Dataset Generator

@iannuttall // January 30, 2025 // 365 views

This dummy data generator will create a programmatic SEO dataset you can use for your business.

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Generate programmatic SEO landing pages at scale with our dataset generator

Building landing pages at scale is hard. Our tool helps you create the right data structure and sample content for programmatic SEO, whether you run a local business, SaaS company, marketplace, or ecommerce store.

What the tool does

The dataset generator creates structured data templates for large-scale landing page creation. Input your business type and it builds a custom schema with the right fields for your industry. It then generates sample data showing how to structure real content for programmatic SEO.

This helps you understand what data points to collect and how to format them for maximum impact. The goal is to give you a framework for building out your own high-quality, data-driven landing pages.

Custom schemas for every business

The tool creates different data structures based on your business type. For local businesses, it includes fields like service areas, pricing, and availability. SaaS companies get fields for features, integrations, and use cases. Ecommerce stores see product specs, variants, and comparison data.

Each schema is built to capture the info your specific customers need. No generic templates - just practical data structures that make sense for your industry.

Flexible URL patterns

The tool handles many URL patterns for programmatic SEO. Some examples:

  • Local business: /local/{city}/{service} or /best-{service}-in-{city}
  • Product pages: /compare/{productA}/{productB} or /{product}-alternatives
  • Directories: /directory/{city}/{category} or /best/{category}/{location}
  • Reviews: /reviews/{product}/{year} or /{brand}-vs-{competitor}
  • Guides: /{topic}-guide or /software/{tool}/pricing

These URL patterns let you create targeted landing pages that match search intent. The tool helps structure your data to fill these templates with real, valuable content.

Data that drives conversions

Our AI focuses on data points that help users make decisions. For a local business, this means service areas, response times, and specialties. For SaaS, it's pricing tiers, features, and integration options.

The sample data shows you how to format this info consistently. This structure helps you scale content creation while keeping quality high.

Export and customize

Get your data schema and samples in CSV format. Import into your CMS, spreadsheet, or database. The organized structure makes it easy to:

  • Update prices and features
  • Add new locations
  • Compare competitors
  • Track changes over time
  • Generate new pages automatically

FAQ

How many datasets can I generate?

The tool gives you 25 generations each day. Each dataset can have 5-15 rows of sample data. This lets you test different schemas and see what works best for your business type.

These samples help you plan your data collection strategy. Once you find a structure that works, you'll want to gather real data about your business, competitors, and market to fill out your actual landing pages.

What's included in the output?

You get a complete CSV file with custom data columns for your business type. This includes the column headers, data types, and sample entries formatted correctly for programmatic SEO.

The schema shows you what data to collect and how to structure it. Fields are named consistently and formatted for easy importing into most systems. Sample data demonstrates proper formatting and gives ideas for your own content.

How do I use this for my actual website?

The tool generates sample datasets to show you how to structure data for programmatic SEO. You'll need to replace the samples with real data about your business, products, or services.

Use the schema as a template, then gather accurate info about prices, features, locations, and other key details. The consistent structure helps you create high-quality landing pages at scale once you have your real data ready.

Will this work for my industry?

The tool adapts to many business types - local services, SaaS, ecommerce, directories, and more. It looks at your business description and creates relevant data fields that match how people search in your industry.

Different businesses need different data structures. A restaurant needs menu items and cuisine types. A SaaS company needs feature comparisons and use cases. The tool builds a custom schema that fits your specific needs.

Can I generate more than 15 rows of data?

The tool limits each generation to 15 rows to keep things manageable. But there's a simple way to get more data: copy the CSV output and paste it into your preferred AI chatbot. Ask it to generate more rows following the same schema and formatting. Modern AI models are good at understanding patterns and can create additional entries that match your data structure.

Keep in mind that AI-generated data is still just a starting point. You could use this method to build out a larger sample dataset for testing, but remember to replace all sample data with real, verified information before launching your pages. The goal is to understand the data structure and scaling patterns, then fill it with accurate content about your actual business, products, or services.

How accurate is the sample data?

The sample data uses realistic formats and ranges but should not be used as-is. It's meant to show you how to structure your own data collection.

Think of it as a template showing you what fields to track and how to format them consistently. You'll need to replace these examples with real data about your business, market, and customers.

Important note

This tool generates example datasets to demonstrate how programmatic SEO works at scale. The schemas and samples show you how to structure data for automated landing pages. However, you'll need to:

  • Collect real data about your business and market
  • Verify all information is accurate and up-to-date
  • Create high-quality content that adds value
  • Follow SEO best practices and guidelines
  • Test and optimize your landing pages

Use these samples as inspiration and templates, not as final content. The goal is to help you understand data-driven SEO and create better landing pages for your users.