LEGO.com Set Catalog

What does LEGO.com Product Scraper do?

Scrape official LEGO.com theme, category, and product pages into structured rows — set numbers, titles, prices with currency, SKUs, and product URLs. Start from theme URLs or category pages and export JSON or CSV via Apify API, schedule, or MCP.

Unofficial. This Actor is not affiliated with, endorsed by, or maintained by the LEGO Group. It reads public LEGO.com shop pages only.

Dashboards: connect Power BI, Tableau, Looker Studio, or Qlik to the dataset API — see Export to Power BI, Tableau, Looker Studio & Qlik near the end. AI agents: paste this Actor’s Store page URL into an Apify-capable agent (MCP / Claude / Cursor with Apify), create an Apify account and API token once, and the agent can run the Actor and wire up the output.

Also monitoring boutique catalogs? Pair with Shopify Products Scraper for toy-shop Shopify storefronts, or eMAG Product Scraper for CEE marketplace SKUs.

Why use this LEGO.com scraper?

• 🧱 Theme and category URL support
• 💶 Prices kept with currency
• 🔢 Set / product codes and SKUs
• 🛡️ Reliable public page access

How to scrape LEGO.com products

1. Open this Actor in Apify Console.
2. Click Start on the prefilled Star Wars theme (maxItems 5) or paste your own LEGO.com startUrls.
3. Leave proxyType on none unless you hit 403s.
4. Export the dataset or pull via API.

{
  "startUrls": [{ "url": "https://www.lego.com/en-us/themes/star-wars" }],
  "maxItems": 5,
  "proxyType": "none"
}

How much does it cost?

Pay per event (PPE): Actor start + each product result row. On Free, results are about $2.10 / 1,000; paid plans are lower (see the Pricing tab).

Input

Field	Description
startUrls	LEGO.com theme, category, or product URLs
maxItems	Cap on products scraped
proxyType	Optional proxy (none or apify)

Sample output

{
  "productCode": "75345",
  "sku": "75345",
  "title": "75345 501st Clone Troopers Battle Pack",
  "price": 19.99,
  "currency": "USD",
  "url": "https://www.lego.com/en-us/product/501st-clone-troopers-battle-pack-75345",
  "image": "https://www.lego.com/cdn/cs/set/assets/example.png",
  "description": "Collect 501st Clone Troopers and recreate battle scenes.",
  "scrapedAt": "2026-08-25T12:00:00+00:00",
  "source": "pdp"
}

FAQ

Do I need a LEGO account or API key?

No — this reads public shop pages only. It is unofficial and not affiliated with the LEGO Group.

Can AI agents call this?

Yes — Apify API or MCP with Actor ID bakos_bence/lego-products.

Related Actors

Actor	Use together when…
Shopify Products Scraper	You also monitor Shopify toy boutiques
eMAG Product Scraper	You compare CEE marketplace toy/product prices
LEGO.com Product Scraper	(this Actor) — official shop theme/product pages

Profile: bakos_bence on Apify.

For AI agents & LLM apps

Paste this Actor’s Apify Store URL into an agent that can use Apify (MCP, Claude, Cursor, etc.). With an Apify account and API token, the agent can set input, run the Actor, and fetch the dataset.

Actor ID: bakos_bence/lego-products

Minimal input:

{ "startUrls": [{ "url": "https://www.lego.com/en-us/themes/star-wars" }], "maxItems": 25 }

Export to Power BI, Tableau, Looker Studio & Qlik

After a run, rows live in an Apify dataset. You can download JSON/CSV/Excel from the Dataset tab, or point BI tools at a CSV URL that refreshes when you scrape again.

Prefer the token in the URL (token=) — most tools only need “open this link as CSV”, with no custom headers.

Build a refreshable CSV URL

1. In Apify Console, open Settings → Integrations and copy an API token.
2. Save this Actor as a Task (optional but best for dashboards), run or schedule it once so there is a successful run.
3. Use the latest successful task run URL (replace TASK_ID and YOUR_TOKEN):

https://api.apify.com/v2/actor-tasks/TASK_ID/runs/last/dataset/items?format=csv&clean=true&status=SUCCEEDED&token=YOUR_TOKEN

Or, from any finished run, open the Dataset tab, copy the dataset ID, and use:

https://api.apify.com/v2/datasets/DATASET_ID/items?format=csv&clean=true&token=YOUR_TOKEN

Anyone with that URL can read the data — treat it like a password. For recurring dashboards, prefer the actor-tasks/…/runs/last/… form so refresh always hits the newest successful scrape.

Power BI

1. Open Power BI Desktop → Home → Get data → Web.
2. Paste the CSV URL (including token=).
3. When asked how to sign in, choose Anonymous → Connect.
4. Confirm the preview is a table (CSV). Load or Transform data as needed.
5. Publish / schedule refresh in the Power BI service using the same URL (task runs/last keeps it current after each scrape).

401: token missing/wrong, or you did not pick Anonymous.

Tableau

1. Install Tableau’s REST API connector from Tableau Exchange (Desktop 2023.3+).
2. Connect → To a Server → REST API.
3. Paste the CSV URL (including token=). Set response format to CSV.
4. If the connector asks for auth and the token is already in the URL, leave credentials empty / anonymous; otherwise paste the same token as a Bearer access token.
5. Create an extract. Refresh the extract after scheduled Task runs (or point at runs/last so each refresh loads the latest success).

Plain Text file connect still works if you download CSV from the Dataset tab once — use REST when you want repeatable refresh.

Looker Studio

Looker Studio has no strong built-in “private CSV API” connector. Use Google Sheets as the bridge:

1. Create a Google Sheet. In A1 enter:

=IMPORTDATA("https://api.apify.com/v2/actor-tasks/TASK_ID/runs/last/dataset/items?format=csv&clean=true&status=SUCCEEDED&token=YOUR_TOKEN")

2. Wait until columns fill (Sheets refreshes IMPORTDATA periodically).
3. In Looker Studio → Create → Report → Google Sheets → select that spreadsheet / tab.
4. Build the report. After each Actor/Task run, refresh the Sheet (or wait for IMPORTDATA) then refresh the Looker data source.

One-off alternative: Dataset tab → download CSV → Looker Studio File upload.

Qlik

REST connector (refreshable):

1. In Qlik Cloud / Qlik Sense → Add data → REST (or create a REST connection in the Data load editor).
2. URL = the CSV URL including token=. Method GET.
3. Set the expected response type to CSV (or use format=json and JSON mode).
4. Test connection, pick the table, Add / Load.
5. Reload the app after scheduled scrapes; with runs/last, each reload pulls the latest successful dataset.

Files: Dataset tab → download CSV → Add data → upload the file (fine for a single snapshot).

SEO keywords

lego scraper, lego.com product scraper, lego set prices, lego catalog api, scrape lego shop, lego msrp monitor, lego star wars scraper, apify lego