JustForFans Public Profile & Stats Scraper
Pricing
from $2.00 / 1,000 results
JustForFans Public Profile & Stats Scraper
Extract public JustForFans creator profiles: display name, bio, subscription price, post, photo, video, like and follower counts, avatar and verified status. Export to JSON, CSV or Excel.
Pricing
from $2.00 / 1,000 results
Rating
0.0
(0)
Developer
Scrapers Lat
Maintained by CommunityActor stats
0
Bookmarked
2
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1
Monthly active users
5 hours ago
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JustForFans Public Profile & Stats Scraper
Extract public JustForFans creator profiles at scale: display name, bio, subscription price and live post, photo, video, like and follower counts.
📥 Input · 📤 Output · 💰 Pricing · ▶️ Examples
| 21 fields per profile | Global coverage | JSON / CSV / Excel output formats |
What you get
Give the scraper a list of JustForFans usernames and it returns one structured record per public creator profile, exactly as a logged-out visitor sees it.
- avatar: URL of the creator profile picture
- displayName: the creator public display name
- username: the creator handle
- profileUrl: link to the public profile
- userId: the numeric account id
- verified: whether the account carries the verified badge
- pronouns: pronouns shown on the profile, when set
- bio: the public profile description
- monthlyPrice: monthly subscription price in USD
- cost3Months: three month bundle price, when offered
- cost6Months: six month bundle price, when offered
- promoPrice: current promotional trial price, when a promo is active
- promoLengthDays: length in days of the promotional period, when a promo is active
- posts: number of public posts
- photos: number of photos
- videos: number of videos
- likes: number of likes received
- followers: number of free followers
- memberSince: the year the account joined
- lastSeen: how long ago the creator was last active
- observedAt: when this profile was last seen by the scraper
Only public, logged-out profile data is collected. No login, no paywalled posts, no subscriber only media.
Who is it for
| Use case | Who benefits |
|---|---|
| Track creator subscription pricing across a niche | Agencies and creator managers |
| Build a directory of creators with counts and bios | Affiliate and referral marketers |
| Monitor a roster of creators over time | Talent and OFM agencies |
| Enrich a list of handles with public stats | Data and growth teams |
| Benchmark post, photo and video volume | Market researchers |
Frequently Asked Questions
What data can I get from a JustForFans profile without logging in?
Everything a public visitor sees: display name, handle, bio, verified badge, pronouns, avatar, subscription and bundle prices, any active promo, and live post, photo, video, like and follower counts. It never accesses paywalled posts or subscriber only media.
How many profiles can I scrape in one run?
As many usernames as you provide. Use the Max Items field to cap a run. Each username returns one record, and results stream to the dataset as they are collected.
How do I choose which creators to scrape?
Enter creator handles or full profile URLs in the Usernames field, one per line. Both a bare handle like BigmouthxBelle and a full link like https://justfor.fans/BigmouthxBelle are accepted.
Why does the scraper use a residential proxy?
A residential proxy is the default, so the actor returns complete follower and content counts for every profile with no setup on your part.
What happens if a username does not exist or is private?
That record is returned with an error field explaining the profile was not found, and the run continues with the remaining usernames.
Example use cases
Ready-to-run example tasks, each preconfigured for a common scenario. Open one and press run, or use it as a template:
- JustForFans profile research for Jennaerous: Scrape public JustForFans profiles for Jennaerous with subscription price, bio, post counts and public stats for creator research.
- JustForFans profile research for BigmouthxBelle: Scrape public JustForFans profiles for BigmouthxBelle with subscription price, bio, post counts and public stats for creator research.
- JustForFans profile research for Jennaerous and BigmouthxBelle: Scrape public JustForFans profiles for Jennaerous and BigmouthxBelle with subscription price, bio, post counts and public stats for creator research.
- JustForFans profile research for Jennaerous: Scrape public JustForFans profiles for Jennaerous with subscription price, bio, post counts and public stats for creator research.
- JustForFans profile research for BigmouthxBelle: Scrape public JustForFans profiles for BigmouthxBelle with subscription price, bio, post counts and public stats for creator research.
- JustForFans profile research for Jennaerous and BigmouthxBelle: Scrape public JustForFans profiles for Jennaerous and BigmouthxBelle with subscription price, bio, post counts and public stats for creator research.
- JustForFans profile research for Jennaerous: Scrape public JustForFans profiles for Jennaerous with subscription price, bio, post counts and public stats for creator research.
- JustForFans profile research for BigmouthxBelle: Scrape public JustForFans profiles for BigmouthxBelle with subscription price, bio, post counts and public stats for creator research.
- JustForFans profile research for Jennaerous and BigmouthxBelle: Scrape public JustForFans profiles for Jennaerous and BigmouthxBelle with subscription price, bio, post counts and public stats for creator research.
- JustForFans profile research for Jennaerous: Scrape public JustForFans profiles for Jennaerous with subscription price, bio, post counts and public stats for creator research.
Export, API and AI agents (x402 + MCP)
Export the scraped data to JSON, CSV or Excel, pull it as a dataset through the Apify API, or wire it into your app with no code. This web scraper and data extractor also works for bulk data extraction and scheduled runs.
For AI agents: this Actor is available on x402, Apify's agentic payment standard built with Coinbase. An AI agent can discover, pay for and run it on its own with a funded wallet and a single HTTP request: no account, no subscription, no API key and no human in the loop. It also runs as an MCP tool inside Claude, Cursor and other AI clients out of the box. Learn more about x402 agentic payments on Apify.
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More scrapers at scrapers.lat
This actor is built and maintained by scrapers.lat, where we publish scrapers for Latin American and US public platforms: real estate, jobs, e-commerce, company registries and government data. Browse the full catalog, see live sample output for each one, or ask us for a custom scraper at scrapers.lat.
This actor is an independent tool and has no affiliation with JustForFans. It only accesses data that is publicly available on the platform. Use it in accordance with JustForFans terms of service.
