AI product matching

AI product matching that finds the same product

Different titles, photos, sizes or bundles? PriceIntel AI connects listings that are truly the same, so your price comparisons stay accurate.

  • Titles
  • Models
  • Variants
  • Pack sizes
  • Images
Your product

Wireless Earbuds Pro

  • Black
  • Gen 2
  • 2-pack

Wireless Earbuds Pro

  • Black
  • Gen 2
  • 2-pack
Strong match

Wireless Earbuds Pro

  • Black
  • Gen 1
  • 2-pack
Different generation

Wireless Earbuds Pro

  • Black
  • Gen 2
  • Single
Different pack size
AI product matching comparison: a catalog product shown against three competitor listings, where only the listing with the same generation and pack size is marked a strong match. Illustrative example.

Why matching is hard

The same product rarely looks the same everywhere.

Every retailer and marketplace writes its own titles, uses its own photos and splits variants differently.

Your catalog

Coffee Machine X200

  • Black
  • 110V
What differs out there
  • Titles
  • Images
  • Variants
  • Descriptions
Retailer listings

X200 Coffee Maker — Black X200 · 110V Same product

Coffee Machine X100 Black X100 · 110V Wrong model

Coffee Machine X200 (EU) X200 · 220V Wrong variant

One catalog product compared against three retailer listings that differ by title, image, model and voltage variant, with only one marked as the same product. Illustrative example.

Wrong match → wrong price comparison.

How it works

From your catalog to trusted matches.

  1. 01

    Add your catalog

    Your products become the reference.

  2. 02

    AI compares product details

    PriceIntel evaluates relevant product information such as title, model, variant, pack size and image.

  3. 03

    Review the best match

    The most relevant listings are connected for like-for-like comparison.

What gets compared

More than just matching product names.

A title on its own is a weak signal. Matching looks at the product details that actually decide whether two listings are the same thing.

Under review Wireless Earbuds Pro · Gen 2 · 2-pack
  • Title
  • Model
  • Variant
  • Pack size
  • Product details
  • Image

Match confidence 96% Strong match

Scores are per match, not a product-wide accuracy figure. The value shown is an illustrative example.

Matching analysis card: a product under review surrounded by the signals compared — title, model, variant, pack size, product details and image — with a per-match confidence score marking it a strong match. Illustrative example.

Why it matters

A small matching mistake can create a big pricing mistake.

Wrong match
Your product Headphones · Gen 2 · 2-pack $149
Compared with Headphones · Gen 1 · Single $99

Wrong comparison — you look 50% overpriced

Right match
Your product Headphones · Gen 2 · 2-pack $149
Compared with Headphones · Gen 2 · 2-pack $139

Like-for-like match — a real $10 gap

Compare the right products before comparing the price.

Get a Demo

Benefits

Better matches. Better pricing decisions.

01

Like-for-like comparisons

Compare equivalent products rather than similar-looking listings.

02

Messy catalogs handled

Different names, models, sizes and bundles become easier to connect.

03

Less manual matching

Reduce repetitive product-by-product checking.

04

Built for large catalogs

Use the same matching workflow across many products and channels.

Where it fits

Matching is the foundation of reliable price intelligence.

Workflow: your catalog feeds AI product matching, which connects competitor listings, whose prices, stock and promotions are monitored and presented as the PriceIntel market view.

When the product match is right, competitor pricing becomes meaningful.

FAQ

AI product matching FAQs

What matching does, what it compares and how much control your team keeps.

See it with your products

See which products PriceIntel can match for you.

Bring a few real products and see how PriceIntel connects them with comparable listings across your market.