14 AI Marketing Prompts for Structured Data Generation

Structured data is becoming increasingly important for digital marketers who want to improve their search visibility and create more machine-readable content. AI marketing prompts for structured data generation are specialized instructions that guide AI tools to create properly formatted data that search engines and other systems can easily interpret and use.

What Are AI marketing prompts for structured data generation? These are specific prompts designed to help marketers create schema markup, JSON-LD code, product feeds, and other structured formats that enhance SEO, improve rich snippet opportunities, and create better data organization. Unlike general content prompts, structured data prompts focus on creating machine-readable information that follows specific syntax and formatting rules while maintaining accuracy and relevance.

What are the Best AI Marketing Prompts for Structured Data Generation?

1. Product Schema Generator

The Prompt: "Create JSON-LD schema markup for a [product type] with the following details: name: [product name], price: [price], description: [description], availability: [in stock/out of stock], brand: [brand name], and image URL: [URL]."

When to Use It: When you need to add structured product data to e-commerce pages to improve search visibility and enable rich product results in search engines.

Variations:

• "Generate Product schema for a limited edition [product] with special offer pricing."
• "Create schema markup for a product bundle containing multiple items."

Additional Information Required: Complete product details including exact name, current price, full description, stock status, brand information, and a valid image URL.

2. Local Business Schema Creator

The Prompt: "Generate JSON-LD schema markup for a [business type] with business name: [name], address: [full address], phone: [phone number], hours: [operating hours], and services: [list of services]."

When to Use It: When setting up or optimizing a local business website to improve local search visibility and Google Business Profile integration.

Variations:

• "Create Local Business schema for a restaurant including menu URL and reservation information."
• "Generate schema markup for a service-area business that operates in multiple cities."

Additional Information Required: Business name, complete address with zip code, contact phone number, detailed operating hours for each day, and primary services offered.

3. FAQ Schema Builder

The Prompt: "Create FAQ schema markup in JSON-LD format for the following [number] questions and answers about [topic]." (Then list each Q&A pair)

When to Use It: When adding FAQ sections to web pages to improve search visibility and potentially earn FAQ rich snippets in search results.

Variations:

• "Generate schema markup for a troubleshooting FAQ section with technical questions."
• "Create FAQ schema for product-specific questions with accurate, detailed answers."

Additional Information Required: Complete list of questions and their corresponding answers, properly formatted and free of promotional language.

4. Event Schema Generator

The Prompt: "Generate JSON-LD event schema for [event name] taking place on [date] at [location] from [start time] to [end time] with ticket price: [price] and description: [description]."

When to Use It: When promoting events on your website to improve visibility in search and enable event rich results.

Variations:

• "Create schema markup for a virtual event with registration URL and online access details."
• "Generate event schema for a recurring weekly event series with multiple dates."

Additional Information Required: Event name, exact date and time information, venue details with address, ticket pricing options, and a compelling event description.

5. Recipe Schema Creator

The Prompt: "Create recipe schema markup for [recipe name] with prep time: [time], cook time: [time], total time: [time], ingredients: [list], instructions: [numbered steps], and nutrition facts: [details]."

When to Use It: When publishing recipe content to improve search visibility and enable rich recipe cards in search results.

Variations:

• "Generate schema markup for a video recipe with timestamps for each preparation step."
• "Create recipe schema with dietary restriction tags and alternative ingredient options."

Additional Information Required: Complete recipe details including accurate timing, full ingredients list with measurements, step-by-step instructions, and nutritional information.

6. Article Schema Builder

The Prompt: "Generate JSON-LD article schema for a [article type] titled [title], published on [date], author: [name], and description: [brief summary]."

When to Use It: When publishing news articles, blog posts, or editorial content to improve search visibility and organization.

Variations:

• "Create NewsArticle schema for a breaking news piece with headline and dateline."
• "Generate BlogPosting schema with featured image and category information."

Additional Information Required: Article title, publication date, author name and credentials, article summary, and content type classification.

7. Product Feed Generator

The Prompt: "Create a structured product feed in CSV format for [number] products with the following fields: id, title, description, price, availability, image_link, and product_type."

When to Use It: When preparing product data for shopping platforms like Google Merchant Center, Facebook Catalog, or Amazon.

Variations:

• "Generate a Google Merchant Center product feed with GTIN and MPN fields."
• "Create a Facebook product catalog feed with additional custom label fields."

Additional Information Required: Complete product database with all required attributes, properly formatted according to platform specifications.

8. Video Schema Creator

The Prompt: "Generate JSON-LD video schema for a [video type] titled [title], duration: [length], upload date: [date], description: [description], and thumbnail URL: [URL]."

When to Use It: When publishing video content to improve search visibility and enable video rich results.

Variations:

• "Create VideoObject schema for an instructional video with timestamps for key sections."
• "Generate video schema with closed caption file information and transcript URL."

Additional Information Required: Video title, exact duration, publication date, video description, thumbnail image URL, and embedded video URL.

9. Review Schema Generator

The Prompt: "Create JSON-LD review schema for a [product/service] with rating: [1-5], reviewer: [name], review text: [text], and date published: [date]."

When to Use It: When showcasing customer reviews to improve search visibility and potentially earn review rich snippets.

Variations:

• "Generate aggregate review schema showing the average rating from multiple reviews."
• "Create product review schema with pros and cons sections and verified purchase status."

Additional Information Required: Accurate rating value, reviewer name, detailed review text, publication date, and the specific item being reviewed.

10. Breadcrumb Schema Builder

The Prompt: "Generate JSON-LD breadcrumb schema for a page with the following navigation path: [Home > Category > Subcategory > Current Page]."

When to Use It: When improving site navigation structure and helping search engines understand your website hierarchy.

Variations:

• "Create breadcrumb schema for a product page with category and subcategory structure."
• "Generate breadcrumb markup for a nested content library with multiple levels."

Additional Information Required: Complete navigation path with accurate page names, URLs for each level, and proper hierarchical structure.

11. Job Posting Schema Creator

The Prompt: "Create JSON-LD job posting schema for a [job title] position at [company] with salary range: [range], location: [location], employment type: [full-time/part-time], and requirements: [list]."

When to Use It: When posting job openings to improve visibility in job search engines and Google for Jobs.

Variations:

• "Generate job posting schema for a remote position with location requirements."
• "Create schema markup for a contract job with project duration and milestone information."

Additional Information Required: Job title, detailed description, salary information, location details, employment type, required qualifications, and application instructions.

12. Organization Schema Builder

The Prompt: "Create JSON-LD organization schema for [company name] with logo URL: [URL], contact information: [details], social profiles: [list of URLs], and founding date: [date]."

When to Use It: When establishing entity information for your business to improve brand knowledge graphs and company information in search.

Variations:

• "Generate organization schema with department structure and key personnel."
• "Create corporation schema with stock symbol and investor information."

Additional Information Required: Company name, logo URL, complete contact information, social media profile URLs, founding date, and company description.

13. Person Schema Creator

The Prompt: "Generate JSON-LD person schema for [name] with job title: [title], employer: [organization], biography: [text], and social profiles: [list of URLs]."

When to Use It: When creating author pages, team member profiles, or personal websites to establish entity information.

Variations:

• "Create person schema for a public speaker with upcoming events and publications."
• "Generate schema markup for a professional with credentials and awards."

Additional Information Required: Full name, professional title, employer information, biographical information, social media profiles, and professional accomplishments.

14. Sitelinks Search Box Schema

The Prompt: "Create JSON-LD sitelinks search box schema for [website name] with domain: [domain] and search URL pattern: [URL pattern]."

When to Use It: When implementing a site search feature and wanting to enable a search box directly in search results for your site.

Variations:

• "Generate search box schema with advanced search parameter options."
• "Create sitelinks search schema with search suggestion functionality."

Additional Information Required: Website name, domain URL, search URL pattern with query parameter, and search functionality details.

Tips on How to Write AI Marketing Prompts for Structured Data Generation

1. Know the schema type requirements - Research the exact fields and format required for each schema type before writing your prompt.
2. Be precise with formatting requests - Specify the exact output format (JSON-LD, Microdata, RDFa) to ensure compatibility with your site.
3. Include validation instructions - Ask the AI to check for required fields and proper syntax to avoid implementation errors.
4. Start with templates - Begin with basic schema structures and customize them for your specific needs.
5. Use real examples - Provide sample data that matches your actual business information for more accurate results.
6. Specify nesting requirements - Clearly indicate when schemas should be nested within others (like Product within ItemList).
7. Request comments - Ask for explanatory comments in the code to help your team understand each section.
8. Include testing instructions - Request information on how to test the generated schema using Google's Rich Results Test or Schema.org validators.
9. Focus on mandatory properties - Prioritize required fields first, then add recommended properties for better rich results.
10. Keep up with schema changes - Regularly update your prompts as Schema.org standards evolve and search engines modify requirements.

How AirOps Aids Your Content Marketing & SEO

AirOps provides a powerful solution for marketers looking to streamline their structured data generation. The platform offers specialized templates and workflows specifically designed for creating schema markup and other structured data formats without requiring technical expertise.

With AirOps, you can:

• Access pre-built structured data templates for common schema types
• Generate consistent, error-free schema markup across your entire website
• Seamlessly update structured data when product information changes
• Collaborate with team members on structured data implementation
• Scale your structured data strategy across hundreds or thousands of pages

The platform's intuitive interface makes it easy to input your specific business information and automatically generate properly formatted structured data that search engines can interpret correctly. This helps improve your visibility in search results and increases your chances of earning rich snippets.

AirOps eliminates the common technical barriers that prevent many marketing teams from fully implementing structured data strategies. By simplifying the process of creating and maintaining structured data, AirOps helps you unlock the SEO benefits without needing to hire specialized developers.

Ready to transform your structured data strategy? Visit AirOps today to see how our platform can help you generate better search visibility through properly implemented structured data.