LinkedIn Hashtag Feed Engagement Scraper

Pull posts published under one or more LinkedIn hashtags, with author name, headline, content, media type and reaction/comment/repost counts. Works without login; a session cookie unlocks more results.

Open in Apify Store$0.99 / 1K on Free

Short answer

LinkedIn Hashtag Feed Engagement Scraper is an Apify Store Actor for LinkedIn data that returns 9 published output fields, including postedAt, content, postUrl, hashtag. It lists $0.99 per 1,000 results on the Free plan (pay per event), $0.49 on the Business plan. It takes 14 input settings; one is required (hashtags). It covers 3 of the 8 core LinkedIn fields this site tracks. Last updated Oct 30, 2026.

From the public Store listing and published build schema, synced 2026-11-12.
LinkedIn Social mediaLead generationAutomation

What it returns

9 fields from the published dataset schema. Export as JSON, CSV or Excel, or read the dataset through the Apify API.

  • hashtag
  • authorName
  • authorFollowers
  • postedAt
  • content
  • mediaType
  • reactionsCount
  • commentsCount
  • postUrl

Not in the schema among the core LinkedIn fields: name, headline, company, title, location. The field matrix shows which other tools return them.

How it differs from the other LinkedIn Actors

Among the 19 catalogue Actors for LinkedIn with a published schema, only this one returns hashtag.

Pick another Actor if you need

Fields other LinkedIn catalogue Actors return that LinkedIn Hashtag Feed Engagement Scraper does not
ActorFields it addsPrice / 1K
LinkedIn People Search by Name with Company & School Filters location, currentCompany, profileUrl, searchName $0.99
LinkedIn Guest-View Profile Data Extractor location, profileUrl, followersCount, connectionsText $0.99
LinkedIn Trending Posts & Top Voices Feed Scraper authorIsInfluencer, topicTitle, topicRank, voiceName $0.99
LinkedIn University Alumni Search by Degree & Year schoolName, location, profileUrl, alumniCount $0.99
B2B Lead Discovery by Job Title & Location title, company, location, linkedinUrl $0.99

Input

Input settings for LinkedIn Hashtag Feed Engagement Scraper
SettingTypeRequiredDefaultWhat it does
hashtags array Yes – Hashtags to collect. Accepts #AI, AI, artificial-intelligence, https://www.linkedin.com/feed/hashtag/ai/ or .../feed/hashtag/?keywords=ai. Duplicates are removed.
maxPostsPerHashtag integer No 50 Maximum posts to keep for each hashtag after the hashtag check and filters are applied.
datePosted string No – Restrict posts to a recent window. Applied by the search index and re-checked against each post's published date.
postedAfter string No – Keep posts published on or after this date (YYYY-MM-DD, UTC day). Leave empty to disable.
postedBefore string No – Keep posts published on or before this date (YYYY-MM-DD, whole UTC day). Leave empty to disable.
sortBy string No relevance Order the posts found in this run. Relevance keeps the search index order; date and engagement sort only the posts that were found, not all of LinkedIn.
mediaTypeFilter string No – Keep only one post type. Text, image, video, article and repost are the types public posts expose most often.
authorType string No – Keep only posts written by a person or by a company page. Author type is read from the public author profile link.
minReactions integer No 0 Drop posts with fewer than this many reactions. A post with no visible reaction count is treated as 0.
minComments integer No 0 Drop posts with fewer than this many comments. A post with no visible comment count is treated as 0.
Show the other 4 settings
More input settings for LinkedIn Hashtag Feed Engagement Scraper
SettingTypeRequiredDefaultWhat it does
includeComments boolean No true Include the first public page of comments (up to 10) with each post. No extra request is made.
includeVideoTranscript boolean No false Add the public transcript and caption URL when a video post publishes them.
excludeReposts boolean No false Drop posts that reshare another post.
dedupeAcrossHashtags boolean No false Return each post once even when it appears under several requested hashtags. By default a post is returned once per hashtag.

Example input

Built from the input form's published example values and defaults.

{
  "hashtags": [
    "AI"
  ],
  "maxPostsPerHashtag": 3,
  "sortBy": "relevance",
  "minReactions": 0,
  "minComments": 0,
  "includeComments": true,
  "includeVideoTranscript": false,
  "excludeReposts": false,
  "dedupeAcrossHashtags": false
}

Run it from code or an AI agent

The same run through the Apify API, with the example input. You need an Apify API token; the run is billed to your account at the Store price.

Python

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run_input = {
    "hashtags": [
        "AI"
    ],
    "maxPostsPerHashtag": 3,
    "sortBy": "relevance",
    "minReactions": 0,
    "minComments": 0,
    "includeComments": True,
    "includeVideoTranscript": False,
    "excludeReposts": False,
    "dedupeAcrossHashtags": False
}

run = client.actor("vexaloom-labs/linkedin-hashtag-feed-engagement-scraper").call(run_input=run_input)
if run is None:
    raise RuntimeError("The Actor run was not found.")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

pip install apify-client

JavaScript

import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "<YOUR_APIFY_TOKEN>" });
const input = {
    "hashtags": [
        "AI"
    ],
    "maxPostsPerHashtag": 3,
    "sortBy": "relevance",
    "minReactions": 0,
    "minComments": 0,
    "includeComments": true,
    "includeVideoTranscript": false,
    "excludeReposts": false,
    "dedupeAcrossHashtags": false
};

const run = await client.actor("vexaloom-labs/linkedin-hashtag-feed-engagement-scraper").call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

npm install apify-client

cURL

curl -X POST "https://api.apify.com/v2/actors/vexaloom-labs~linkedin-hashtag-feed-engagement-scraper/run-sync-get-dataset-items"   -H "Authorization: Bearer $APIFY_TOKEN"   -H "Content-Type: application/json"   -d '{"hashtags":["AI"],"maxPostsPerHashtag":3,"sortBy":"relevance","minReactions":0,"minComments":0,"includeComments":true,"includeVideoTranscript":false,"excludeReposts":false,"dedupeAcrossHashtags":false}'

Waits for the run and returns the dataset items (runs over 300 seconds return HTTP 408; start an async run instead).

MCP (AI agents)

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=vexaloom-labs/linkedin-hashtag-feed-engagement-scraper",
      "headers": {
        "Authorization": "Bearer <YOUR_APIFY_TOKEN>"
      }
    }
  }
}

Adds this Actor as a tool in an MCP client that takes a remote server URL (Cursor, VS Code, Claude Code) through Apify's hosted MCP server. OAuth sign-in also works without the header. Clients that only start local servers can wrap the URL with npx mcp-remote.

What a run costs

The result rate falls on higher Apify plans. Each figure is the published per-result rate times the number of results.

Cost of LinkedIn Hashtag Feed Engagement Scraper results by Apify plan
Apify planPer 1,00010,000 results100,000 results
Free plan$0.99$9.90$99
Starter plan$0.82$8.20$82
Scale plan$0.66$6.60$66
Business plan$0.49$4.90$49
  • Every run also has a start event, charged per GB of memory (minimum one): $0.10 on Free, $0.03 on Business. At its default memory of 4 GB a run starts at $0.40 on Free. Fewer, larger runs keep this small.
  • The Free plan includes $5 of monthly usage (Apify pricing, checked 2026-11-11); at the Free rate that covers at most about 5,050 results, less start events and platform usage.
  • Worked example: 10,000 results in one run on the Free plan cost $10.30 ($9.90 for results + $0.40 start), plus Apify platform usage (compute), billed separately by Apify.
  • Pay per event. Platform usage (compute) is billed by Apify on top of the event prices. Compare other tools in the cost estimator.

Where it fits among LinkedIn routes

It ranks 17 of 19 catalogue Actors for LinkedIn on the published formula (fields, price, reliability, freshness). Its line is highlighted on the map.

Route diagram for LinkedIn dataLinkedIn People Search by Name with Company & School Filters: stops at 5 of the 10 fields shown; LinkedIn Guest-View Profile Data Extractor: stops at 6 of the 10 fields shown; LinkedIn Trending Posts & Top Voices Feed Scraper: stops at 8 of the 10 fields shown; LinkedIn Hashtag Feed Engagement Scraper: stops at 4 of the 10 fields shown; Other Store tools (1): stops at 3 of the 10 fields shown; LinkedIn APIs (partner programs): partner, field coverage not compared.LinkedInnameheadlinecompanytitlelocationposted atscrapedAtpostUrlreactionsCountcommentsCount12317+API

Stops are fields. A ring means the field is in that route's published output schema; no ring means the line passes without it. Bold labels are the core fields for this website, the rest are fields that differ between routes. A white capsule means every data line stops there. The red line is the official API; its field coverage is not compared. A crossed red line means there is no open official API.

Official route: LinkedIn APIs (partner programs)

Partner only. LinkedIn does not offer an open public data API. Access is through approved partner programs with defined scopes, such as marketing and talent integrations.

Partner pricing is not published as a self-serve rate card.

Official documentation

Other Store tools for LinkedIn

Reference only, from their public listings.

Other Store tools for LinkedIn
ToolFieldsPrice / 1K
LinkedIn Profile Posts Scraper (No Cookies)–$2.00
LinkedIn Profile Scraper + Email (No Cookies)–$4.00
LinkedIn Profile Search Scraper (No Cookies) Find all people–$4.00
LinkedIn Profile Comments Scraper (No Cookies)–$2.00
LinkedIn Profile Reactions Scraper (No Cookies)–$2.00

What people use it for

  • Monitor hashtag discussions
  • Analyze post engagement

Other catalogue Actors for LinkedIn

LinkedIn People Search by Name with Company & School Filters

Search LinkedIn for a list of names and get matching profiles with headline, location, current role and company, connection degree, and profile…

6/8 core fields 6 output fields $0.99 per 1K

LinkedIn Guest-View Profile Data Extractor

Extract names, headlines, work history, education, certifications, honors, volunteer work, projects, and follower counts from public LinkedIn…

6/8 core fields 30 output fields $0.99 per 1K

LinkedIn Trending Posts & Top Voices Feed Scraper

Pull LinkedIn's trending and top-performing posts by topic keyword, with reaction/comment/repost counts, a per-reaction-type breakdown, author…

7/8 core fields 19 output fields $0.99 per 1K

LinkedIn University Alumni Search by Degree & Year

Search a university's LinkedIn alumni by field of study, degree, graduation year, current employer, and location, and get each match's profile,…

5/8 core fields 9 output fields $0.99 per 1K

B2B Lead Discovery by Job Title & Location

Find public LinkedIn profiles by job title, location, or company using cookieless web search. Returns names, best-effort titles and companies,…

5/8 core fields 10 output fields $0.99 per 1K

LinkedIn Company Page Post & Engagement Extractor

Pull posts from any LinkedIn company page with captions, media, article links, hashtags, mentions, and reaction/comment/repost counts, filterable…

5/8 core fields 7 output fields $0.99 per 1K

LinkedIn Activity Feed Scraper with Engagement Filters

Pull posts, articles, and reposts from LinkedIn profile activity feeds, with reaction/comment/date filters and a per-reaction-type breakdown.…

9 output fields $0.99 per 1K

Facebook Group Feed & Engagement Extractor

Pull posts from any public Facebook group with full text, media, reaction breakdown, top comments and reshares, plus optional group member count,…

7 output fields $0.99 per 1K

LinkedIn Keyword & Hashtag Post Discovery Scraper

Search LinkedIn posts by keyword or hashtag with filters for date, author type, industry, connection degree, mentions, and minimum reactions.…

9 output fields $0.99 per 1K

LinkedIn Profile Engagement Timeline Scraper

Pull a LinkedIn profile's posts, reposts, comments, and reactions in one run, with the original post's author, text, and link attached to each…

10 output fields $0.99 per 1K

LinkedIn Profile Feed Scraper with Likers & Commenters

Pull posts from a LinkedIn profile's activity feed or a direct post URL, with engagement counts, hashtags, media, and optionally the people who…

15 output fields $0.99 per 1K

LinkedIn Post Comment & Reply Thread Extractor

Pull top-level comments from LinkedIn posts, with optional nested reply threads, author identity, reaction counts, and linked profiles found in…

7 output fields $0.99 per 1K

Questions people ask

How much does LinkedIn Hashtag Feed Engagement Scraper cost?

The published result rate depends on your Apify plan: $0.99 per 1,000 on Free, $0.82 per 1,000 on Starter, $0.66 per 1,000 on Scale, $0.49 per 1,000 on Business. So 10,000 results cost about $9.90 on the Free plan and $4.90 on Business, plus a start fee of $0.10 per run per GB of memory on Free. Platform usage is billed separately.

What data does LinkedIn Hashtag Feed Engagement Scraper return?

Its published output schema lists 9 fields: hashtag, authorName, authorFollowers, postedAt, content, mediaType, reactionsCount, commentsCount, postUrl. A listed field is not guaranteed to be filled in every row.

What input does LinkedIn Hashtag Feed Engagement Scraper need?

Required: hashtags. Optional settings include maxPostsPerHashtag, datePosted, postedAfter, postedBefore, sortBy, mediaTypeFilter.

What are the alternatives to LinkedIn Hashtag Feed Engagement Scraper for LinkedIn?

19 catalogue Actors cover LinkedIn. Close alternatives: LinkedIn People Search by Name with Company & School Filters; LinkedIn Guest-View Profile Data Extractor; LinkedIn Trending Posts & Top Voices Feed Scraper. The LinkedIn page compares all of them field by field.

How do I run LinkedIn Hashtag Feed Engagement Scraper from Python or the API?

Use the Apify API client: in Python, ApifyClient(token).actor("vexaloom-labs/linkedin-hashtag-feed-engagement-scraper").call(run_input=...), then read the run's default dataset (run.default_dataset_id); in JavaScript the same call is client.actor("vexaloom-labs/linkedin-hashtag-feed-engagement-scraper").call(input). Without a client, POST the input JSON to https://api.apify.com/v2/actors/vexaloom-labs~linkedin-hashtag-feed-engagement-scraper/run-sync-get-dataset-items with your API token. Ready-to-paste code with the example input is on this page.

Sources

Actor updated 2026-10-30 Data synced 2026-11-12
Cite this page

Scraper Finder. "LinkedIn Hashtag Feed Engagement Scraper." https://scraperfinder.com/catalogue/linkedin-hashtag-feed-engagement-scraper/ (data checked 2026-11-12).

Run LinkedIn Hashtag Feed Engagement Scraper

$0.99 per 1,000 results. Paste the example input above, set your LinkedIn query, then export the dataset. Still choosing? Compare every LinkedIn route.

Open in Apify Store