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Facebook Comments Scraper & Tagged Profiles Extractor

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Facebook Comments Scraper: Extract comments and tagged profiles from Facebook posts, including usernames, comment text, timestamps, reactions, and profile URLs. Analyze audience engagement, discover tagged users, monitor conversations, and build structured datasets for social media research.

Pricing

from $5.99 / 1,000 results

Rating

0.0

(0)

Developer

Scrapier

Actor stats

Bookmarked

Total users

Monthly active users

17 days ago

Last modified

Categories

Automation

Lead generation

Social media

Post URL

full_url

Optional

The public Facebook permalink this row's comment (or, on a failed post, this error) was read from. Same value on every row for a given input URL.

Type:string

Example:

https://www.facebook.com/bloomandwild/posts/1406566800829207/

Post ID

url_key

Optional

Last path segment of the post URL, used as a short row grouping key.

Type:string

Example:

1406566800829207

Facebook URL (input echo)

facebookUrl

Optional

Comment rows only. Echoes the input post URL this comment came from (same value as full_url).

Type:string

Example:

https://www.facebook.com/bloomandwild/posts/1406566800829207/

Input URL (input echo)

inputUrl

Optional

Comment rows only. Echoes the input post URL this comment came from (same value as full_url / facebookUrl).

Type:string

Example:

https://www.facebook.com/bloomandwild/posts/1406566800829207/

Comment node ID

Optional

Comment rows only. Raw Facebook GraphQL node id for the comment, re-served as-is from the API response.

Type:

Example:

Y29tbWVudDoxMjM0

Comment feedback ID

feedbackId

Optional

Comment rows only. Raw Facebook feedback id for the comment (used internally to page replies), re-served as-is.

Type:

Example:

ZmVlZGJhY2s6MTIzNA==

Comment permalink

commentUrl

Optional

Comment rows only. Direct permalink to the individual comment, re-served as-is from the API when Facebook provides one.

Type:

Example:

https://www.facebook.com/bloomandwild/posts/1406566800829207/?comment_id=987

Author profile ID

profileId

Optional

Comment rows only. Raw Facebook id of the comment author, re-served as-is.

Type:

Example:

100044123456789

Author name

profileName

Optional

Comment rows only. Display name of the comment author, re-served as-is from the API.

Type:string | null

Example:

Jane Doe

Author profile URL

profileUrl

Optional

Comment rows only, and only when Facebook returns (or the author id yields) a profile URL. Vanity URL if Facebook returns one, otherwise the canonical facebook.com/ form.

Type:string

Example:

https://www.facebook.com/100044123456789

Author profile picture URL

profilePicture

Optional

Comment rows only. Author avatar image URL, re-served as-is from the API when present.

Type:

Example:

https://scontent.xx.fbcdn.net/v/...

Comment text

text

Optional

Comment rows only. The comment body text.

Type:string | null

Example:

So beautiful! 😍

Comment date

date

Optional

Comment rows only. ISO-8601 UTC timestamp converted from Facebook's epoch-seconds created_time. Null when Facebook did not supply a timestamp.

Type:string | null

Example:

2026-01-15T09:32:10+00:00

Likes / reactions count

likesCount

Optional

Comment rows only. Total reaction count on the comment, parsed from whichever reaction field Facebook's response carries. Null only when no reaction signal at all was present in the payload.

Type:integer | null

Example:

Reply count

commentsCount

Optional

Comment rows only. Total number of replies Facebook reports for this comment, re-served as-is.

Type:

Example:

Threading depth

threadingDepth

Optional

Comment rows only. Comment nesting depth as reported by Facebook.

Type:integer | null

Example:

Legacy Facebook comment ID

facebookId

Optional

Comment rows only. Facebook's legacy numeric comment id (legacy_fbid), re-served as-is when present.

Type:

Example:

1234567890123456

Replies

Optional

Comment rows only. Fetched replies to this comment, each in the same shape as a comment row (recursively), up to the requested repliesToScan depth. Empty when repliesToScan is 0 or the comment has no replies.

Type:object[]

Example:

[]

Attachments

attachments

Optional

Comment rows only. Media/link attachments on the comment: {type (sticker/photo/gif/video/link), url, title}. Blanked to [] when includeAttachments is off.

Type:object[]

Example:

[
  {
    "type": "photo",
    "url": "https://scontent.xx.fbcdn.net/...",
    "title": null
  }
]

Has attachment

hasAttachment

Optional

Comment rows only. True when attachments[] is non-empty.

Type:boolean

Example:

true

Mentions

mentions

Optional

Comment rows only. @-mentioned profiles/pages found directly in this comment's text: {id, name, url}. Blanked to [] when includeMentions is off.

Type:object[]

Example:

[
  {
    "id": "100044123456789",
    "name": "John Smith",
    "url": "https://www.facebook.com/100044123456789"
  }
]

Tagged profiles

taggedProfiles

Optional

Comment rows only. Mentions from this comment AND from its fetched replies, deduplicated by Facebook profile id. Empty when includeMentions is off.

Type:object[]

Example:

[
  {
    "id": "100044123456789",
    "name": "John Smith",
    "url": "https://www.facebook.com/100044123456789"
  }
]

Tagged profiles count

taggedProfilesCount

Optional

Comment rows only. Number of entries in taggedProfiles[].

Type:integer

Example:

Author verified

authorIsVerified

Optional

Comment rows only. Whether the comment author carries Facebook's verified badge. Null when the payload carries no verification signal.

Type:boolean | null

Example:

false

Author is page owner (OP)

authorIsPageOwner

Optional

Comment rows only. Whether the comment author is the owning page/profile of the post.

Type:boolean

Example:

false

Reply expansion token (internal)

expansionToken

Optional

Comment rows only, and only when Facebook returns one. Internal pagination token used by the Actor to fetch this comment's replies — not a stable public identifier.

Type:

Example:

eyJmb28iOiJiYXIifQ==

Page Ad Library info

pageAdLibrary

Optional

Comment rows only, and only when Facebook's response includes ad-library metadata for the page. {is_business_page_active, id}.

Type:object

Example:

{
  "is_business_page_active": true,
  "id": "123456789"
}

Comments (error rows)

comments

Optional

Error rows only. Always an empty array — reserved placeholder alongside the error message.

Type:array

Example:

[]

Error message

error

Optional

Error rows only. Present when the post could not be read (private/removed/blocked, proxy failure, or Facebook returning no usable comment data). Absent on successful comment rows.

Type:string

Example:

Failed to load required post data from the page (post private, removed, or blocked)

Other properties may be included.

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