Data Quality & Enrichment

Data Enrichment Services

Transform incomplete, inconsistent raw data into clean, complete, schema-ready records. We append missing fields, deduplicate, geocode, normalise and validate — at any scale.

Get Free Enrichment Sample Custom Extraction

99%+ Field Accuracy 1M–1B Record Scale 4.8/5 · 61 Reviews

Data Enrichment Capabilities

Whether you need a single field appended or a full dataset rebuilt, we handle it end-to-end.

Product Data Enrichment

Append missing product titles, descriptions, images, GTINs, brand names, category paths and technical specifications from trusted web sources.

Address Geocoding

Standardise postal addresses and append latitude/longitude coordinates, PIN codes, state/district data and delivery-zone flags for logistics and retail applications.

Deduplication

Detect and remove duplicate records across millions of rows using fuzzy-match and entity-resolution algorithms. Merge surviving records with confidence scores.

Schema Normalisation

Standardise inconsistent field names, value formats, currency symbols, units of measure and categorical taxonomies across multi-source datasets.

B2B Data Appending

Append company website, industry SIC code, LinkedIn URL, employee count and revenue band to B2B contact lists.

Data Validation

Validate emails, phone numbers, URLs, GTINs, PAN numbers and GST numbers in bulk with real-time verification APIs.

How It Works

Share Raw Data

Send any format — CSV, JSON, SQL, API endpoint. No fixed template required.

Enrichment Mapping

We identify gaps and map to our scraped sources and validation rules.

QC & Confidence Scoring

Automated + manual QC. Every record gets a field-level confidence score.

Delivery

Clean data back in your chosen format with a completeness report.

Frequently Asked Questions

What types of data can you enrich?

We enrich product data (missing images, descriptions, specs, categories), business data (addresses, phone numbers, websites), real estate data (geocodes, neighbourhood tags) and e-commerce data (GTINs, brand names, category paths).

What accuracy level do you guarantee?

We guarantee 99%+ field-level accuracy for structured enrichment tasks such as category normalisation and GTIN appending. For looser enrichments, we provide a confidence score per record.

Can you enrich data at scale — millions of records?

Yes. Our pipelines handle 1M–1B record batches. Pricing is volume-based. Contact us for a free enrichment on your first 10,000 records.

Do you support real-time enrichment via API?

Yes. We offer a real-time enrichment API for point-of-ingestion use cases — ideal for e-commerce platforms or CRMs that need to enrich records as they are created.