News & communities

Scrape Product Hunt launches into JSON

Point one API call at Product Hunt and get each launch’s name, tagline, upvotes, and topics back as schema-validated JSON.

One call

Send the URL and a plain-language description of the fields. That's the whole integration.

curl https://api.webscrape.ai/v1/smartscraper \
  -H "X-API-Key: wsg_live_your_key_here" \
  -H "Content-Type: application/json" \
  -d '{
    "url": "https://www.producthunt.com/",
    "prompt": "Extract the list of featured products, each with its name, tagline, upvote count, and topics."
  }'

You get back JSON shaped to match — nothing to parse:

{
  "status": "completed",
  "data": {
    "name": "string",
    "tagline": "string",
    "upvotes": "number",
    "topics": "string[]"
  }
}

Example response shape; data matches the fields you asked for. Failed fetches return a non-completed status and cost nothing.

Fields you'll usually want from Product Hunt

Field	Type	What it is
`name`	string	Product name
`tagline`	string	One-line tagline
`upvotes`	number	Upvote count
`topics`	string[]	Topic tags

Product Hunt also has a public API; respect their terms.

How it works

Tiered fetching. A fast request carrying a real browser's fingerprint handles most pages; the engine steps up to a headless browser, then our hardened stealth browser, only when a page forces it.
AI extraction. The cleaned page is extracted into data matching your fields, validated against the schema with one repair pass on a miss.
One wallet, success-only. Proxies, browser time, and extraction all come out of one credit balance, and a failed fetch costs nothing.
Blueprints for repeat runs. Once an extraction works, pin it: subsequent runs replay reverse-engineered selectors with no AI step in the loop.

When it breaks

A page returns a 200 with an empty shell: that can look like success to the fast tier, so force the browser tier for that request if it recurs.
A field comes back wrong after a redesign: re-run live extraction, or re-pin the Blueprint. Drift surfaces as validation_warnings, not a silent null.

FAQ

Is there a Product Hunt scraping API?

Point webscrape.ai's /v1/smartscraper endpoint at a Product Hunt URL and describe the fields you want. You get schema-validated JSON back, with no separate proxy or browser to set up.

Do I need proxies to scrape Product Hunt?

No. The tiered fetch stack handles the proxy and browser tiers for you, and they come out of one credit balance. You only pay the stealth surcharge if a page actually needs the browser tier.

What happens when Product Hunt changes its layout?

Live extraction is anchored to the fields you describe, so it survives most redesigns. For repeat runs you can pin a Blueprint; if the page drifts, the run returns validation_warnings instead of silently dropping fields.

Grab a key and point it at a Product Hunt page. New accounts get free credits — no card.

Open the playground All scrapers