eCommerce Data Labeling Services for Product Catalogs, Attributes, and Visual Search AI

eCommerce Data Labeling Services

eCommerce Data Labeling Services

Ecommerce platforms depend on accurate product data to power search, recommendations, logistics, and advertising. AI systems trained on well annotated images and metadata can classify products, extract attributes, match variations, detect defects, and improve catalog consistency.DataVLab provides eCommerce data labeling services for online retailers, marketplaces, DTC brands, visual search companies, and retail media teams. Our annotators follow strict taxonomy rules, attribute definitions, and category guidelines aligned with your platform.We support product classification, attribute extraction, variation labeling, style tagging, defect detection, bounding boxes, segmentation, quality tagging, moderation, and duplicate detection.Quality control includes taxonomy checks, content validation, attribute verification, and multi level review.

Consistent product classification and attribute labeling across large catalogs.

Support for visual search, recommendation engines, and catalog automation.

Structured quality control ensuring taxonomy alignment and accurate metadata.

How DataVLab Supports eCommerce Catalog and Visual Search AI

We provide structured annotation workflows that improve product discoverability and catalog quality.

Product Classification

Product Classification

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Labeling products across complex taxonomies

We assign category labels for navigation, search, and filtering.

Attribute Extraction

Attribute Extraction

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Detailed labeling of product features

We extract color, size, material, compatibility, and more.

Product Image Annotation

Product Image Annotation

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Bounding boxes and segmentation

We annotate products, components, packaging, and accessories.

Duplicate and Variation Detection

Duplicate and Variation Detection

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Identifying related items

We detect duplicates and map product variations.

Image Quality Checks

Image Quality Checks

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Ensuring clean and usable visual data

We tag blurry, low resolution, or off brand images.

Defect and Damage Annotation

Defect and Damage Annotation

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Supporting quality control

We identify missing parts, scratches, dents, and defects.

Discover How Our Process Works

1

Defining Project

We analyze your project scope, objectives, and dataset to determine the best annotation approach.
2

Sampling & Calibration

We conduct small-scale annotations to refine guidelines, ensuring consistency and accuracy before scaling.
3

Annotation

Our expert annotators apply high-quality labels to your data using the most suitable annotation techniques.
4

Review & Assurance

Each dataset undergoes rigorous quality control to ensure precision and alignment with project specifications.
5

Delivery

We provide the fully annotated dataset in your preferred format, ready for seamless AI model integration.

Explore Industry Applications

We provide solutions to different industries, ensuring high-quality annotations tailored to your specific needs.

Upgrade your AI's performance

We provide high-quality annotation services to improve your AI's performances

Custom service offering

Up to 10x Faster

Accelerate your AI training with high-speed annotation workflows that outperform traditional processes.

AI-Assisted

Seamless integration of manual expertise and automated precision for superior annotation quality.

Advanced QA

Tailor-made quality control protocols to ensure error-free annotations on a per-project basis.

Highly-specialized

Work with industry-trained annotators who bring domain-specific knowledge to every dataset.

Ethical Outsourcing

Fair working conditions and transparent processes to ensure responsible and high-quality data labeling.

Proven Expertise

A track record of success across multiple industries, delivering reliable and effective AI training data.

Scalable Solutions

Tailored workflows designed to scale with your project’s needs, from small datasets to enterprise-level AI models.

Global Team

A worldwide network of skilled annotators and AI specialists dedicated to precision and excellence.

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Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted

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