Product Data · Catalog Enrichment

Your products exist. Now give them the data that sells.

Wildcard enriches your product catalog at scale — generating descriptions in your brand voice, extracting attributes from product images, and pushing structured data directly into your ecommerce platform. No more bare-bones listings. No more content backlog.

Product data keeps getting deprioritized

Most ecommerce teams know their product catalog needs better data. But the ROI is hard to prove with soft metrics, teams are already stretched thin, and enriching thousands of products is a massive time sink. Meanwhile, the cost of thin product data keeps growing.

Thousands of products, missing data

Many product listings have nothing but a title, a price, and a photo. Some only have a style code and a release date. That's not enough for shoppers or search engines — and it's invisible to AI.

AI can't recommend what it can't read

ChatGPT, Gemini, and Perplexity are becoming real product discovery channels. But when a product listing only has 2 attributes visible to AI, it's invisible for most search queries.

Manual enrichment doesn't scale

Hiring writers or grinding through product data internally takes months, costs a fortune, and the backlog never actually gets cleared. New products keep arriving faster than data gets filled in.

Generic AI tools produce generic output

Pasting product names into ChatGPT gets you boilerplate copy that doesn't match your brand voice, misses attributes, and still requires manual formatting and uploading.

Complete product data, generated and pushed into your platform

Wildcard takes your existing product catalog — however bare-bones — and enriches it with everything that's missing.

Brand-Voice Descriptions

Product copy that reads like your team wrote it — not generic AI boilerplate. One retailer reviewing a generated Nike shoe description said it "read like something Nike could have written."

Image Intelligence

Wildcard looks at your product photos to extract material, colorway, fit, style, and dimensions. For unique, vintage, or dead stock products with no external data match, image intelligence is the primary source.

Structured Data & Attributes

Extracted attributes and schema push directly into your ecommerce platform — including native Shopify metafields and metaobjects. No CSV exports, no copy-pasting.

Collection Copy, Blogs & FAQs

Alongside your product data, Wildcard auto-generates collection page copy, blog posts, and FAQ sections to round out your catalog content.

AI Search Visibility

Content is structured to be readable by ChatGPT, Gemini, AI Overviews, and Perplexity — not just traditional search engines. One brand's product page had only 2 attributes visible to ChatGPT before Wildcard.

Automated for New Products

An API triggers content generation whenever a new product goes live. Every new drop ships with complete descriptions and attributes from day one — no manual intervention required.

How it works

From audit to automation in four steps

1

Audit

Wildcard scans your product catalog the way an AI model would — ChatGPT, Gemini, Perplexity — identifying what's missing or invisible to AI. You see exactly where your product data has gaps.

2

Generate

Using image intelligence and universal product identifiers, Wildcard generates descriptions, attributes, and structured data for every product in your catalog — even ones with nothing but a style code and release date.

3

Review & approve

Your team reviews the generated content and approves it to push live. Data integrates directly with your ecommerce platform — including native Shopify support — and persists even if you change tools.

4

Automate going forward

Once connected, new products get enriched automatically. No more content backlog — every product listing is complete the moment it goes live.

Built for ecommerce brands that need complete catalogs

Brands with thin or empty product data

Retailers who've never had the time, budget, or headcount to write descriptions and fill in attributes across their full catalog. Wildcard fills in what's missing at scale.

High-volume product launchers

Stores dropping new products regularly that need complete product data on arrival — not weeks later when someone finally gets around to writing it.

Brands with evergreen catalogs

Staple products that need descriptions kept fresh and continuously optimized as search behavior and AI models evolve.

Not another AI writing tool

Wildcard is purpose-built for retail and ecommerce. The difference shows in the output.

Sees your products, not just text

Image intelligence extracts attributes directly from product photos. It doesn't just scrape existing text — it actually looks at what's in the image.

Writes like your brand, not like a bot

Output matches your brand voice. A retailer reviewing a generated shoe description said it “read like something Nike could have written.”

Native platform integrations

Structured data pushes directly into your ecommerce platform — with native Shopify metafield support and API access for other systems. No exports, no reformatting, no developer time.

Optimized for AI discoverability

Content is structured so ChatGPT, Gemini, AI Overviews, and Perplexity can read, understand, and recommend your products — not just traditional SEO.

Frequently asked questions

What exactly does Wildcard generate for my products?

Wildcard generates product descriptions in your brand voice, extracts product attributes (material, colorway, fit, dimensions, etc.) from images and product identifiers, and creates structured schema and metadata. It also generates collection page copy, blog content, and FAQs. All enriched data integrates directly with your ecommerce platform.

Does Wildcard replace my existing product pages?

No. Wildcard enriches the product data you already have. If a listing only has a title and a photo, Wildcard fills in descriptions, attributes, and structured data. Your existing content stays intact — Wildcard adds what's missing.

How does image intelligence work?

Wildcard analyzes your product photos to extract attributes like material, color, pattern, fit, and style. This is especially valuable for unique, vintage, or dead stock products where there's no external data source to pull from — the images themselves become the primary source of truth.

Will the content sound like generic AI writing?

No. Wildcard is trained to write in your brand's voice, not in a generic AI tone. The output reads like something your team would write. A retailer reviewing a generated Nike shoe description said it "read like something Nike could have written."

Which ecommerce platforms does Wildcard integrate with?

Wildcard has native Shopify integration — pushing structured data directly into metafields and metaobjects. The platform also works with other ecommerce systems through its API. Contact us to discuss your specific setup.

What happens when I add new products?

Once set up, an API triggers content generation automatically whenever a new product goes live. Every new drop ships with complete descriptions and attributes from day one — no content backlog.

Why does AI search visibility matter?

AI shopping assistants like ChatGPT, Gemini, and Perplexity are becoming real product discovery channels. But they can't recommend products they can't read. If your product data is thin — one brand had only 2 attributes visible to ChatGPT — those products are invisible to AI-driven shopping. Wildcard makes sure every product is readable and recommendable.

How is this different from a generic AI writing tool?

Generic AI tools produce text. Wildcard is purpose-built for retail and ecommerce: it extracts attributes from images, understands product identifiers, generates structured data (not just copy), and pushes everything natively into your ecommerce platform. The output isn't just descriptions — it's a complete product data layer.

How long does it take to enrich my catalog?

Most brands see their first enriched products within days of connecting. Catalog size determines overall timeline, but because the process is automated, even catalogs with thousands of products move quickly compared to manual content creation.

Do I need a specific Shopify plan?

Wildcard works with any Shopify plan that supports metafields and metaobjects. If you're on another platform, contact us to confirm compatibility with your specific setup.

Your catalog has the products. Wildcard gives them a voice.

Stop putting off product data enrichment. Fill in your entire catalog with descriptions, attributes, and structured data — and make every product discoverable by AI.

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