logiover/linkedin-top-content-scraper-sample-data

LinkedIn Top Content & Top Voices Scraper

Scrapes LinkedIn's public Top Content directory to extract curated high-engagement posts and Top Voice influencers across 40+ categories. Get post text, author profiles, follower counts, reaction metrics, and Top Voice badges. No login, no cookies, no account ban risk. $2 per 1,000 posts.

What the actor scrapes

LinkedIn Top Content & Top Voices Scraper Scrape LinkedIn's public Top Content directory — a curated archive of the highest-engagement posts organized by topic. Extract post text, author profiles, Top Voice badges, follower counts, reaction metrics, and linked companies. No login, no cookies, no API key required. --- ## What Is This Actor? LinkedIn maintains a publicly accessible directory at linkedin.com/top-content/ — a hand-curated collection of the platform's most engaging posts,

Who this is for

This sample is useful for anyone working in social media, marketing who wants a quick look at the shape of the data before running the live actor at scale. Treat it as a static snapshot — counts, prices and timestamps reflect the moment the sample was captured and will drift over time.

Source

Live source: This dataset is a static sample. For fresh, customizable extractions, run the live Apify actor: logiover/linkedin-top-content-scraper

Fields

• activityId — identifier
• activityUrn — field captured by the actor
• postUrl — URL reference
• authorName — field captured by the actor
• authorHandle — field captured by the actor
• authorProfileUrl — URL reference
• authorAvatar — field captured by the actor
• authorBio — field captured by the actor
• authorFollowerCount — numeric count
• isTopVoice — boolean flag
• authorBadge — field captured by the actor
• postAge — field captured by the actor
• postContent — field captured by the actor
• reactionCount — numeric count
• commentCount — numeric count
• imageUrls — field captured by the actor
• linkedCompanies — field captured by the actor
• topicCategory — field captured by the actor
• topicSubcategory — field captured by the actor
• topicLeaf — field captured by the actor
• topicTitle — field captured by the actor
• topicUrl — URL reference
• scrapedAt — timestamp the row was scraped

Sample preview

[
  {
    "activityId": "7399071413594279936",
    "activityUrn": "urn:li:activity:7399071413594279936",
    "postUrl": "https://www.linkedin.com/posts/yaminirangan_the-anatomy-of-a-sales-call-has-changed-dramatically-activity-7399071413594279936-GWga",
    "authorName": "Yamini Rangan",
    "authorHandle": "yaminirangan",
    "authorProfileUrl": "https://www.linkedin.com/in/yaminirangan",
    "authorAvatar": "https://media.licdn.com/dms/image/v2/C4E03AQHqlX2E-K9csw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1579236246134?e=2147483647&v=beta&t=Rdap0wm3HmOmLN4GhGfPKMji5SvIwtydz4bxxBvogb8",
    "authorBio": null,
    "authorFollowerCount": 172431,
    "isTopVoice": true,
    "authorBadge": null,
    "postAge": "5mo",
    "postContent": "The anatomy of a sales call has changed dramatically. Last week, I shadowed some of HubSpot’s top reps and what struck me was how differently the best sellers work today. They’re using AI at every stage: before, during, and after the call. And the results are real. The brain: before the call. AI does the heavy research — scanning 10Ks, news, emails, and past calls to surface the insights that matt…",
    "reactionCount": 1601,
    "commentCount": 163,
    "imageUrls": [],
    "linkedCompanies": [
      {
        "slug": "hubspot",
        "name": "HubSpot"
      }
    ],
    "topicCategory": "sales",
    "topicSubcategory": null,
    "topicLeaf": null,
    "topicTitle": "Sales",
    "topicUrl": "https://www.linkedin.com/top-content/sales/",
    "scrapedAt": "2026-05-14T09:39:17.711Z"
  },
  {
    "activityId": "7376250215407853568",
    "activityUrn": "urn:li:activity:7376250215407853568",
    "postUrl": "https://www.linkedin.com/posts/danielpink_one-skill-separates-great-communicators-from-activity-7376250215407853568-EjmO",
    "authorName": "Daniel Pink",
    "authorHandle": "danielpink",
    "authorProfileUrl": "https://www.linkedin.com/in/danielpink",
    "authorAvatar": "https://media.licdn.com/dms/image/v2/C4D03AQFb3nNCAlB-tA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1643045852847?e=2147483647&v=beta&t=-x7tsMQzuF2nXrGQCH4iGBzTGzMjhx0IgXWTveT4KcU",
    "authorBio": null,
    "authorFollowerCount": 430109,
    "isTopVoice": true,
    "authorBadge": null,
    "postAge": "7mo",
    "postContent": "One skill separates great communicators from average ones: Perspective-taking. The ability to see things from someone else’s point of view. But most people do it wrong. Here’s how to do it right, especially when you’re leading or being led: When you’re the boss, persuading down: You’re trying to convince Maria on your team to do something different. She’s pushing back. Your instinct might be to as…",
    "reactionCount": 2332,
    "commentCount": 183,
    "imageUrls": [
      "https://media.licdn.com/dms/image/v2/D4E22AQElEAR9GUQsZA/feedshare-shrink_1280/B4EZl20evyKoAs-/0/1758635094114?e=2147483647&v=beta&t=ZXSLX9eYxIYQ6s_GzTznpyrS_9y9dwYgu11EQo2NHks"
    ],
    "linkedCompanies": [],
    "topicCategory": "sales",
    "topicSubcategory": null,
    "topicLeaf": null,
    "topicTitle": "Sales",
    "topicUrl": "https://www.linkedin.com/top-content/sales/",
    "scrapedAt": "2026-05-14T09:39:17.712Z"
  }
]

Snapshot stats

• Row count in this sample: 20
• Data quality flag at capture time: EXISTING_USED

License & Attribution

Released under Creative Commons Attribution 4.0 (CC BY 4.0). If you use this data, please credit the source actor and link back to its Apify Store page: logiover/linkedin-top-content-scraper.

The sample is provided as-is for evaluation and research. Source websites retain their own terms of service — downstream users are responsible for complying with them when running the live actor or redistributing scraped content.