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Post Comments Engagements Scraper Linkedin With Repeat Engagers

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LinkedIn Post Comments & Engagements Scraper extracts comments, reactions, engagement metrics, authors, and repeat engagers from posts. Ideal for identifying active audiences, tracking engagement, analyzing content performance, finding prospects, and building targeted B2B leads.

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from $5.99 / 1,000 results

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Scrapier

Actor stats

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Total users

Monthly active users

4 days ago

Last modified

Categories

Automation

Lead generation

Jobs

🔗 Posts to read (use several from one creator)

postUrls

Optional

LinkedIn post URLs, activity/ugcPost URNs or bare numeric activity IDs — one per line. Frequency is only meaningful across a SET of posts from the same creator: two posts can only ever say 'once or twice'. 10+ posts is where repeat engagers become visible. The original startUrls key is still accepted.

Type:array

💬 Comments to read per post

commentsPerPost

Optional

Upper bound on comments read from each post (1–500). Logged out, LinkedIn itself serves a guest roughly the first 9–10 top-level comments per post, so this only bites on the cookie path. Every row reports commentsAvailable vs commentsTotal so the real coverage is visible. Default 100.

Type:integer

Minimum:1

Maximum:500

Default:100

🔁 Only return people seen on at least N posts

minPostsEngaged

Optional

1 = keep everyone (default). 2 = return only repeat engagers — people who commented on at least two of the posts you scraped. Comments filtered out this way are NOT charged; an uncharged accounting row records how many were removed and why.

Type:integer

Minimum:1

Maximum:100

Default:1

🏆 Superfan threshold (posts engaged)

superfanMinPosts

Optional

How many of the scraped posts someone must comment on to be tiered as a superfan. 1 post = first-time, 2 up to this number = returning, this number or above = superfan. Default 3.

Type:integer

Minimum:2

Maximum:100

Default:3

📏 Minimum posts before any tier is assigned

minPostSampleForTier

Optional

The honesty guard. Below this many successfully scraped posts, repeatEngagerTier reads 'insufficient-sample' and engagementRatePct is null — because calling someone a first-timer when you only looked at one post is noise, not insight. Default 3.

Type:integer

Minimum:1

Maximum:100

Default:3

👥 Write the per-person rollup dataset

includeCommenterRollup

Optional

Writes one row per PERSON (not per comment) to a separate, uncharged child dataset named engagers-: postsEngagedCount, commentsCount, firstSeenAt, lastSeenAt, totalReactionsReceived, avgCommentLength, engagedPostUrls and postSampleSize. This is the ranked audience list. Default on.

Type:boolean

Default:true

📚 Keep a cross-run frequency ledger

enableEngagerLedger

Optional

Persists engagement counts in a named key-value store so scheduled runs build a lasting record: run 2 finds the same people again with HIGHER counts. It accumulates — it never hides or suppresses a commenter for having been seen before. Default off.

Type:boolean

Default:false

🗂️ Ledger key

ledgerKey

Optional

Which persistent ledger this run writes into. Use one key per creator or company page you track (e.g. 'microsoft') so audiences do not blend together. Ignored when the ledger is off. Default 'default'.

Type:string

Default:default

🔀 Comment order

commentOrder

Optional

Order requested from LinkedIn on the cookie path. Logged out, LinkedIn serves its own fixed guest ordering and ignores this. The original sortOrder key is still accepted.

Type:string

Default:REVERSE_CHRONOLOGICAL

Options:

REVERSE_CHRONOLOGICALRELEVANCE

🍪 LinkedIn li_at cookie (optional)

liAt

Optional

Optional. Leave empty to run logged out — that is the default, verified path. Supplying your own li_at cookie switches to LinkedIn's authenticated engine for deeper comment pages, nested replies, per-type reaction breakdowns and the edited/pinned markers, which raises how many posts a person can be seen on. No cookie ships with this actor; the value is stored encrypted and used only for the requests that need it.

Type:string

🌐 Proxy

proxyConfiguration

Optional

Optional. By default requests go direct and escalate to Apify datacenter, then residential, only if LinkedIn blocks or throttles (HTTP 999). Configure a proxy here to start from it instead.

Type:object

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Extract Instagram post engagers from public post and Reel URLs: commenter usernames, profile URLs, comments, and optional follower enrichment. Provider-backed, cookieless, MCP-ready.

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