Roblox Scraper

Pull structured data out of Roblox (roblox.com) in one place: experiences with their live player counts, visits, likes and creator, marketplace items with resale prices and price history, player profiles with follower and connection counts, and communities with their roles and full member rosters. Give it a keyword, an id, or just paste links, and it returns clean, flat JSON rows you can load straight into a sheet, a warehouse, or a dashboard. Built-in incremental mode makes it a monitoring tool as well as a one-off extractor: schedule it daily and get back only what actually changed.

Why This Scraper?

• Five sources in one actor, not five separate tools: experiences, marketplace catalog, game passes, users and communities all return through the same dataset with a kind column.
• Up to 40 fields per record, including the numbers people actually track: live players, total visits, likes and dislikes with a derived like ratio, favourites, lowest resale price, recent average price, 30 points of price history, total quantity for limited items, follower and connection counts, and community member counts by role.
• Six link shapes accepted verbatim. Paste an experience page, a marketplace item, a bundle, a game pass, a profile or a community and the actor works out what each one is. A listing link returns the whole result set, not just the first screen.
• Incremental change tracking built in. Every record is classified NEW, UPDATED, REAPPEARED, UNCHANGED or EXPIRED against the previous run of the same search, with the exact list of fields that moved.
• Resume a large pull from a previous run id without paying for rows you already have.
• Honest limits. A run that gets refused fails loudly instead of quietly reporting an empty result, so a scheduled job never silently returns nothing.
• Costs scale with what you keep. The base record set carries no surcharge; only the optional extra detail data does, and only for the records that actually received it.

Data You Get

Sample shape, values are illustrative placeholders, not from a live record.

Experiences (kind: "game")

Field	Example
recordId	game-00000001
id / universeId	00000001
rootPlaceId	00000002
url	https://www.roblox.com/games/00000002/Sample-Experience
name	Sample Experience
description	Full experience description text.
creatorName / creatorType	Sample Studio / Group
genre / genreL1 / genreL2	All / RPG / Action RPG
playing	1000
visits	10000000
maxPlayers	20
favoritedCount	500000
upVotes / downVotes / likeRatio	900000 / 100000 / 0.9
createdAt / updatedAt	2020-01-01T00:00:00.000Z
iconUrl	https://tr.rbxcdn.com/00000000/512/512/Image/Png
sampledServerCount	100
sampledServerPlayers	1200
avgServerFps / avgServerPing	59.5 / 150.0
mediaImageCount / mediaVideoCount	5 / 1
badges	[{ "id": 0, "name": "Sample Badge", "awardedCount": 1000 }]

Marketplace items (kind: "catalogItem") and game passes (kind: "gamePass")

Field	Example
recordId	catalog-Asset-00000001
itemType	Asset (or Bundle)
url	https://www.roblox.com/catalog/00000001/Sample-Item
name / description	Sample Item / Item description text.
categoryName / categoryGroup	Head Accessories / accessories
creatorName / creatorType	Sample Creator / User
price / lowestPrice / lowestResalePrice	0 / 100000 / 100000
recentAveragePrice	110000
salesCount / totalQuantity / numberRemaining	1000 / 10000 / 0
favoriteCount	100000
itemRestrictions	["Limited"]
isLimited / isLimitedUnique / isCollectible	true / false / true
hasResellers / isOffSale	true / true
priceHistory	[{ "date": "2026-01-01T00:00:00Z", "value": 110000 }]
thumbnailUrl	https://tr.rbxcdn.com/00000000/420/420/Hat/Png

Users (kind: "user")

Field	Example
recordId	user-00000001
url	https://www.roblox.com/users/00000001/profile
name / displayName	SampleUser / Sample User
description	Profile description text.
createdAt	2010-01-01T00:00:00.000Z
hasVerifiedBadge / isBanned	false / false
friendsCount / followersCount / followingCount	50 / 100000 / 25
robloxBadges	["Veteran", "Bricksmith"]
createdExperiencesCount / createdExperiences	2 / [{ "name": "Sample Experience", "placeVisits": 10000 }]
avatarHeadshotUrl	https://tr.rbxcdn.com/00000000/150/150/AvatarHeadshot/Png

Communities (kind: "group") and their members (kind: "groupMember")

Field	Example
recordId	group-00000001 / groupmember-00000001-00000002
url	https://www.roblox.com/groups/00000001/Sample-Community
name / description	Sample Community / Community description text.
memberCount	1000000
ownerUsername / ownerDisplayName	SampleOwner / Sample Owner
publicEntryAllowed	true
shoutBody / shoutPoster	Sample announcement. / SampleOwner
roleCount / roles	5 / [{ "name": "Member", "rank": 1, "memberCount": 999000 }]
groupExperiencesCount / groupExperiences	3 / [{ "name": "Sample Experience", "placeVisits": 10000 }]
groupName / roleName / roleRank (member rows)	Sample Community / Member / 1

Every record also carries kind, scrapedAt, and, in incremental mode, changeType, changedFields, firstSeenAt and lastSeenAt.

How to Use

Search experiences by keyword

{
  "mode": "games",
  "gameQueries": ["tycoon", "obby"],
  "minPlaying": 500,
  "maxItems": 100,
  "fetchDetails": true
}

Look up specific experiences by id or link

{
  "mode": "games",
  "gameQueries": [
    "994732206",
    "https://www.roblox.com/games/2753915549/Blox-Fruits"
  ],
  "maxItems": 0
}

Track limited items and their resale prices

{
  "mode": "catalog",
  "catalogCategory": "accessories",
  "catalogSalesType": "collectibles",
  "catalogSortType": "priceHighToLow",
  "minPrice": 1000,
  "fetchDetails": true,
  "maxItems": 200
}

Pull a community and its member roster

{
  "mode": "groups",
  "groupQueries": ["7", "https://www.roblox.com/communities/4199740/Example"],
  "fetchGroupMembers": true,
  "maxItems": 5000
}

Paste any mix of links

{
  "mode": "url",
  "urls": [
    "https://www.roblox.com/games/2753915549/Blox-Fruits",
    "https://www.roblox.com/catalog/1365767/Valkyrie-Helm",
    "https://www.roblox.com/users/156/profile",
    "https://www.roblox.com/discover?Keyword=simulator"
  ],
  "maxItems": 50
}

Monitor the same search daily and get only the changes

{
  "mode": "catalog",
  "catalogSalesType": "collectibles",
  "incrementalMode": true,
  "stateKey": "limiteds-watch",
  "emitExpired": true,
  "maxItems": 0
}

Input Parameters

Parameter	Type	Default	Description
mode	select	games	games, catalog, users, groups or url. The search fields of the other modes are ignored; the filter and sort fields below apply whichever mode you run.
gameQueries	array		Keywords, experience ids, place ids or experience links. One search per entry.
catalogKeyword	string		Free-text marketplace search. Superseded by a pasted marketplace listing link, which carries its own keyword.
catalogCategory	select	all	all, accessories, clothing or avatarAnimations. Superseded by a pasted marketplace listing link, which carries its own category.
userQueries	array		Usernames, user ids or profile links.
userKeyword	string		Return every profile in the player directory matching this text.
groupQueries	array		Community ids or community links.
fetchGroupMembers	boolean	false	Also return one row per community member with their role and rank.
urls	array		Roblox links for URL mode, including the discover and catalog listing pages.
minPlaying	integer		Keep only experiences with at least this many players in game right now. Applies to every experience row, including one returned by a pasted link.
catalogSalesType	select	any	any, collectibles (limited and resellable) or premium. Applies to every marketplace search, including one built from a pasted marketplace listing link.
catalogSortType	select	relevance	relevance, favorited, priceLowToHigh or priceHighToLow. Applies to every marketplace search, including one built from a pasted marketplace listing link.
minPrice / maxPrice	integer		Robux price floor and ceiling for marketplace items. Applies to every marketplace search, including one built from a pasted marketplace listing link.
fetchDetails	boolean	true	Add the extra per record data. Billed as a detail enrichment surcharge.
maxPages	integer	0	Result pages per search target. 0 means read until the source runs out.
maxItems	integer	20	Total records across all searches. 0 means unlimited.
resumeFromRunId	string		Continue a previous run or dataset without repeating rows already collected.
incrementalMode	boolean	false	Return only what changed since the last run of the same search.
stateKey	string		Name an incremental monitoring campaign.
emitUnchanged	boolean	false	Also return, and bill, records that did not change.
emitExpired	boolean	false	Also return, and bill, records that are no longer found.
proxy	object	Apify proxy	Connection settings. The default works on every Apify plan.
mcpConnectors	array		Optional MCP connectors to also receive the results.
notionParentPageUrl	string		Notion page under which item pages are created.
maxNotifyListings	integer	50	Cap on items sent to each connector. Does not affect the dataset.

A note on incremental mode and live numbers

Two kinds of number behave very differently between two runs. Counters that grow, such as visits, favourites, member counts, follower counts and resale prices, are treated as real changes: if one of them moves, the record comes back as UPDATED with that field named in changedFields. Instantaneous gauges, specifically the live player count (playing) and the sampled live server statistics, are excluded from change detection, because they move every minute and would otherwise mark every record as changed on every run. Those fields are still returned with their current value on every row.

Output Example

Sample shape, values are illustrative placeholders, not from a live record.

{
  "kind": "game",
  "recordId": "game-00000001",
  "id": 1,
  "universeId": 1,
  "rootPlaceId": 2,
  "url": "https://www.roblox.com/games/00000002/Sample-Experience",
  "name": "Sample Experience",
  "description": "Full experience description text.",
  "creatorId": 3,
  "creatorName": "Sample Studio",
  "creatorType": "Group",
  "creatorHasVerifiedBadge": true,
  "genre": "All",
  "genreL1": "RPG",
  "genreL2": "Action RPG",
  "price": null,
  "playing": 1000,
  "visits": 10000000,
  "maxPlayers": 20,
  "favoritedCount": 500000,
  "upVotes": 900000,
  "downVotes": 100000,
  "likeRatio": 0.9,
  "createdAt": "2020-01-01T00:00:00.000Z",
  "updatedAt": "2026-01-01T00:00:00.000Z",
  "copyingAllowed": false,
  "createVipServersAllowed": true,
  "universeAvatarType": "MorphToR15",
  "isContentRestricted": false,
  "iconUrl": "https://tr.rbxcdn.com/00000000/512/512/Image/Png",
  "sampledServerCount": 100,
  "sampledServerPlayers": 1200,
  "avgServerFps": 59.5,
  "avgServerPing": 150.0,
  "mediaImageCount": 5,
  "mediaVideoCount": 1,
  "badges": [
    { "id": 0, "name": "Sample Badge", "awardedCount": 1000, "winRatePercentage": 0.1 }
  ],
  "changeType": "UPDATED",
  "changedFields": ["visits", "favoritedCount"],
  "firstSeenAt": "2026-01-01T00:00:00.000Z",
  "lastSeenAt": "2026-01-02T00:00:00.000Z",
  "scrapedAt": "2026-01-02T00:00:00.000Z"
}

Send results into your apps (MCP connectors)

Results can optionally be piped into the apps you already use through Model Context Protocol connectors. Authorize a connector once under Apify, Settings, Integrations, then select it in mcpConnectors. For Notion, also set notionParentPageUrl and each item becomes a page under it. Other connectors receive a best effort write.

The connector receives a condensed, human readable summary per item: a title plus the key fields flattened to plain text, with nested objects collapsed to their main value and arrays trimmed to a few names. The complete record always stays in the Apify dataset, and selecting a connector never changes the dataset output.

Plan Requirement

The actor needs an Apify account and uses the standard Apify proxy settings shown in the input. No additional credential or subscription is required.

Known Limits

• Roblox does not publish the list of game passes for an experience to a signed out request. Individual game passes are still returned when you paste their link or id in URL mode.
• The marketplace serves four categories to a signed out request: all, accessories, clothing and avatar animations. Other category names are rejected by the source.
• sampledServerCount, sampledServerPlayers, avgServerFps and avgServerPing describe a sample of up to 100 currently running public servers, not every server of the experience.
• Community member rosters can run into the millions of rows. Keep maxItems set unless you intend to pull the whole roster.