Cookbook·Automotive·ferrari.com
Scrape product pages on ferrari.com
The call that returns product pages from ferrari.com today, with the parameters, patterns and failure modes read off the request log since 14 Aug 2026.
97.6% success · Aug 2026Browser neededStandard price · 1 credit
Measured on Crawlbase
Success rate over every request from every account in August 2026: 97.6%. Patterns, countries and failures come from the request log since 14 Aug 2026; 99.3% of successful calls used the JavaScript token and the median answer took 10.1s.
Among the 16 automotive sites in the Cookbook, ferrari.com sits at 12 of 16 by success rate; the category median is 99.3%. Its median answer of 10.1s is slower than the category median of 1.9s. 12 of the 16 accept the plain token; this one needs the JavaScript token.
The call
Product pages are the shape the accounts fetch most here, with the country and token that succeed most often. Replace the placeholder path with a real product URL from the site.
curl "https://api.crawlbase.com/?token=YOUR_JS_TOKEN&country=US&url=https%3A%2F%2Fwww.ferrari.com%2Fexample-page"from crawlbase import CrawlingAPI api = CrawlingAPI({'token': 'YOUR_JS_TOKEN'}) r = api.get('https://www.ferrari.com/example-page', {'country': 'US'}) html = r['body']
const { CrawlingAPI } = require('crawlbase'); const api = new CrawlingAPI({ token: 'YOUR_JS_TOKEN' }); const r = await api.get('https://www.ferrari.com/example-page', { country: 'US' });
Parameters that matter
| Parameter | Set it to | Why |
|---|---|---|
country | US | 98.1% of successful calls set it and they succeed at 97.7%; calls without a country succeed at 81.8%. |
javascript | use the JavaScript token | 98.4% of calls use the JavaScript token and succeed at 97.5%. The plain token was tried too rarely (9 calls) to say anything about it. |
URL patterns accounts fetch
| Pattern | Share of successes | JavaScript token | Country | Query parameters |
|---|---|---|---|---|
/{slug} | 23.5% | 100% | US | setPreferredLocale, referrer, origin |
/{slug}/{slug}/{slug} | 21.8% | 100% | US | categories, category |
/choose-your-country | 7.5% | 100% | US | referrer, origin |
/ | 3.0% | 33.3% | none | none |
Fields you get
A product page usually carries an ld+json Product block with name, price, currency and availability, and the same values in the visible markup. Read the block first; it changes less often than the layout.
What breaks, and the fix
Of the failures since 14 Aug 2026, the site answered:
999: 33.3% of failures 999 is not a standard HTTP answer; the site sent it as a refusal. Treat it like a block: retry once with the JavaScript token and the country the successful calls use, then stop.
202: 26.7% of failures 202 is not a standard HTTP answer; the site sent it as a refusal. Treat it like a block: retry once with the JavaScript token and the country the successful calls use, then stop.
403: 20.0% of failures A 403 is the site refusing the exit. Set the country the successful calls use and retry once; a second 403 means the URL itself is protected.
0: 6.7% of failures A status of 0 is a request that never got an answer inside the timeout. Retry once with the JavaScript token if the pattern needs a browser.
591: 13.3% of failures A 5xx is the site failing, not the fetch. Retry after a minute.
Run it on a schedule
A catalogue refresh is a list of product URLs. Push it to the Crawler with a callback, let it pace the calls and retry what the site refuses, and read the results from Cloud Storage. The median answer on this site is 10.1s.
Questions
Do I need a browser to scrape ferrari.com?
Yes for most pages. JavaScript-token calls succeed at 97.5% while plain-token calls reach 88.9%.
How much does a ferrari.com page cost on Crawlbase?
1 credit without a browser. ferrari.com is in the standard tier.
Which country should I set for ferrari.com?
US: that is what 98.1% of successful calls use.
Site names identify the pages a recipe fetches. Crawlbase is not affiliated with any site listed. Use recipes within the acceptable use policy.Measured numbers from August 2026, refreshed monthly