Google Shopping Variants Scraper — Hosted Apify Actor

Hosted google shopping variants scraper that returns structured JSON without the captcha-solving, proxy-rotation, and site-update maintenance you'd otherwise own. Run it from the Apify Store with one click, or call it from your own service via the Apify API. Pay only for what you scrape — no monthly subscription.

What you get

• Structured JSON output — every google shopping variants scraper run returns clean, parseable records ready for analytics or downstream pipelines.
• Hosted on Apify — no servers, no proxies, no anti-bot maintenance. Click Run.
• Pay only for what you scrape — pricing scales with usage; no monthly subscription minimum.
• Multi-country support — pass a country / geo parameter to localize results across 50+ regions.
• Built-in proxy rotation — IP blocks, captchas, and rate limits are handled for you.

Why use this google shopping variants scraper

Most google shopping variants scraper solutions fall into one of two camps: free open-source libraries that break every few months when the upstream site changes, or expensive SaaS tools that charge $99-$399/month for the data layer plus a dashboard UI you may not need.

This Apify Actor sits in the middle: same structured data the SaaS tools ship, but priced per run instead of per month, with a hosted infrastructure that handles proxies, retries, and captcha solving so you don't have to.

Input

Field	Type	Default	Description
products	array	required	List of {sku, country} OR {sku, country, gpcid} objects. sku = Google Shopping catalogid.
concurrency	integer	3	Concurrent product fetches.
default_country	string	us	Used when a product entry doesn't specify country.
use_cookies	boolean	True	Recommended.
use_proxy	boolean	False	Optional IP rotation.
enrich_offers	boolean	True	Calls upstream offers backend to enrich variant data with full product info. Default ON.

Output

Every run pushes results to the Apify dataset as JSON records. Each record contains the structured fields surfaced by the google shopping variants scraper — fields, IDs, timestamps, and any nested objects. You can:

• Download the dataset as JSON, JSONL, CSV, or Excel from the Apify console
• Stream results via the Apify API for use in your own application
• Pipe results to webhooks, S3, BigQuery, or any of Apify's 30+ integrations
• Diff today's run against yesterday's to detect changes (new entries, removed entries, modified fields)

Use cases for the google shopping variants scraper

Competitive monitoring

Use the google shopping variants scraper to pull your competitors' data daily. Diff against yesterday's run to detect price changes, new listings, or removed inventory.

Lead generation

Pipe google shopping variants scraper output into your CRM as enrichment — every record arrives with the structured fields your sales reps need.

Market sizing

Scrape an entire vertical's catalog with the google shopping variants scraper, then aggregate to size the addressable market by category, geo, or price band.

Internal dashboards

Schedule the google shopping variants scraper as a daily Apify task. Push results to BigQuery and visualize in your existing BI tool.

FAQ

Is this google shopping variants scraper free?

The Actor itself is hosted on Apify with pay-per-event pricing — you only pay for what you actually scrape. There's no monthly subscription and no minimum spend. The first few runs typically cost less than a coffee. For long-running daily jobs, your monthly bill scales with the volume of data you pull.

How does this google shopping variants scraper compare to existing tools?

Most off-the-shelf google shopping variants scraper alternatives are either fragile open-source scripts that break every few months, or expensive SaaS subscriptions starting at $99-$399/month. This Actor sits in between: hosted infrastructure that handles proxy rotation and retries, but priced per run.

What input does the google shopping variants scraper accept?

The full input schema is rendered as a form on the Apify Store page — you can run a job by filling out a few fields with no code. The schema also accepts raw JSON if you're calling the Actor via the Apify API from your own service. See the Input section above for the field list.

How accurate is the google shopping variants scraper data?

The Actor scrapes data directly from the source, so accuracy matches what a human user would see on the page. There's no third-party cache or middleware — every run returns the live state. If the upstream site throttles requests, the Actor handles retries and proxy rotation transparently and surfaces a structured error in the dataset's errors field rather than failing silently.

Can I run this google shopping variants scraper on a schedule?

Yes — Apify has built-in scheduling. You can set the Actor to run hourly, daily, or weekly, and pipe results to webhooks, S3, or your data warehouse via the Apify integrations. Most teams schedule the google shopping variants scraper as a daily task and incrementally diff against the previous run to detect changes.

Pricing

This google shopping variants scraper uses Apify's pay-per-event pricing — every successful record costs a small fixed amount, so your bill scales linearly with usage. There's no monthly subscription and no minimum spend. See the Apify Store page for the current per-event price; expect typical workloads to cost a few dollars per run.