Product Matching
Map your products to competitors' - across variants, bundles, and private labels - so every price and assortment comparison is apples to apples.
exact matchesfuzzy (pack / weight / qty)private-labelcross-region variantsconfidence scoresnormalized taxonomy
matching engine
1
Rule filtering
Category rules and brand maps.
2
AI candidates
NLP, taxonomy, vector similarity.
3
Human-in-the-loop QA
Reviews low-confidence matches.
4
Continuous learning
Verified matches train the next run.
4-stage
matching engine
Full-catalog
coverage, not sampled
Human-in-the-loop QA
on every edge case
Match types we handle
We run the pipeline, you get the data.
Exact matches
Cross-platform and multilingual.
Fuzzy logic
Pack size, weight, and quantity variants.
Private-label matching
White-label and store-brand SKUs, even without GTINs.
Configurable thresholds
Tuned per category, geography, and use case.
Who it's for
Built for teams who act on the data.
output · Grocery & q-commerce
REST API
BI feed
Dashboard
Custom
{
"your_sku": "PL-220",
"matched": "RIV-8891",
"type": "private_label",
"confidence": 0.96
}
normalized, deduped, and QA’d before it reaches you
FAQ
Frequently asked questions
See product matching on your data.
Tell us the platforms and coverage you need. We will show you a sample and a plan.