3 Smart Ways to Scrape Crunchbase Data in 2025

If your line of work involves market research, investment analysis, or sales prospecting, Crunchbase is among the most valuable sources of startup and business intelligence available. From funding rounds for companies to leadership teams and industry categories, the information is priceless. But how do you scrape Crunchbase data in 2025 cost-effectively and legally?

In this blog post, we will demonstrate 3 clever ways to scrape Crunchbase data — whether you want a no-code solution, an API-based solution, or a do-it-yourself code-based scraper. Let's dive in.

Why Scrape Crunchbase Data?

Scraping Crunchbase gives you access to business insights that can:

• Identify promising startups and investment opportunities

• Analyze competitors and track market trends

• Build B2B lead lists for outreach

• Monitor industry segments over time

However, direct scraping can be tricky due to Crunchbase’s anti-bot mechanisms and legal limitations. So what’s the right approach in 2025? Let’s explore your best options.

1. Use the Official Crunchbase API (Smart & Legal)

Best for: Developers, analysts, and enterprises requiring well-formed, trusted data.

Crunchbase provides a RESTful API where authorized users can retrieve structured company, person, funding, and investment information. It's the most compliant and trustworthy means to retrieve Crunchbase data.

Steps:

• Sign up for a Crunchbase Pro or Enterprise plan.

• Generate your API key from your account dashboard.

• Use tools like Postman, Python (requests), or JavaScript fetch to query endpoints.

python

import requests

url = "https://api.crunchbase.com/v3.1/organizations?query=ai&user_key=YOUR_API_KEY"
response = requests.get(url)
data = response.json()

for company in data["data"]["items"]:
    print(company["properties"]["name"])

Pros:

• Fully legal and reliable

• Well-documented and structured data

• No risk of IP blocks

Cons:

• Limited free access

• Paid tiers can get expensive

2. Use No-Code Scraping Tools (Smart for Non-Tech Users)

Best for: Sales teams, researchers, and marketers who don’t code.

If coding isn’t your thing, tools like ScrapeLead, ParseHub, or Octoparse allow you to scrape Crunchbase search results or company pages using a visual, point-and-click interface.

How it works:

• Download and install your preferred tool.

• Open Crunchbase in a browser and define the data fields visually (e.g., name, location, funding).

• Set up pagination and start the extraction.

Many of these platforms now offer AI-powered scraping templates, so setup takes minutes, not hours.

Pros:

• No coding required

• Fast and beginner-friendly

• Export to Excel or Google Sheets

Cons:

• May be blocked if scraping aggressively

• Not always accurate with dynamic content

3. Build a Custom Scraper with Headless Browsers (Smart for Scalability)

Best for: Tech-savvy users and teams needing bulk or custom scraping.

Crunchbase loads much of its content dynamically using JavaScript, which means static HTML parsers won’t work well. That’s where headless browsers like Puppeteer or Playwright shine.

How to do it with Puppeteer:

javascript

const puppeteer = require('puppeteer');

(async () => {
  const browser = await puppeteer.launch();
  const page = await browser.newPage();
  await page.goto('https://www.crunchbase.com/organization/openai');

  // Wait for the element to load
  await page.waitForSelector('.profile-name');

  const name = await page.$eval('.profile-name', el => el.textContent);
  console.log("Company Name:", name);

  await browser.close();
})();

Pros:

• Works with JavaScript-heavy sites

• Full control and customization

• Ideal for large-scale scraping

Cons:

• Higher learning curve

• Can be detected and blocked

• Requires regular maintenance

Bonus Tip: Rotate IPs and Use Proxies

Whether you're scraping with code or no-code tools, make sure to:

• Use rotating proxies

• Throttle your request rates

• Mimic human behavior (e.g., random wait times)

This helps reduce the risk of bans or CAPTCHAs.

Final Thoughts

In 2025, data scraping from Crunchbase remains very handy — but how you do it is more important than ever. Whether you take the official API path, use no-code solutions, or create your own scraper, the secret is finding a balance between efficiency, scalability, and compliance.

Feel free to comment below if you’ve got questions about Crunchbase data in 2025 tips!

Know More >> https://scrapelead.io/blog/3-smart-ways-to-scrape-crunchbase-data-in-2025/