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Price monitoring · e-commerce

Track every SKU, every variant, every geo.

Competitor prices, stock, ratings, promo flags, across thousands of retailers, refreshed nightly, validated against a stable schema. Built so your merch team can ship pricing rules, not babysit scrapers.

80k
SKUs / night, typical
12
geos, one schema
99.5%
extraction success
4 hrs
time-to-first-price
What you actually need

The hard parts, already solved.

Cloak-busting infra

Retailer anti-bot layers blow up most scrapers. Our 5-tier proxy fallback + headed Chromium quietly steps through them, so you never see a CAPTCHA.

Schema you can trust

AI Scraper's product schema returns name, price, currency, availability, variants, ratings, the same shape across every site. Your downstream code stays simple.

Geo-priced pages

Same product URL shows different prices in DE / FR / JP. We route via clean residential IPs in each region, so your geo-pricing intel is actually accurate.

Schema-drift alerts

When a target redesigns and a field disappears, we alert before your dashboards break. Most fixes ship inside 4 hours, behind the API.

Lists + detail at scale

Feed us your product URLs (sitemap, category-page extract, or SERP discovery) and we run AI Scraper across the list as an async batch, returning an array of typed products. One nightly cron, full catalog.

Compliant by default

Robots.txt respected, request rates polite, headers honest. Plus full audit logs of every request, which matters for regulated procurement teams.

The pipeline

4 steps. One pipeline.

01
Discover
Feed us a sitemap, category URL, or a list of product URLs. SERP can also discover new SKUs by brand name + retailer.
02
Extract
AI Scraper runs the product schema against each URL. Returns validated JSON; non-product pages are flagged, never half-extracted.
03
Validate
Schema check + outlier detection (a $19 lamp jumping to $1,900 triggers a recheck before it lands in your warehouse).
04
Deliver
Push results to S3, BigQuery, Snowflake, or any webhook. Dedup keys + content hashes built in, so no double-counting on retries.
full pipeline · 30 lines
// nightly-prices.ts
import { Ujeebu } from "ujeebu";
import { writeRows } from "./bq";

const uj = new Ujeebu(process.env.UJEEBU_KEY);

const SITES = [
  "https://shop-a.com/sitemap-products.xml",
  "https://shop-b.com/sitemap.xml",
  "https://shop-c.de/sitemap.xml",
];

for (const sitemap of SITES) {
  const urls = await uj.sitemap(sitemap);

  const rows = await Promise.all(
    urls.map(url => uj.auto({
      url, schema: "product",
      geo: "us-ca", premium: true,
    }))
  );

  await writeRows(
    rows.filter(r => r.data?.price?.value),
    { dataset: "prices", table: "nightly" }
  );
}

Built for commerce. Stress-tested by 3,000+ teams.

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