JustForFans Public Profile & Stats Scraper

Here is one real result, with every field the actor returns:

{
  "avatar": "https://media.justfor.fans/media/5/9/a/59a389b90276617a91ccef17129a6e20/4505859-MC2-1772219323-391d7a6a/1772219447-5a0553290d39a85e.jpg",
  "displayName": "Jennaerous",
  "username": "Jennaerous",
  "profileUrl": "https://justfor.fans/Jennaerous",
  "userId": "4505859",
  "verified": true,
  "pronouns": "she/hers",
  "bio": null,
  "monthlyPrice": 9.99,
  "cost3Months": null,
  "cost6Months": null,
  "promoPrice": 5,
  "promoLengthDays": 7,
  "promoCode": "Jennaerous",
  "promoRebillPrice": 9.99,
  "posts": 18,
  "photos": 31,
  "videos": 6,
  "likes": 1,
  "followers": null,
  "fans": null,
  "memberSince": "2026",
  "lastSeen": "3 months, 2 weeks, 1 day, 10 hours, 23 minutes ago",
  "observedAt": "2026-08-14T08:17:33.376Z",
  "error": null,
  "aiProfileSummary": null,
  "aiTags": null
}

The most complete JustForFans public profile scraper available. It returns every field a logged-out JustForFans creator profile exposes, including subscription and promo pricing, content counts and activity, and gives you a multi-username input plus optional AI add-ons to summarize and tag creators. Only public, logged-out profile data is returned.

📥 Input · 📤 Output · 💰 Pricing · ▶️ Examples

Table of contents

• What it does
• Quickstart
• Input reference
• Output reference
• Example output record
• Run via API and CLI
• Fetch results
• Billing and limits
• FAQ and troubleshooting

What it does

The actor reads the public, logged-out profile page of each JustForFans creator username you pass and writes one normalized record per creator to the run's dataset. Each record carries profile identity (display name, username, user id, avatar, verification, pronouns), subscription pricing (monthlyPrice, cost3Months, cost6Months) and promo pricing (promoPrice, promoLengthDays, promoCode, promoRebillPrice), plus content counts (posts, photos, videos, likes) and activity (memberSince, lastSeen). Fields the creator does not make public are returned as null, never invented.

Optional add-ons enrich each record when the creator wrote a real bio: an AI neutral English summary and AI topic tags. Both are off by default and require a paid Apify plan.

Quickstart

Open the actor, paste this into the input, and press Run. It returns the public profile records for two creators.

{
  "usernames": ["Jennaerous", "BigmouthxBelle"],
  "maxProfiles": 10
}

usernames is required. You can pass handles (for example Jennaerous) or full profile URLs (for example https://justfor.fans/Jennaerous).

Input reference

Field	Type	Required	Default	Description
usernames	string[]	yes	["Jennaerous","BigmouthxBelle"]	One or more JustForFans creator usernames or profile URLs. Each entry returns one public profile record.
maxProfiles	integer	no	10	Maximum number of creator profiles to collect.
withAiProfileSummary	boolean	no	false	Paid add-on. Write a neutral English summary of each creator's public bio. Runs only when a real bio exists. Requires a paid Apify plan. Billed only when produced.
withAiTags	boolean	no	false	Paid add-on. Extract short descriptive topic/interest tags and languages from each creator's public bio. Runs only when a real bio exists. Requires a paid Apify plan. Billed only when produced.

Output reference

One dataset item per creator. Types: string, number, integer, boolean, or null when the value is not public.

Field	Type	Description
avatar	string	Profile avatar image URL, or null.
displayName	string	Creator display name.
username	string	Creator handle.
profileUrl	string	Public profile URL.
userId	string	JustForFans internal user id, or null.
verified	boolean	Whether the profile is verified.
pronouns	string	Pronouns as shown on the profile, or null.
bio	string	Public bio text, or null when none is shown.
monthlyPrice	number	Monthly subscription price, or null.
cost3Months	number	3-month subscription price, or null.
cost6Months	number	6-month subscription price, or null.
promoPrice	number	Current promo price, or null.
promoLengthDays	integer	Promo duration in days, or null.
promoCode	string	Promo code, or null.
promoRebillPrice	number	Price the promo rebills at, or null.
posts	integer	Number of public posts, or null.
photos	integer	Number of photos, or null.
videos	integer	Number of videos, or null.
likes	integer	Number of likes, or null.
followers	integer	Follower count when shown, or null.
fans	integer	Fan count when shown, or null.
memberSince	string	Year or date the creator joined, or null.
lastSeen	string	Human-readable last-seen label, or null.
observedAt	string	ISO 8601 timestamp of when the record was collected.
error	string	null on success. On a failed run, a single item with a populated error field is written instead.
aiProfileSummary	string	AI summary of the bio (paid add-on), else null.
aiTags	array	AI topic/interest tags (paid add-on), else null.

Some profiles expose only a subset of these fields when logged out; missing values are returned as null.

Example output record

Real record from a live run (input {"usernames":["Jennaerous"]}):

{
  "avatar": "https://media.justfor.fans/media/5/9/a/59a389b90276617a91ccef17129a6e20/4505859-MC2-1772219323-391d7a6a/1772219447-5a0553290d39a85e.jpg",
  "displayName": "Jennaerous",
  "username": "Jennaerous",
  "profileUrl": "https://justfor.fans/Jennaerous",
  "userId": "4505859",
  "verified": true,
  "pronouns": "she/hers",
  "bio": null,
  "monthlyPrice": 9.99,
  "cost3Months": null,
  "cost6Months": null,
  "promoPrice": 5,
  "promoLengthDays": 7,
  "promoCode": "Jennaerous",
  "promoRebillPrice": 9.99,
  "posts": 18,
  "photos": 31,
  "videos": 6,
  "likes": 1,
  "followers": null,
  "fans": null,
  "memberSince": "2026",
  "lastSeen": "3 months, 2 weeks, 1 day, 10 hours, 23 minutes ago",
  "observedAt": "2026-08-14T08:17:33.376Z",
  "error": null,
  "aiProfileSummary": null,
  "aiTags": null
}

Run via API and CLI

Start a run and wait for it to finish, then read the dataset. Replace <TOKEN> with your Apify API token.

Run synchronously and get dataset items in one call:

curl -X POST "https://api.apify.com/v2/acts/scrapers_lat~justforfans-profile-scraper/run-sync-get-dataset-items?token=<TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"usernames":["Jennaerous"],"maxProfiles":10}'

Start a run asynchronously:

curl -X POST "https://api.apify.com/v2/acts/scrapers_lat~justforfans-profile-scraper/runs?token=<TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"usernames":["Jennaerous","BigmouthxBelle"],"maxProfiles":50}'

Apify CLI:

apify call scrapers_lat/justforfans-profile-scraper \
  --input '{"usernames":["Jennaerous"]}'

Fetch results

Every run writes to a dataset. Fetch items as JSON, CSV, or Excel by changing format:

# JSON
curl "https://api.apify.com/v2/datasets/<DATASET_ID>/items?token=<TOKEN>&clean=true&format=json"

# CSV
curl "https://api.apify.com/v2/datasets/<DATASET_ID>/items?token=<TOKEN>&clean=true&format=csv"

# Paginate large datasets
curl "https://api.apify.com/v2/datasets/<DATASET_ID>/items?token=<TOKEN>&offset=1000&limit=1000"

<DATASET_ID> is returned as defaultDatasetId in the run object. Use offset and limit to page through large result sets. clean=true drops empty and internal fields.

Billing and limits

• Pay per result. You are charged per profile record returned (result event). See the pricing tab for the current per-result price.
• No charge on failure. If a run errors, the actor writes a single item with a populated error field and does not charge for it. Empty runs cost nothing.
• Spend cap respected. Set maxTotalChargeUsd on the run; once reached, the actor stops emitting and charging further billable results.
• Free Apify plans are capped at 10 records per run. The AI add-ons require a paid Apify plan. Upgrade for higher maxProfiles and AI enrichment.

FAQ and troubleshooting

What data does it return? Only public, logged-out profile data: identity, verification, subscription and promo pricing, content counts and activity. It does not access, unlock or download any paywalled or private content.

Why are some fields null? The creator did not make that value public, or JustForFans does not show it on the logged-out profile. Missing values are returned as null, never invented.

Can I pass profile URLs instead of handles? Yes. usernames accepts either a handle (for example Jennaerous) or a full profile URL (for example https://justfor.fans/Jennaerous).

A profile came back almost empty. Why? Some profiles restrict what is visible when logged out, so only a few fields (username, display name, profile URL) are available. The record is still written with the rest as null.

Are the AI add-ons free? No. withAiProfileSummary and withAiTags require a paid Apify plan, run only when the creator wrote a real bio, and are billed only when they return usable output. They are off by default.

Is this an official JustForFans tool? No. This actor is independent and has no affiliation with JustForFans. It only accesses publicly available, logged-out profile data. Use the results in accordance with the source's terms.

Related scrapers

• Kalshi Markets Scraper: prediction-market prices and stats from Kalshi.
• Jobvite Jobs Scraper: open roles from public Jobvite career sites.
• JobScore Jobs Scraper: open roles from public JobScore company boards.

More scrapers at scrapers.lat

Built and maintained by scrapers.lat, where we publish scrapers for US and Latin American public platforms: company registries, government data, finance, e-commerce and more. Browse the catalog or request a custom scraper at scrapers.lat.

---

Independent tool, not affiliated with JustForFans. Accesses only publicly available, logged-out profile data. Use the results in accordance with the source's terms.