Pricing
Pay per event
BetaList Startup Scraper
Scrape BetaList's catalog of early-stage startup launches β name, tagline, description, website, launch date, category tags, founders, logo, screenshots, and boosted flag. Ideal for B2B lead generation, newsletter prospecting, and startup research.
Pricing
Pay per event
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3
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2
Monthly active users
19 days ago
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Scrape BetaList's full catalog of early-stage startup launches. Extract startup profiles including name, tagline, description, website, launch date, category tags, founders, logo, screenshots, and boosted status.
What it does
This scraper crawls BetaList β a directory of pre-launch and recently-launched startups β and returns structured data on each listing. You can scrape the full catalog in discovery mode or provide specific startup URLs to target.
Two operating modes:
-
Catalog crawl (default): Starts from the BetaList homepage and paginates through all listing pages, extracting one record per startup detail page. Use
maxItemsto cap the run. -
Direct URL mode: Provide specific BetaList startup URLs via
startUrls. The actor scrapes those detail pages directly, bypassing the listing crawler.
Output fields
| Field | Type | Description |
|---|---|---|
slug | string | URL slug (e.g. fliptip-ai) |
name | string | Startup name |
tagline | string | Short tagline from the listing |
description | string | Full description from the detail page |
website | string | Visit-redirect URL (resolves to the startup's actual site) |
launch_date | string | Featured launch date on BetaList |
category_tags | string | Topic tags (comma-separated) |
founders | string | Maker display names (comma-separated) |
logo_url | string | Logo image URL |
screenshots | string | Screenshot image URLs (comma-separated) |
boosted | boolean | Whether the startup is a paid-boosted listing |
betalist_url | string | Full BetaList detail page URL |
upvotes | integer | Always null β not available in public HTML |
country | string | Always null β not shown in public profiles |
city | string | Always null β not shown in public profiles |
twitter_handle | string | Always null β requires login to view |
linkedin_url | string | Always null β requires login to view |
founder_emails | string | Always null β requires login to view |
Note: Fields marked "requires login" or "not available in public HTML" are
nullbecause BetaList gates this data behind authentication. The scraper operates without credentials.
Example output
{"slug":"transvoix","name":"TransVoix","tagline":"Make calls in different languages with your voice, tone, and accent","description":"TransVoix lets you call someone who speaks a different language...","website":"https://betalist.com/startups/transvoix/visit","launch_date":"April 18, 2026","upvotes":null,"category_tags":"Translation, AI Tools, SaaS, Telecommunications, Productivity","founders":"Tobex","founder_emails":null,"twitter_handle":null,"linkedin_url":null,"logo_url":"https://cdn.betalist.com/t8bgyqo4eptsfu90fhl9hxwqqzju","screenshots":"https://resize.imagekit.co/...","country":null,"city":null,"boosted":true,"betalist_url":"https://betalist.com/startups/transvoix"}
Input parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
startUrls | array | [] | Optional BetaList startup URLs to scrape directly. Leave empty to crawl the full catalog. |
maxItems | integer | 10 | Maximum number of records to collect. Set to 0 for unlimited (full catalog run). |
Use cases
- B2B lead generation: Find recently-launched startups that need tools and services
- Newsletter sponsorship: Build a pipeline of founders to pitch for newsletter sponsorships
- Market research: Track what categories of startups are launching each month
- Competitive intelligence: Monitor new entrants in a product category
- Investor prospecting: Identify early-stage companies before they appear on ProductHunt
Notes
- BetaList serves all content server-side β no JavaScript rendering required
- The scraper respects BetaList's rate limits automatically with exponential backoff
- Boosted listings (paid promotions) are flagged with
boosted: true - The
websitefield is a BetaList redirect URL β follow the redirect to reach the startup's actual homepage
