AI Product Matching
for E-commerce
Our AI pairs your SKUs with competitor listings across retailers and marketplaces — even when EAN data is missing and titles, images, or attributes disagree.
AI Product Matching Across Messy Catalogs
Product Matching pairs your catalog with competitor listings — combining title, image, attributes, variants, and seller context into a single confidence-scored match.
Image-Based Matching
Compare product images side-by-side using vision AI to confirm visual similarity beyond text.
Attribute Scoring
Score brand, color, pack size, model, and variant against competitor listings to confirm pairs.
Variant Awareness
Distinguish color, size, edition, and bundle variations so prices are compared like-for-like.
Cross-Retailer Pairing
Pair products across marketplaces and direct retailers — Amazon, Trendyol, Otto, Zalando, and more.
Confidence Scoring
Every match ships with a confidence score so teams know which pairs are verified and which need review.
Human-In-Loop Review
Borderline matches enter a review queue with reasoning shown side-by-side for fast approval.
Title Similarity
NLP models score product titles across languages, ignoring noise like seller suffixes and channel-specific tags.
Vision Matching
Vision AI compares product images and verifies visual similarity even when angles, backgrounds, or crops differ.
Attribute Fingerprinting
Brand, model, color, size, and pack data extracted from messy descriptions into a clean fingerprint.
Variant Disambiguation
Tell apart size, color, and edition variants so price comparisons stay apples-to-apples.
Confidence Scoring
Every match has a numeric score with reasoning — sort, filter, and approve by confidence threshold.
Review Workflow
Send borderline pairs to a human reviewer with side-by-side context, attribute diffs, and approve/reject actions.
How AI Product Matching Works
The matching engine ingests competitor catalogs, scores each candidate against your SKU on multiple signals, and surfaces a verified pair you can trust.
Ingest Catalog
Ingest Catalog
Crawl competitor product pages and ingest titles, images, attributes, prices, and seller context.
Score Candidates
Score Candidates
AI scores each candidate against your SKU using title NLP, image vision, and attribute fingerprinting.
Disambiguate Variants
Disambiguate Variants
Identify the exact color, size, and edition variant so price comparisons are like-for-like.
Verify Pair
Verify Pair
High-confidence pairs lock in automatically; borderline ones enter a human review queue with reasoning shown.
From Raw Catalog to Verified Pair in Seconds
Senkrondata
Product Matching Use Cases
Reliable matching unlocks every other module — pricing, shelf, alerts, and ads all depend on confident pairs across messy catalogs.
Pair products across every retailer
Match your SKUs to competitor listings across Amazon, Trendyol, Otto, Zalando, and direct stores.
Compare assortments without barcodes
Pair your assortment to competitor catalogs even when EAN, GTIN, or MPN data is missing or inconsistent.
Detect duplicates and variants
Distinguish color, size, and edition variants and surface duplicate listings across sellers.