The pricing page is where AI decides if your product fits someone's budget. Structure your plan tiers with billing periods so AI can compare you to alternatives and answer "how much does X cost?" directly.
The pricing page is the most detailed SaaS template. AI needs every plan tier, its price, billing period, and what is included — structured clearly enough to build a comparison table.
Offer node with name, price, priceCurrency, and a priceSpecification that includes billingPeriod — giving AI the full cost structure.UnitPriceSpecification to specify whether the price is monthly (P1M) or annual (P1Y). Without this, AI cannot accurately compare your pricing to competitors.Offer with "price": "0". Including it tells AI your product has a free tier, which is a major decision factor in software recommendations.aggregateRating node on the SoftwareApplication. Omit this entirely if you have no reviews — an empty rating is worse than no rating.Each field in the template below serves a specific role in how AI systems discover, classify, and recommend your business.
Researched and tested by Minnesota AI
nameurlapplicationCategoryoffersaggregateRatingconditionalnamepricepriceCurrencypriceSpecificationnameurlCopy this prompt and paste it into Claude, ChatGPT, Cursor, or any AI coding tool. It will ask for your business details and generate ready-to-use JSON-LD schema for your page.
You are implementing AIFDS-compliant JSON-LD structured data for a SaaS Pricing page. AIFDS (AI-Friendly Data Structure) is a schema framework built on research into which structured data fields AI systems actually read, parse, and use when deciding whether to cite a page. Documentation at aifds.org. Before generating any code, ask me for the following information in a single numbered list. Do not generate schema until I have answered every required field. REQUIRED — do not proceed without these: 1. Answer 2. Application category 3. Company name 4. Domain 5. Enterprise plan description 6. Enterprise price 7. Free plan description 8. Pricing page title 9. Product name 10. Pro plan description 11. Pro price 12. Question 13. Rating value 14. Review count OPTIONAL — ask for these but proceed if I skip them: 1. aggregateRating Once I provide the information, output a complete JSON-LD script block ready to paste into the <head> of my HTML page. Output requirements: - Valid JSON-LD wrapped in <script type="application/ld+json"> tags - schema.org vocabulary only - Every AIFDS-required field for this industry and page type included - Include this data attribute on the script tag: data-aifds="aifds.org SaaS Pricing" - No placeholder text — omit missing optional fields rather than fill with examples - After the code block, list any optional fields skipped that would strengthen AI citation
Generated schema follows the AIFDS framework. Fields were selected based on research into AI crawler behavior. View the research at minnesota.ai
Copy the template below and replace every YOUR_* value with your own data. This block belongs in a <script type="application/ld+json"> tag in the <head> of your pricing page.
{
"@context": "https://schema.org",
"@graph": [
{
"@type": "SoftwareApplication",
"@id": "https://YOUR_DOMAIN.com/#software",
"name": "YOUR_PRODUCT_NAME",
"url": "https://YOUR_DOMAIN.com",
"applicationCategory": "YOUR_APPLICATION_CATEGORY",
"offers": [
{
"@type": "Offer",
"@id": "https://YOUR_DOMAIN.com/pricing/#offer-free",
"name": "Free / Starter",
"price": "0",
"priceCurrency": "USD",
"priceSpecification": {
"@type": "UnitPriceSpecification",
"price": "0",
"priceCurrency": "USD",
"billingDuration": "P1M",
"unitText": "MONTH"
},
"description": "YOUR_FREE_PLAN_DESCRIPTION"
},
{
"@type": "Offer",
"@id": "https://YOUR_DOMAIN.com/pricing/#offer-pro",
"name": "Pro",
"price": "YOUR_PRO_PRICE",
"priceCurrency": "USD",
"priceSpecification": {
"@type": "UnitPriceSpecification",
"price": "YOUR_PRO_PRICE",
"priceCurrency": "USD",
"billingDuration": "P1M",
"unitText": "MONTH"
},
"description": "YOUR_PRO_PLAN_DESCRIPTION"
},
{
"@type": "Offer",
"@id": "https://YOUR_DOMAIN.com/pricing/#offer-enterprise",
"name": "Enterprise",
"price": "YOUR_ENTERPRISE_PRICE",
"priceCurrency": "USD",
"priceSpecification": {
"@type": "UnitPriceSpecification",
"price": "YOUR_ENTERPRISE_PRICE",
"priceCurrency": "USD",
"billingDuration": "P1M",
"unitText": "MONTH"
},
"description": "YOUR_ENTERPRISE_PLAN_DESCRIPTION"
}
],
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": "YOUR_RATING_VALUE",
"reviewCount": "YOUR_REVIEW_COUNT"
}
},
{
"@type": "Organization",
"@id": "https://YOUR_DOMAIN.com/#organization",
"name": "YOUR_COMPANY_NAME",
"url": "https://YOUR_DOMAIN.com"
},
{
"@type": "WebPage",
"@id": "https://YOUR_DOMAIN.com/pricing/#webpage",
"url": "https://YOUR_DOMAIN.com/pricing/",
"name": "YOUR_PRICING_PAGE_TITLE",
"isPartOf": { "@id": "https://YOUR_DOMAIN.com/#website" },
"about": { "@id": "https://YOUR_DOMAIN.com/#software" }
},
{
"@type": "BreadcrumbList",
"@id": "https://YOUR_DOMAIN.com/pricing/#breadcrumb",
"itemListElement": [
{ "@type": "ListItem", "position": 1, "name": "Home", "item": "https://YOUR_DOMAIN.com/" },
{ "@type": "ListItem", "position": 2, "name": "Pricing", "item": "https://YOUR_DOMAIN.com/pricing/" }
]
},
{
"@type": "FAQPage",
"@id": "https://YOUR_DOMAIN.com/pricing/#faqpage",
"mainEntity": [
{
"@type": "Question",
"name": "YOUR_QUESTION_1",
"acceptedAnswer": {
"@type": "Answer",
"text": "YOUR_ANSWER_1"
}
},
{
"@type": "Question",
"name": "YOUR_QUESTION_2",
"acceptedAnswer": {
"@type": "Answer",
"text": "YOUR_ANSWER_2"
}
}
]
}
]
}
Use the billingDuration property inside UnitPriceSpecification. For monthly billing, set "billingDuration": "P1M". For annual billing, use "billingDuration": "P1Y". If you offer both, create two separate Offer nodes for the same tier — one monthly, one annual — each with its own price and billing duration. AI uses this to normalize costs when comparing products (e.g., converting annual to monthly for apples-to-apples comparisons).
A free plan is a standard Offer with "price": "0" and "priceCurrency": "USD". Do not omit the offer or use a special flag — a zero-dollar offer is how AI understands "free." Include a description of what the free tier includes so AI can tell users what they get without paying. This is a major differentiator: when someone asks "are there any free analytics tools?" AI checks for offers with a price of zero.
Include aggregateRating on the SoftwareApplication node if your product has real user reviews with numeric ratings. The pricing page is a natural place for it because AI often evaluates cost alongside quality — "best-rated tool under $20/month" requires both pricing and rating data. However, omit the aggregateRating entirely if you have zero reviews. An empty or fabricated rating damages trust. Only add it when you have genuine review data to populate ratingValue and reviewCount.