How to Scrape Maven.com for Course and Instructor Data
Learn how to scrape Maven.com to extract course details, instructor bios, pricing, and syllabi. Perfect for competitive analysis and ed-tech market research.
Anti-Bot Protection Detected
- Cloudflare
- Enterprise-grade WAF and bot management. Uses JavaScript challenges, CAPTCHAs, and behavioral analysis. Requires browser automation with stealth settings.
- Rate Limiting
- Limits requests per IP/session over time. Can be bypassed with rotating proxies, request delays, and distributed scraping.
- IP Blocking
- Blocks known datacenter IPs and flagged addresses. Requires residential or mobile proxies to circumvent effectively.
- Browser Fingerprinting
- Identifies bots through browser characteristics: canvas, WebGL, fonts, plugins. Requires spoofing or real browser profiles.
About Maven
Learn what Maven offers and what valuable data can be extracted from it.
The Leader in Cohort-Based Learning
Maven is a premier online education platform specializing in cohort-based courses (CBCs) taught by industry leaders and world-class experts. Founded by Gagan Biyani and Wes Kao, the site has become the go-to marketplace for high-stakes professional education that emphasizes live interaction, community, and practical application over passive video consumption.
Rich Professional Data
The platform hosts a vast directory of courses spanning technology, business, design, and management. Each listing is highly structured, providing detailed information on syllabus modules, instructor credentials (often from Tier-1 tech companies), pricing tiers, and specific cohort start dates. Because Maven utilizes a modern tech stack (Next.js), much of this data is rendered dynamically, making it a goldmine for those who know how to extract structured web data.
Strategic Market Value
For businesses in the ed-tech and HR sectors, scraping Maven.com offers unparalleled insights into the creator economy and professional training trends. It allows for the tracking of emerging skill demands, competitive pricing analysis, and the identification of top-tier talent who are successfully monetizing their expertise through educational products.
Why Scrape Maven?
Discover the business value and use cases for extracting data from Maven.
Analyze market trends in professional development and high-ticket cohort courses.
Monitor competitive pricing and discounting strategies across various tech niches.
Identify high-performing instructors for recruitment or corporate partnerships.
Aggregate curriculum data to build better internal training or educational products.
Track the growth of specific skills like AI and Product Management in real-time.
Scraping Challenges
Technical challenges you may encounter when scraping Maven.
Dynamic content loading via Next.js requiring full JavaScript execution.
Protection by Cloudflare which can trigger CAPTCHAs on high-frequency requests.
Infinite scrolling on discovery pages that hides results until the user scrolls.
Highly nested HTML structures for syllabi and instructor metadata.
Scrape Maven with AI
No coding required. Extract data in minutes with AI-powered automation.
How It Works
Describe What You Need
Tell the AI what data you want to extract from Maven. Just type it in plain language — no coding or selectors needed.
AI Extracts the Data
Our artificial intelligence navigates Maven, handles dynamic content, and extracts exactly what you asked for.
Get Your Data
Receive clean, structured data ready to export as CSV, JSON, or send directly to your apps and workflows.
Why Use AI for Scraping
AI makes it easy to scrape Maven without writing any code. Our AI-powered platform uses artificial intelligence to understand what data you want — just describe it in plain language and the AI extracts it automatically.
How to scrape with AI:
- Describe What You Need: Tell the AI what data you want to extract from Maven. Just type it in plain language — no coding or selectors needed.
- AI Extracts the Data: Our artificial intelligence navigates Maven, handles dynamic content, and extracts exactly what you asked for.
- Get Your Data: Receive clean, structured data ready to export as CSV, JSON, or send directly to your apps and workflows.
Why use AI for scraping:
- No-code interface allows for complex scraping without writing a single line of JavaScript.
- Automatic handling of Cloudflare challenges and browser fingerprinting for higher success rates.
- Built-in infinite scroll management to capture all courses in a category automatically.
- Scheduled scraping enables tracking of price changes and new cohort launches on autopilot.
No-Code Web Scrapers for Maven
Point-and-click alternatives to AI-powered scraping
Several no-code tools like Browse.ai, Octoparse, Axiom, and ParseHub can help you scrape Maven. These tools use visual interfaces to select elements, but they come with trade-offs compared to AI-powered solutions.
Typical Workflow with No-Code Tools
Common Challenges
Learning curve
Understanding selectors and extraction logic takes time
Selectors break
Website changes can break your entire workflow
Dynamic content issues
JavaScript-heavy sites often require complex workarounds
CAPTCHA limitations
Most tools require manual intervention for CAPTCHAs
IP blocking
Aggressive scraping can get your IP banned
No-Code Web Scrapers for Maven
Several no-code tools like Browse.ai, Octoparse, Axiom, and ParseHub can help you scrape Maven. These tools use visual interfaces to select elements, but they come with trade-offs compared to AI-powered solutions.
Typical Workflow with No-Code Tools
- Install browser extension or sign up for the platform
- Navigate to the target website and open the tool
- Point-and-click to select data elements you want to extract
- Configure CSS selectors for each data field
- Set up pagination rules to scrape multiple pages
- Handle CAPTCHAs (often requires manual solving)
- Configure scheduling for automated runs
- Export data to CSV, JSON, or connect via API
Common Challenges
- Learning curve: Understanding selectors and extraction logic takes time
- Selectors break: Website changes can break your entire workflow
- Dynamic content issues: JavaScript-heavy sites often require complex workarounds
- CAPTCHA limitations: Most tools require manual intervention for CAPTCHAs
- IP blocking: Aggressive scraping can get your IP banned
Code Examples
import requests
from bs4 import BeautifulSoup
import json
url = 'https://maven.com/courses'
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Safari/537.36'
}
try:
response = requests.get(url, headers=headers)
response.raise_for_status()
soup = BeautifulSoup(response.text, 'html.parser')
# Maven stores its state in a JSON script tag
script_tag = soup.find('script', id='__NEXT_DATA__')
if script_tag:
data = json.loads(script_tag.string)
print('Successfully extracted course JSON data.')
else:
# Fallback: Scrape titles from HTML
for title in soup.select('h3'):
print(f'Course Found: {title.get_text(strip=True)}')
except Exception as e:
print(f'Error: {e}')When to Use
Best for static HTML pages where content is loaded server-side. The fastest and simplest approach when JavaScript rendering isn't required.
Advantages
- ●Fastest execution (no browser overhead)
- ●Lowest resource consumption
- ●Easy to parallelize with asyncio
- ●Great for APIs and static pages
Limitations
- ●Cannot execute JavaScript
- ●Fails on SPAs and dynamic content
- ●May struggle with complex anti-bot systems
How to Scrape Maven with Code
Python + Requests
import requests
from bs4 import BeautifulSoup
import json
url = 'https://maven.com/courses'
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Safari/537.36'
}
try:
response = requests.get(url, headers=headers)
response.raise_for_status()
soup = BeautifulSoup(response.text, 'html.parser')
# Maven stores its state in a JSON script tag
script_tag = soup.find('script', id='__NEXT_DATA__')
if script_tag:
data = json.loads(script_tag.string)
print('Successfully extracted course JSON data.')
else:
# Fallback: Scrape titles from HTML
for title in soup.select('h3'):
print(f'Course Found: {title.get_text(strip=True)}')
except Exception as e:
print(f'Error: {e}')Python + Playwright
from playwright.sync_api import sync_playwright
def run():
with sync_playwright() as p:
browser = p.chromium.launch(headless=True)
page = browser.new_page()
page.goto('https://maven.com/courses')
# Wait for the courses to render
page.wait_for_selector('h3')
# Scroll down to trigger lazy loading
page.evaluate('window.scrollBy(0, 1000)')
# Extract data
courses = page.query_selector_all('div[class*="CourseCard"]')
for course in courses:
title = course.query_selector('h3').inner_text()
print(f'Scraped: {title}')
browser.close()
run()Python + Scrapy
import scrapy
class MavenSpider(scrapy.Spider):
name = 'maven_spider'
start_urls = ['https://maven.com/courses']
def parse(self, response):
for course in response.css('div[class*="CourseCard"]'):
yield {
'title': course.css('h3::text').get(),
'instructor': course.css('span[class*="InstructorName"]::text').get(),
'price': course.css('div[class*="Price"]::text').get()
}
# Pagination logic (next page link if available)
next_page = response.css('a[aria-label="Next page"]::attr(href)').get()
if next_page:
yield response.follow(next_page, self.parse)Node.js + Puppeteer
const puppeteer = require('puppeteer');
(async () => {
const browser = await puppeteer.launch();
const page = await browser.newPage();
await page.goto('https://maven.com/courses', { waitUntil: 'networkidle2' });
const results = await page.evaluate(() => {
return Array.from(document.querySelectorAll('h3')).map(el => el.innerText);
});
console.log('Courses:', results);
await browser.close();
})();What You Can Do With Maven Data
Explore practical applications and insights from Maven data.
Ed-Tech Market Intelligence
Educational platforms use Maven data to see which cohort topics are trending and how many students are enrolling.
How to implement:
- 1Scrape course categories and student counts weekly.
- 2Identify the fastest-growing categories based on new course launches.
- 3Analyze common keywords in high-rated syllabi to inform curriculum design.
Use Automatio to extract data from Maven and build these applications without writing code.
What You Can Do With Maven Data
- Ed-Tech Market Intelligence
Educational platforms use Maven data to see which cohort topics are trending and how many students are enrolling.
- Scrape course categories and student counts weekly.
- Identify the fastest-growing categories based on new course launches.
- Analyze common keywords in high-rated syllabi to inform curriculum design.
- Competitive Pricing Benchmarking
Course creators can use the data to ensure their pricing is competitive relative to instructor seniority and course length.
- Extract pricing and duration for all courses in a specific niche.
- Calculate the average cost per hour across various categories.
- Adjust your own price points to match the market-leading cohorts.
- Strategic Instructor Recruitment
Conferences and training companies use this data to find vetted experts who have already proven their teaching ability.
- Filter for instructors with high course ratings and positive testimonials.
- Scrape instructor job titles and current companies (e.g., Google, Stripe).
- Export a list of prospects for speaking engagements or consulting outreach.
- Skill-Gap Analysis for HR
HR teams monitor Maven to see what the 'next big thing' in corporate training is for their employees.
- Monitor new course titles and module descriptions for emerging technologies.
- Track which courses are being taught by senior executives at competitor firms.
- Use findings to update internal learning and development programs.
Supercharge your workflow with AI Automation
Automatio combines the power of AI agents, web automation, and smart integrations to help you accomplish more in less time.
Pro Tips for Scraping Maven
Expert advice for successfully extracting data from Maven.
Target the `__NEXT_DATA__` script tag directly to get the cleanest JSON data without parsing messy HTML.
Use high-quality residential proxies to avoid triggering Cloudflare's bot detection during large crawls.
Implement a 'Wait for Selector' strategy in headless browsers to ensure cohort dates and prices are fully loaded.
Focus your scraping efforts on specific category pages (e.g., /courses/ai-machine-learning) to reduce request volume.
Randomize your User-Agent and include realistic request headers like 'Referer' to mimic genuine human browsing.
Testimonials
What Our Users Say
Join thousands of satisfied users who have transformed their workflow
Jonathan Kogan
Co-Founder/CEO, rpatools.io
Automatio is one of the most used for RPA Tools both internally and externally. It saves us countless hours of work and we realized this could do the same for other startups and so we choose Automatio for most of our automation needs.
Mohammed Ibrahim
CEO, qannas.pro
I have used many tools over the past 5 years, Automatio is the Jack of All trades.. !! it could be your scraping bot in the morning and then it becomes your VA by the noon and in the evening it does your automations.. its amazing!
Ben Bressington
CTO, AiChatSolutions
Automatio is fantastic and simple to use to extract data from any website. This allowed me to replace a developer and do tasks myself as they only take a few minutes to setup and forget about it. Automatio is a game changer!
Sarah Chen
Head of Growth, ScaleUp Labs
We've tried dozens of automation tools, but Automatio stands out for its flexibility and ease of use. Our team productivity increased by 40% within the first month of adoption.
David Park
Founder, DataDriven.io
The AI-powered features in Automatio are incredible. It understands context and adapts to changes in websites automatically. No more broken scrapers!
Emily Rodriguez
Marketing Director, GrowthMetrics
Automatio transformed our lead generation process. What used to take our team days now happens automatically in minutes. The ROI is incredible.
Jonathan Kogan
Co-Founder/CEO, rpatools.io
Automatio is one of the most used for RPA Tools both internally and externally. It saves us countless hours of work and we realized this could do the same for other startups and so we choose Automatio for most of our automation needs.
Mohammed Ibrahim
CEO, qannas.pro
I have used many tools over the past 5 years, Automatio is the Jack of All trades.. !! it could be your scraping bot in the morning and then it becomes your VA by the noon and in the evening it does your automations.. its amazing!
Ben Bressington
CTO, AiChatSolutions
Automatio is fantastic and simple to use to extract data from any website. This allowed me to replace a developer and do tasks myself as they only take a few minutes to setup and forget about it. Automatio is a game changer!
Sarah Chen
Head of Growth, ScaleUp Labs
We've tried dozens of automation tools, but Automatio stands out for its flexibility and ease of use. Our team productivity increased by 40% within the first month of adoption.
David Park
Founder, DataDriven.io
The AI-powered features in Automatio are incredible. It understands context and adapts to changes in websites automatically. No more broken scrapers!
Emily Rodriguez
Marketing Director, GrowthMetrics
Automatio transformed our lead generation process. What used to take our team days now happens automatically in minutes. The ROI is incredible.
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Frequently Asked Questions About Maven
Find answers to common questions about Maven