Use Case — SEO & GEO

Product data that ranks — and gets found by AI.

Search engines and AI discovery platforms reward structured, accurate, complete product data. Prodigy AI enriches your catalogue with SEO-optimized content and schema.org markup so every product ranks on Google and gets surfaced by LLMs, voice assistants and AI-powered search.

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The visibility problem

Incomplete product data is invisible — to everyone.

Search engines and AI platforms are raising the bar. Thin descriptions, missing attributes and absent structured data mean your products don't rank on Google — and don't get cited by AI-powered discovery engines.

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Thin content penalized by Google

Sparse descriptions, missing attributes and duplicate copy drag down your organic rankings. Search engines need substance — stubs don't convert and don't rank.

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AI search bypasses unstructured data

LLMs and AI discovery platforms prioritize structured, factual product data. If your catalogue isn't organized and schema-marked, it won't be cited — regardless of how good the product is.

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Schema.org at scale is unfeasible manually

Adding accurate Product schema markup to thousands of SKUs by hand is a project no team can realistically sustain — leaving your catalogue without rich snippets or AI-readable structure.

How Prodigy AI helps

One enrichment run. SEO-ready and GEO-ready.

SEO-ready content

Titles, descriptions and metadata that search engines reward.

Prodigy generates professional, keyword-rich product descriptions and meta titles built on authoritative source material — not AI hallucinations. Every text is accurate, unique and optimized for organic visibility.

Unique, conversion-optimized product descriptions per SKU

SEO titles and meta descriptions aligned with real search demand

No duplicate content across your catalogue

Content grounded in authoritative manufacturer sources

Before

Thin copy, no keywords, duplicate text

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Prodigy AI enrichment

Unique, rich, keyword-optimized

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After

Ranking, converting, AI-visible

GEO-ready structured data

schema.org markup generated automatically for every product.

Prodigy AI outputs Product schema.org JSON-LD for every enriched SKU — including name, description, brand, GTIN, offers, images and technical attributes. This makes your products eligible for Google rich snippets and discoverable by AI-powered platforms that rely on structured data to surface products.

schema.org Product markup for every SKU, automatically

Rich snippet eligibility: price, availability, brand, ratings

Structured data for AI-powered discovery platforms

LLM-ready content format, future-proofed for evolving search

"@type": "Product",
"name": "Ball Valve DN50",
"brand": "...",
"gtin": "4012345678901",
"offers": {
"@type": "Offer",
"availability": "InStock"
},
"additionalProperty": [
DN, PN, Material...
]

What you gain

Visibility across every search surface.

Google Search

Higher organic rankings and rich snippets
Complete, unique descriptions and schema.org markup unlock rich results — price, availability, brand — directly in the SERP.

AI Search (GEO)

Cited by Perplexity, ChatGPT, Google AI Overviews
AI-powered platforms surface products from structured, factual sources. Prodigy-enriched data is formatted to be cited rather than skipped.

Voice Search

Discoverable by voice assistants
Structured attributes and clear descriptions match the natural-language queries used in voice search, expanding your discoverability surface.

Marketplaces

Better placement on Amazon, Google Shopping and beyond
Complete GTINs, structured attributes and clean descriptions improve product ranking and buy-box eligibility across all major marketplaces.