Wayfair WANDS
wayfair
Human-labeled search relevance data connecting home-furnishing queries with Wayfair products.
Open license stated
CSV · Repository files
Ecommerce data & custom services
Find the data.
Move your business forward.
Find data sources for product research, search, recommendations and demand analysis. Need data tailored to your business? Discuss a custom dataset with us.
START WITH A BUSINESS QUESTION
Make product search more relevantWayfair WANDS · Queries + relevance labels →Understand the next shopping actionOTTO · Clicks, carts + orders →Connect product images and metadataAmazon Berkeley Objects · Multimodal data →Explore retail demand forecastingM5 · Sales + calendar + prices →Find relevant data sourcesCompare uses and coverageDiscuss a custom data project
Explore by data type
From product discovery to purchase behavior. Adjacent retail and advertising benchmarks are labeled in their descriptions.
A starting shortlist
Explore the possibilities.
OTTO Sessions
otto-de
An ecommerce interaction benchmark for predicting what a shopper will click, add to cart, or order next.
Open license stated
JSONL · External dependencies
Amazon Berkeley Objects
jazcollins
Product listings, imagery and 3D objects for learning product appearance and geometric representations.
Open license stated
CSV / JSON / images / glTF · External dependencies
AmazonQA
amazonqa
Product questions paired with answers and relevant review passages for evidence-grounded question answering.
Review required
JSONL · External dependencies
M5 Forecasting
Mcompetitions
Competition resources for studying retail demand forecasting with sales, calendar and price information.
Review required
CSV / competition resources · External dependencies
Shopping MMLU
KL4805
A multitask benchmark for language models across shopping knowledge, reasoning, behavior and languages.
Review required
CSV / JSON · Repository / linked release
Your next step
From a business question to a data plan.
01 — Define your question
Start with the decision you need to make: improve search, compare products, understand customers or explore demand.
02 — Explore relevant sources
Compare what each resource contains, where it may help and whether its coverage and usage terms fit your needs.
03 — Discuss what is missing
Need different fields, sources or a prepared dataset? Share your requirements so we can assess a custom project.
Personalized data services
Need data shaped around your business?
Discuss a product catalog, price and availability research, data cleaning or a research dataset tailored to your market. We assess sources and permissions, then agree the fields, output and delivery scope with you.
Research & analysis workflows
Put your data to work with AI skills.
Turn recurring research, data preparation and reporting tasks into a repeatable workflow. Explore ready-made AI skills or discuss a custom Agent Skill for your team.
Data enquiries
Start with your
commerce question.
Tell us the business question you want to answer and what you need to receive. If you already know the target market, sources, fields or deadline, include them so we can assess the next step.