers.
Curriculum designers analyse Vedantu's syllabus structures and micro-courses to identify missing topics in their own offerings.
Recruiters extract tutor profiles, experience levels, and student ratings to headhunt top-performing educators.
Investors and analysts track course catalogue expansion and masterclass registrations to gauge platform growth and user engagement.
Marketers analyse the structure of Vedantu's NCERT solutions and study materials to model their own organic search content.
Machine learning teams use structured Q&A, syllabus hierarchies, and study notes to train educational LLMs and recommendation engines.
"Vedantu holds one of the most structured educational datasets in India. Extracting its curriculum hierarchy at scale requires a dedicated infrastructure team."
Most teams underestimate the investment required: reliable EdTech scraping requires residential proxies, full JavaScript rendering for React apps, reverse-engineering internal APIs, daily selector maintenance, and anomaly monitoring. DataFlirt absorbs that complexity so your engineers can focus on product development, not pipeline maintenance.
Everything supported by our vedantu.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration and deduplication. Playwright handles JavaScript rendering for Vedantu's React frontend. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies across Indian regions to match Vedantu's primary demographic. Rotation happens per-request to avoid WAF blocks.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About vedantu.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from Vedantu is generally permissible under applicable law. DataFlirt targets only public, non-authenticated course catalogues, tutor profiles, and study materials. We do not extract personal student data or circumvent paywalls.
Vedantu is a heavy React application. We use Playwright to execute JavaScript and hydrate the DOM, or we intercept the underlying XHR and GraphQL requests to extract structured JSON directly.
Yes. We can schedule daily or hourly runs to monitor base prices, discount percentages, and EMI terms across all grades and target exams.
Yes. We scrape the structured text, chapter metadata, and PDF download links for publicly available NCERT solutions and previous year question papers.
Full catalogue refreshes at daily cadence complete within a 2-4 hour window. Specific high-priority targets like micro-course pricing can be tracked hourly.
Absolutely. We provide a sample run of up to 100 courses or tutor profiles as part of the pre-engagement scoping process so you can validate schema fit and data quality.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off extraction of study materials or continuous monitoring of course pricing across all grades, we scope, build, and operate the pipeline. Tell us what you need.
