Reviews, ratings, product catalogs and pricing — collected at scale across Amazon, Walmart, Target and 1,000+ retailers, and delivered clean and structured. TagX is the managed data-supply layer that feeds voice-of-customer platforms, market-research teams and in-house ecommerce analytics — via API or straight into your Snowflake, BigQuery or S3.
{
"asin": "B0CX23V2ZK",
"title": "Vitamin C Serum 30ml",
"brand": "GlowLab",
"category": "Beauty > Skincare",
"price": 24.99,
"list_price": 32.00,
"rating_avg": 4.6,
"rating_count": 18432,
"rating_breakdown": { "5": 71, "4": 18, "3": 6, "2": 2, "1": 3 },
"bsr": 142,
"review": {
"stars": 5,
"verified": true,
"date": "2025-07-14",
"variant": "30ml / Single",
"text": "Cleared my dark spots in 3 weeks...",
"helpful_votes": 214
},
"source": "amazon.com",
"collected_at": "2025-07-18T06:12:00Z"
}The platforms and teams turning reviews and product data into intelligence shouldn't be stuck maintaining scrapers. TagX is the managed data-supply layer behind them — powering the analytics, not competing with it.
Feed your NLP and sentiment models with full-text reviews, ratings and Q&A at scale — the raw material behind VoC, CX and product-feedback insights. We supply the data so your team ships analytics, not scrapers.
Track assortment, pricing, ratings and share-of-shelf across categories and geographies for syndicated reports and brand tracking — with historical backfill and repeatable, panel-grade feeds.
Give your data scientists clean competitor and marketplace data piped straight into the warehouse — no scraping infrastructure to build, maintain or defend against blocks.
Already running a VoC, review-analytics or consumer-insights platform? We can white-label the data pipeline behind it, so you scale coverage without scaling headcount.
From full-text reviews for sentiment and VoC analysis to pricing and rank for competitive intelligence — schema-stable, deduplicated and mapped to your fields.
Need a custom schema or a field that isn't listed? We map collectors to your spec.
Request a sample datasetWe normalize every source into the same structured format, so a review from Amazon and a review from Walmart land in your warehouse with identical fields. Don't see a retailer? It becomes a custom source as part of your engagement.
You focus on models, dashboards and insights. We handle collection, unblocking, parsing and QA, and land the data wherever your team already works.
Query products, reviews and pricing on demand with an X-API-Key. Clean JSON, ready to parse.
Loaded directly into Snowflake, BigQuery or Redshift — query-ready, no ETL on your side.
Dropped into Amazon S3, Google Cloud Storage or Azure Blob on the schedule you set.
Push near real-time updates to your endpoint, or schedule recurring batch feeds.
Bulk historical review and price history for training, plus ongoing incremental refreshes.
Field names and structure mapped to your existing tables — JSON, CSV, Parquet or NDJSON.
Deduplicated, validated and schema-stable. Fewer nulls and broken records means cleaner sentiment scores and fewer pipeline surprises.
Millions of products and billions of reviews across 1,000+ sources and every major geography and category.
Deep historical backfill to train models, plus daily or near real-time refreshes to keep insights current.
Only publicly available data, collected as a managed service and structured around your legal requirements.
No proxies, unblocking or scraping team to fund. Pay per record or per feed — you invest in analytics, not acquisition.
A dedicated team owns your feeds. When a site changes, we fix it — your dashboards never go dark.
Tell us the sources, categories and fields you need and where it should land. We'll send a free sample dataset and a transparent per-record quote — usually within a couple of business days.
From the first consultation to ongoing delivery, everything is completely managed by our engineering team.
Extract data at scale from websites across the globe. We bypass regional restrictions to deliver localised, market-relevant intelligence wherever your business operates.
Receive validated, structured data ready to plug directly into your systems or APIs — no manual cleaning, no reformatting, no friction.
Our pipelines run around the clock with proactive monitoring and dedicated support, so your data streams stay live, accurate, and uninterrupted.
