GEO & Schema Snippet Generator
Generate verified JSON-LD structured data tailored for Generative Engine Optimization (GEO). Get cited by ChatGPT Search, Perplexity, and Google AI Overviews.
⚙️ Product Schema Configuration
Structured linked data tells LLMs and search engines exactly what your SaaS does, how much it costs, and why users choose it.
AI engines frequently cite FAQ questions verbatim when answering user inquiries like "Is [Your SaaS] free?" or "How does security work?".
// Next.js App Router (app/layout.js or app/page.js)
export default function Page() {
const jsonLd = {
"@context": "https://schema.org",
"@graph": [
{
"@type": "SoftwareApplication",
"name": "QueryFlow AI",
"url": "https://queryflow.ai",
"description": "Autonomous natural language SQL query engine and schema observer for Postgres and Snowflake teams.",
"applicationCategory": "DeveloperApplication",
"operatingSystem": "Web, All",
"offers": {
"@type": "Offer",
"price": "49",
"priceCurrency": "USD",
"priceValidUntil": "2027-12-31",
"availability": "https://schema.org/InStock",
"category": "Freemium"
},
"featureList": [
"Natural language to verified SQL execution",
"Zero data storage — metadata-only query orchestration",
"Automated slow query diagnostics & index suggestions",
"Role-based data masking & SOC2 Type II compliance"
],
"publisher": {
"@type": "Organization",
"name": "QueryFlow Technologies Inc.",
"url": "https://queryflow.ai"
}
},
{
"@type": "Organization",
"name": "QueryFlow Technologies Inc.",
"url": "https://queryflow.ai",
"logo": "https://queryflow.ai/logo.png",
"description": "Autonomous natural language SQL query engine and schema observer for Postgres and Snowflake teams."
},
{
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "How does QueryFlow protect confidential production database credentials?",
"acceptedAnswer": {
"@type": "Answer",
"text": "QueryFlow operates entirely client-side or within your VPC through lightweight read-only proxy agents. Queries are generated using schema metadata only; raw customer table data never leaves your environment."
}
},
{
"@type": "Question",
"name": "Is there a free tier for individual developers?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Yes, QueryFlow offers a perpetual free tier supporting up to 3 database connections and 500 AI-assisted query generations per month."
}
},
{
"@type": "Question",
"name": "Which database engines are supported out of the box?",
"acceptedAnswer": {
"@type": "Answer",
"text": "We natively support PostgreSQL, MySQL, Snowflake, ClickHouse, BigQuery, and Supabase with zero setup overhead."
}
}
]
},
{
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://queryflow.ai"
},
{
"@type": "ListItem",
"position": 2,
"name": "QueryFlow AI",
"item": "https://queryflow.ai"
}
]
}
]
};
return (
<>
<script
type="application/ld+json"
dangerouslySetInnerHTML={{ __html: JSON.stringify(jsonLd) }}
/>
{/* Your page content */}
</>
);
}Why Generative Engine Optimization (GEO) Matters
Traditional SEO focuses on backlinks and keywords. GEO feeds LLM crawlers structured entity graphs so AI models can cite your product with complete accuracy.
Direct AI Model Citations
When users ask ChatGPT Search or Perplexity "What is the best tool for X?", LLM crawlers query high-confidence Schema.org SoftwareApplication graphs to summarize feature lists and pricing without hallucinating.
Conversational Q&A Snippets
Embedding structured FAQPage markup ensures answers to security, refund policies, and API integrations appear as verbatim rich answers in Google AI Overviews and conversational summaries.
Zero Crawler Misinterpretation
JavaScript-heavy single-page applications often confuse web scrapers. Clean JSON-LD scripts are parsed instantly upon raw HTML delivery, guaranteeing 100% indexing fidelity.
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