Your data is
40% complete.
AI fixes the rest.

Enrichment Studio uses AI agents to find missing values, resolve conflicts, and improve attribute completeness across your entire catalogue — without your team touching a single row.

The Notes App for Power Users - Techbeta X Webflow Template
The Notes App for Power Users - Techbeta X Webflow Template
The Notes App for Power Users - Techbeta X Webflow Template
100%
Tasks completion rate
10M+
Capital raised

500

SKUs extracted per minute

8 sources

PDF, URL, image, text, web search + more

90-95%

Extraction accuracy
How it works

Extract from any source. Structure to any schema.

Five extraction modes — all producing the same structured output, mapped to your attribute schema.

📄

PDF extraction

Spec sheets, catalogues, instruction manuals, CE certificates. AI reads tables, bullet points, and prose — then maps extracted values to your schema.

🔗

URL scraping

Paste a product page URL. AI extracts attributes from the page content, meta fields, and structured data — no scraper configuration needed.

🌐

Web sourcing

No source file? No problem. AI agents search the web using Gemini or OpenAI to find authoritative product data and extract attributes automatically.

🖼️

Image extraction

Product images and packaging shots. AI reads visible specs, labels, and copy from photos — useful when no structured content exists.

📝

Text extraction

Raw text blobs, copy-pasted descriptions, or unstructured data fields. AI parses natural language and extracts structured attribute values.

PDF EXTACtion

Spec sheets weren't designed to be parsed. AI doesn't care.

Most product data is locked inside PDF spec sheets. Tables, bullet lists, footnotes, multi-column layouts — AI reads them all and pulls out structured values mapped to your attribute schema.

Reads tables, lists, paragraphs, and mixed layouts
Handles multi-page documents and catalogues
Extracts multiple products from a single document
Maps extracted values to your schema automatically
Flags ambiguous extractions for human review
Url scraping

All product page URL is all you need

Paste a manufacturer or supplier product page URL. AI reads the page — structured data, visible text, meta fields — and maps it to your schema. Works on any product page, any domain, no scraper config.

Extracts from any publicly accessible product page
Reads JSON-LD and schema.org structured data when present
Falls back to visible page content when structured data is absent
Batch mode — submit a list of URLs, get all products back
Handles redirects, popups, and dynamic content gracefully
Web sourcing

No source file? Let AI find the data for you.

When you don't have a PDF, URL, or image on hand, web sourcing fills the gap. AI agents search the open web using Gemini or OpenAI to find manufacturer pages, distributor listings, and spec databases — then extract and map attributes to your schema automatically.

Powered by Gemini Search or OpenAI Web Search — your choice
Searches multiple authoritative sources per product
Cites the source URL for every extracted value
Ideal for catalogue gaps, new SKUs, or hard-to-source specs
Confidence scoring flags low-certainty attributes for review
Schema mapping

Extracted data maps to your schema. Not theirs.

Every extraction maps to your attribute schema — not the source's field names. "Input voltage" becomes "Voltage." "Weight (without battery)" becomes "Weight." No manual mapping required.

Auto-maps extracted values to your schema attributes
Normalises units and formats during extraction
Confidence score per mapped attribute
Low-confidence mappings go to review queue
Override or add custom mapping rules anytime
also in enricment & content

Explore the full platform

Enrichment & Content is one of three pillars.

Enrichment & content

Enrichment Studio

Fill gaps, resolve conflicts, and score completeness across your entire catalogue.th

Explore →
Enrichment & content

Product Data Extraction

You're here.

Enrichment & content

Content Generation

Turn extracted attributes into publish-ready product descriptions with AI.

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Source onboarding

Import & Spreadsheets

When the data comes in as a file — AI maps and structures it before extraction kicks in.

Explore →
Data structure

Schema & Attributes

Define to extract before you extract it -- AI Generated schemes for any category

Explore →

See extraction on your own products

Book a 30-minute demo. Bring a PDF spec sheet or product URL — we'll extract it live.

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Built for e-commerce teams who are done doing it by hand.