Commerce GEO

When AI answers, your products get found first

A catalog cleaned up into data AI reads accurately lets AI search and shopping agents find your products and describe them correctly.

An AI assistant answer citing your product with sources

AI often can't find your products, and when it does, it gets them wrong

Generative search and shopping agents often fail to find your products. Even when they do, they often get the price or category wrong. Accurate data leads to accurate visibility.

Shinsegae Live Shopping
Shinsegae Duty Free
Shinsegae
Pulmuone
SK stoa
kt alpha shopping
Home&Shopping
ShoppingNT
Samsung Card
Samsung Electronics
W Shopping
POSCO IH
Hyundai Home Shopping
CJ ONSTYLE
Hyundai Home Shopping Plus Shop
CJ ONSTYLE Plus
aboutPet
Re:think
WENDY Media & Studios
Shinsegae Live Shopping
Shinsegae Duty Free
Shinsegae
Pulmuone
SK stoa
kt alpha shopping
Home&Shopping
ShoppingNT
Samsung Card
Samsung Electronics
W Shopping
POSCO IH
Hyundai Home Shopping
CJ ONSTYLE
Hyundai Home Shopping Plus Shop
CJ ONSTYLE Plus
aboutPet
Re:think
WENDY Media & Studios

What people see on the page and the data AI reads are different

Even a product page that looks rich can't serve as a source for AI answers if its category is wrong or its attributes are empty.

Existing catalog: the product page people see and the data AI read wrong

Product data AI reads wrong

  • Miscategorization and missing attributes left unfixed
  • Price and stock status differ across channels
  • Key information locked inside images
  • No way to check how AI reads it
Cleaned-up catalog: the same page, read accurately by AI

A catalog AI reads accurately

  • Empty attributes and categories filled in accurately
  • The same product grouped as one, with matching price and bundle
  • Information inside images turned into data AI can read
  • AI answers assessed and rechecked product by product

From assessment to cleanup and visibility management

Assess and fix how AI reads, compares, and chooses your products as a source.

AI readability assessment

Check how your current product data reads

From a single product URL, we check what AI reads now and what it gets wrong, and tell you what to fix first.

AI readability assessment report: overall score, scores by item, and the top 3 fixes

Product structuring

Scattered information, organized into consistent attributes

Scattered product information is organized into consistent attributes AI can read.

Flow extracting standard attributes from product names, descriptions, and images

Description enrichment

Empty descriptions get filled in

A one-line description is filled out enough to give AI a basis for describing the product.

Before and after: a one-line product description filled in with extracted attributes

Regular rechecks

AI answers checked again after cleanup

After cleanup, we recheck the same products regularly and fix anything new that goes wrong right away.

Recheck history: a table of AI answers changing from wrong to right after cleanup

Built on an understanding of both commerce data and how AI answers

Experience running big commerce catalogs delivers assessments and improvements you can act on.

DATA

An engine trained on 100 million products

  • Ecommerce product data built up over 14 years
  • Trained on Korean product names and descriptions
  • Our own category and attribute taxonomy
IN PRODUCTION

Running in production every day

  • Cleaning up multiple customers' catalogs every day
  • Infrastructure that processes millions of products
  • A track record of running without outages
ONE ENGINE

Clean up once, use it on every channel

  • Your site search and recommendations use it right away
  • The same data shapes how external AI presents your products
  • More channels, still one cleanup
FAST START

Start with a prototype in 3 business days

  • We show you results on your real data first
  • Sign only after checking metrics from a 100-product pilot (PoC)
  • Start without changing your existing systems

Frequently asked questions

Find answers to common questions before you get started.

Commerce GEO (generative engine optimization) is cleaning up your catalog so AI like ChatGPT and Gemini finds your products accurately and answers about them correctly. AI answers based on product data, so the more accurate the data, the more accurately your products appear in AI answers.

See it with your own products

Use your real data to see what changes before and after Commerce GEO.