Crawlify
Retail & eCommerce Intelligence

Retail intelligence, verified per SKU. Across price, stock, reviews, brand.

Track changes across marketplaces, brand websites, reviews, and ad libraries with verified signals your team can trust.

A verified product record for wireless headphones — SKU, price and stock — beside the JSON it is delivered as
  • ScholarMeet
  • Scholar9
  • NationBuilder
  • HandyNation
  • ApricotLane

The Problem

Retail signals are only useful when they're verified. Most aren't.

A retail analyst comparing near-identical product boxes against a matching checklist, with mismatches flagged

Product matching breaks silently.

Every retail signal starts with the same question: is this the same product? SKU matching breaks on variant SKUs, bundle mismatches, and regional models. A pricing decision made on a bad match is a wrong decision. Most tools don't tell you when they got it wrong.

A buyer reviewing the same product across marketplaces, DTC storefronts and quick-commerce apps most tools never reach

SaaS tools cover the big marketplaces. Nothing else.

Amazon, Walmart, Flipkart. Every tool covers those. Your competitors aren't only there. DTC brands sell on Shopify. Quick commerce runs on Blinkit, Zepto, Instamart. Niche retailers matter for category managers. Ad creative sits in Meta's ad library. Full retail intelligence requires the sources your current tool skipped.

A retail team watching price, stock, review and ad signals move independently on a live board

Prices, stock, reviews, and ads all move independently.

A single alert about a price cut is noise. That same price cut, seen alongside a stockout, a review dip, and a new ad campaign on the same SKU, is a repositioning signal. Most retail tools track one dimension and miss the composite.

The Data Product

Verified retail signals. Structured, source-traceable, delivered decision-ready.

Every record carries the verifier ID, the timestamp, and the source URL. The audit trail is the SLA.

99.5% accuracy

Competitor pricing per SKU, MAP violations, promotional discounts, dynamic pricing patterns, currency-normalized comparisons.

    Provenance

    One verified record, end to end.

    Every record ships with the source URL, the capture timestamp, the verifier ID, and the field-level checks. That's provenance, not a promise. You can trace any signal back to what it was and when it was seen.

    Talk to us
    product_record.json
    {
      "sku": "SNY-WH1000XM5-BLK",
      "product_name": "Sony WH-1000XM5 Wireless Headphones",
      "brand": "Sony",
      "category": "Audio > Headphones",
      "gtin": "0027242923232",
      "marketplace": "amazon.com",
      "asin": "B09XS7JWHH",
      "current_price": "329.99",
      "compare_at_price": "399.99",
      "currency": "USD",
      "availability": "in_stock",
      "seller": "Amazon.com",
      "review_count": 12847,
      "rating": 4.6,
      "captured_at": "2026-07-28T14:32:11Z",
      "verifier_id": "hv-3742",
      "source_url": "https://amazon.com/dp/B09XS7JWHH",
      "verified_fields": ["price", "availability", "seller", "rating"]
    }

    Sources & Coverage

    We monitor the sources your current tools can't.

    Four tiers of coverage, US and India first-class. Cadence set per source, down to hourly where the category moves that fast.

    Tier 1: Major Marketplaces

    Table stakes. Every pricing tool covers them. So do we.

    MyntraBest BuyTargetMeeshoFlipkart
    WalmarteBayAmazonNykaa

    Tier 2: DTC & Brand Sites

    Marketplaces don't show DTC pricing. We monitor Shopify-powered DTC sites, brand.com pages, and headless commerce storefronts on your daily cadence, using our public Storefront API integration where available.

    Tier 3: Niche & Regional Retailers

    We provide comprehensive coverage across B2B distributors, regional eCommerce platforms, international marketplaces, and specialty retailers. For India, we also track quick commerce platforms including Blinkit, Zepto, Swiggy Instamart, BigBasket, and JioMart, delivering pincode-level pricing and availability with hourly updates.

    Tier 4: Ad & content sources

    Track insights from Meta Ad Library, TikTok Shop, sponsored marketplace placements, and influencer seeding campaigns. Uncover advertising strategies, campaign trends, and brand visibility across digital channels.

    Who it's for

    Built for the teams that run on retail data.

    A pricing team reviewing verified competitor prices across channels on a wall display

    Pricing & Revenue Teams

    Verified competitor data across every channel, not just Amazon. Feed your repricing engine with data you can trust.

    A brand manager reviewing MAP violation evidence packets with source URLs and timestamps

    Brand & MAP Compliance

    Violation detection across marketplaces, direct sellers, and DTC. Evidence packets with source URLs and timestamps ready for enforcement.

    Category managers comparing competitor launches, discontinuations and assortment shifts

    Category & Assortment Managers

    Competitive launches, discontinuations, category shifts. Structured data, not manual browsing.

    A data engineer monitoring a clean product-data pipeline on a dashboard

    eCommerce Data Teams

    Clean, verified data for your analytics platform, geographic and pincode granularity. Front-line data engineering handled.

    A research team building competitive benchmarks from structured product and pricing data

    Market Research & Consulting

    Structured product-level and pricing data for reports, benchmarks, and competitive dossiers.

    How It Works

    Four verbs. One engine.

    • Two colleagues scoping data sources and delivery format against a whiteboard plan

      Monitor

      The engine continuously watches any web source you name. Portals, marketplaces, PDFs, filings, review sites, ad libraries. Configurable per industry, per source, per cadence. Durable workflows that survive failure and keep running.

      Learn more
    • An extraction engine pulling structured records from websites, PDFs and APIs

      Detect

      AI classifies every observed change. Price movement, new listings, structural change, sentiment shift, filings, launches. Every classification carries a confidence score. Low-confidence records route to human review. Verified accuracy runs at 99.5% at the field level, with verifier ID and timestamp on every record.

      Learn more
    • An analyst running human QA over extracted records, flagging anomalies and confirming sources

      Correlate

      Detected signals join your live data. Your CRM, your warehouse, other Crawlify streams. Cross-signal correlation surfaces composite events. A price drop plus a new ad campaign plus a PDP rewrite reads as one repositioning signal, not three unrelated alerts.

      Learn more
    • Verified data delivered into a customer's stack via API, warehouse and spreadsheet destinations

      Act

      Signals become actions. REST API, webhooks, warehouse writes, CRM updates, workflow triggers, Slack routing. On your schedule, in your systems, source-traceable end to end.

      Learn more

    Stage 1 of 4: Monitor

    How It Compares

    Where Crawlify fits in your pricing stack.

    FeatureAlongside your existing pricing toolInstead of a SaaS pricing toolFor catalogs SaaS tools struggle with
    Best forTeams using Prisync, Wiser, or Competera who need broader coverage.Teams whose current tool covers 60% of what they need.Categories where SaaS tools don't have SKU coverage.
    What you getFeed Crawlify data into your existing tool via API, S3, or webhook. Fills coverage gaps without ripping and replacing.Full retail signal set — price, stock, reviews, brand, ads — verified per record.Custom SKU monitoring across whatever sources matter to your category.
    Key advantageNo workflow disruption. Verified data with per-record provenance.99.5% verified field accuracy. Broader source coverage than any single SaaS tool.We build the monitor for the source your SaaS tool never covered.
    Contact us case“Our current tool misses X marketplace or X category.”“Our current tool's data is unreliable and we're paying for accuracy.”“We need signals from sources no tool covers.”
    PricingTalk to usTalk to usTalk to us

    Use Cases

    What retail teams build on Crawlify.

    A pricing dashboard tracking 8,000+ SKUs across Amazon and 24 third-party sellers

    Auto parts pricing for a distributor

    8,000+ SKUs tracked across Amazon and 24 third-party sellers, refreshed weekly. Verified pricing feeds the distributor's repricing rules with per-record provenance behind every change.

    A MAP monitoring dashboard showing resellers, violations and evidence captured within 24 hours

    MAP compliance for a consumer electronics brand

    40+ resellers monitored. Evidence: screenshot, timestamp, URL, price delta. Violations caught within 24 hours.

    A category dashboard tracking 200 competitor products across 12 verticals

    Category intelligence for a Shopify merchant

    200 competitor products, across 12 verticals. Verified product content and pricing data, refreshed daily. Signals delivered to Klaviyo for automated pricing responses and to the merchant's Notion for weekly strategic reviews.

    Platform Guides

    Extract from specific platforms

    Deep-dive extraction guides for the platforms behind this data.

    Frequently asked questions

    Those tools do one dimension of retail data well. We cover the full signal set — price, stock, reviews, brand assortment, ad creative — with per-record provenance and the flexibility to monitor sources they don't. If you use one of those tools today and it covers 60% of what you need, we fill the gap without asking you to replace it.

    Put the engine to work on your retail signals.

    An engineering team reviewing an industry process diagram on a factory floor

    For your industry

    Working in one of the industries we're building for? Talk to us about how the engine can be tuned to your signals.

    Get a Data Sample
    A builder sketching a data-pipeline diagram from sources through verification to delivery

    For your intelligence product

    Building an intelligence product and need verified data feeds? Talk to us about a data partnership.

    Become Data Partner