🚀 Build Your Own Niche Data Aggregator Using AI (No Code Required!)

Do you have a brilliant idea for a niche aggregator like TripAdvisor, Crunchbase, or Product Hunt — but no dev team or coding knowledge? You’re in luck. With Tenkai’s AI Extract, you can now build powerful data aggregators without writing a single line of code.

🌐 What Is Tenkai’s AI Extract?

AI Extract is a groundbreaking feature that enables you to:

Upload a spreadsheet of URLs
Define the structure of the data you want to extract (e.g., Title, Price, Description, Rating)
Let AI do the hard work — even on JavaScript-heavy or anti-bot-protected websites
Download clean, structured data in Excel

This isn’t just basic scraping. Tenkai uses AI and LLMs to understand, extract, and normalize data across different web sources — even those with complex, dynamic content.

🧩 Why Build a Niche Aggregator?

Niche aggregators solve a major pain point: discoverability. They collect specific data — restaurants in Lisbon, local clinics in Toronto, crypto startups in Singapore — and display it all in one user-friendly place.

With Tenkai, you can:

👩‍💻 Skip development: No need to hire devs or maintain scrapers
📊 Get structured, Excel-ready data: Instantly usable in your dashboards or front-end
🔄 Automate updates: Run extractions on-demand or via automation
🌍 Scale fast: Extract from hundreds or thousands of sources simultaneously

Use cases include:

Real estate listing aggregators
Crypto project directories
Online course comparison platforms
Restaurant and food guide portals

🛠 Step-by-Step: Build Your Aggregator in Minutes

Here’s how easy it is with Tenkai:

1. Upload Your URL List

Prepare an Excel/CSV file with all the URLs you want to scrape. These could be search results, listing pages, individual product links, etc.

2. Define Your Schema

Tenkai asks: "What do you want to extract?" You simply specify the fields like:

Name / Title
Description
Price
Images
Ratings / Reviews

3. Hit Extract

Sit back. Tenkai uses AI to navigate through each URL, extract only the data you need, and handle dynamic loading, bot protection, and inconsistent formats.

4. View & Download

Get your data in a clean, tabular format that you can:

Download to Excel or CSV
Upload to Airtable, Notion, or your backend
Display on your website using a CMS

⚡ Real-World Example: Curated AI Tools Directory

Let’s say you want to build a site like FutureTools.io — but for AI tools in a specific language or industry (e.g., Healthcare, Finance, Education).

You can:

Collect 500 URLs of AI tools from blogs, Twitter, Reddit, Product Hunt, etc.
Use AI Extract to pull fields like Tool Name, URL, Category, Description
Export the data to Airtable
Embed the database on a Webflow or Framer site

Boom — you’ve just launched a data-rich product, without any dev.

🎯 Final Thoughts

You no longer need to choose between expensive web scraping devs or slow manual research. With Tenkai, you can:

Launch niche platforms in days
Collect market insights from real-time data
Create valuable content experiences for your audience

✅ No code. No proxies. Just AI.

🔗 Ready to build your aggregator?

Try Tenkai AI Extract and start turning URLs into structured value.