LinkedIn User Comments & Reactions Scraper

Extract public comments and reactions made by any LinkedIn user — no LinkedIn account or cookies required. Returns structured JSON data including reaction breakdowns, post content, author details, media attachments, and timestamps.

Key Features

• No LinkedIn account needed — no cookies, no login, no risk to your account
• Three scrape modes — scrape comments only, reactions only, or both at once
• Full post context — comment text, post content, linked articles, images, and media
• Reaction breakdown — likes, appreciations, empathy, interests, praises, comments, and reposts
• Date filtering — limit results to the past 24 hours, week, month, 3 months, 6 months, or year
• Bulk scraping — process multiple LinkedIn profiles in a single run
• Direct post URLs — every result includes a link back to the original LinkedIn post

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How to Use

1. Choose a Scrape Type: comments, reactions, or both
2. Add LinkedIn profiles: Provide full profile URLs (https://www.linkedin.com/in/satyanadella) or just usernames (satyanadella)
3. Set a result limit (optional): Control how many items to scrape per profile (default: 10)
4. Set a date filter (optional): Only fetch activity from a specific time window

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Input Parameters

Parameter	Type	Required	Default	Description
scrapeType	string	No	comments	What to scrape: comments, reactions, or both
profiles	string[]	Yes	—	LinkedIn profile URLs or usernames
maxItems	integer	No	10	Maximum items to scrape per profile
postedLimit	string	No	any	Time filter: any, 24h, week, month, 3months, 6months, year

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Input Examples

Scrape comments from a single profile

{
  "scrapeType": "comments",
  "profiles": ["https://www.linkedin.com/in/satyanadella"],
  "maxItems": 20,
  "postedLimit": "month"
}

Scrape reactions from multiple profiles

{
  "scrapeType": "reactions",
  "profiles": ["satyanadella", "jeffweiner08"],
  "maxItems": 50
}

Scrape both comments and reactions

{
  "scrapeType": "both",
  "profiles": ["https://www.linkedin.com/in/satyanadella"],
  "maxItems": 25,
  "postedLimit": "3months"
}

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Output Examples

Comments Output

Each comment object includes the full comment text, author details, engagement stats, and any attached media.

{
  "posted_at": "2 months ago",
  "text": "Great insights on the future of AI in enterprise...",
  "url": "https://www.linkedin.com/feed/update/urn:li:activity:1234567890/comment/urn:li:comment:(activity:1234567890,1234567891)",
  "author": {
    "first_name": "Satya",
    "last_name": "Nadella",
    "headline": "Chairman and CEO at Microsoft",
    "profile_url": "https://www.linkedin.com/in/satyanadella",
    "profile_picture": "https://media.licdn.com/dms/image/..."
  },
  "stats": {
    "total_reactions": 2508,
    "likes": 2048,
    "appreciations": 63,
    "empathy": 195,
    "interests": 20,
    "praises": 182,
    "comments": 159,
    "reposts": 159
  },
  "media": {
    "type": "article",
    "url": "https://www.example.com/article",
    "thumbnail": "https://media.licdn.com/dms/image/..."
  },
  "query": {
    "profile": "satyanadella"
  }
}

Reactions Output

Each reaction object shows the type of reaction (LIKE, APPRECIATION, etc.), the post that was reacted to, and engagement stats.

{
  "action": "LIKE",
  "text": "Excited to announce our latest partnership with...",
  "author": {
    "firstName": "Satya",
    "lastName": "Nadella",
    "headline": "Chairman and CEO at Microsoft",
    "profile_url": "https://www.linkedin.com/in/satyanadella",
    "profile_picture": "https://media.licdn.com/dms/image/..."
  },
  "post_stats": {
    "totalReactionCount": 1177,
    "like": 884,
    "appreciation": 3,
    "empathy": 103,
    "interest": 22,
    "praise": 165,
    "comments": 54,
    "reposts": 61
  },
  "timestamps": {
    "relative": "5d"
  },
  "query": {
    "profile": "satyanadella"
  }
}

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Result Limits

• Default: 10 items per profile
• Maximum: Up to ~2,000 items per profile (100 pages x 20 items)
• When using "both" mode, the limit applies independently to comments and reactions
• Use the maxItems parameter to control output volume

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Use Cases

• Competitor analysis — Monitor what industry leaders are engaging with
• Influencer research — Understand what topics a LinkedIn influencer comments on
• Sentiment analysis — Analyze the tone and topics of a user's public activity
• Lead research — See what prospects are interested in before reaching out
• Content strategy — Discover trending topics by analyzing reactions from key profiles

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Tips

• Use usernames instead of full URLs — both formats work, but usernames are shorter and easier to manage in bulk
• Start with a small maxItems value to preview results before running large scrapes
• Combine with date filtering to focus on recent activity and reduce unnecessary data
• Use "both" mode to get a complete picture of a user's LinkedIn activity in one run

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Disclaimer

This Actor is provided for educational and research purposes only. By using this Actor, you agree to the following:

• This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by LinkedIn Corporation.
• LinkedIn is a registered trademark of LinkedIn Corporation. All trademarks are the property of their respective owners.
• This Actor only accesses publicly available data. It does not bypass any authentication, access private profiles, or violate LinkedIn's login barriers.
• You are solely responsible for ensuring your use of this Actor complies with all applicable laws, regulations, and LinkedIn's Terms of Service.
• The authors and maintainers of this Actor assume no liability for any misuse, legal consequences, or damages arising from the use of this tool.
• Do not use this Actor for spamming, harassment, unauthorized data collection, or any activity that violates the rights of others.

Use responsibly and ethically.

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Apify Actor — Terms of Service

Version: 4.0 Effective Date: May 5, 2026

0. ACCEPTANCE BY USE — IMPORTANT

Read this section first.

These Terms of Service ("Terms") form a binding legal agreement between you ("User," "you," "your") and UnseenUser, the Publisher of this Apify actor ("UnseenUser," "the Publisher," "we," "us," "our").

0.1 How You Accept These Terms

You accept these Terms by any of the following actions, each of which constitutes a clear, affirmative act of acceptance:

(a) Running the Actor — Initiating any execution of the Actor on the Apify platform (b) Using any output returned by the Actor for any purpose (c) Continuing to access the Actor's listing or documentation after these Terms are visible

0.2 Continuing Acceptance

Each time you run the Actor or use its outputs, you reaffirm your acceptance of the then-current Terms. If you do not agree to these Terms or any subsequent update, you must stop using the Actor immediately.

0.3 No Anonymous Acceptance

You cannot disclaim acceptance by:

• Failing to read these Terms before running the Actor
• Running the Actor through automated systems
• Sharing your Apify account with others who may not have read these Terms

By the act of running the Actor on Apify, you bind yourself, your organization (if applicable), and any individuals or systems acting on your behalf or under your authority.

0.4 If You Do Not Accept

If you do not agree to these Terms, you must not run the Actor. No use is authorized without acceptance.

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PREAMBLE — UNDERSTANDING THE ARCHITECTURE

Before using the Actor, please understand the technical architecture of the service:

The Data Flow:

You (User) → Apify Platform → Actor (software) → Third-Party API → Source Platform
                                                       ↓
You (User) ← Apify Platform ← Actor (software) ← Third-Party API

What Each Party Does:

• You (the User): Run the Actor on the Apify platform with input parameters you choose
• Apify: Operates the cloud infrastructure that hosts and executes Actors. Apify is a Czech-incorporated company (Apify Technologies s.r.o.) governed by its own Terms of Service.
• The Publisher (us): Publishes software code (the Actor) on Apify's platform. The Actor is a thin wrapper that translates your input into requests to a third-party API and returns the API's responses to you. The Publisher does not operate scraping infrastructure. The Publisher does not store or retain data returned by the Actor. The Publisher does not see, log, or process the personal data of any individuals returned in the Actor's outputs beyond what is incidental to passing the data through.
• Third-Party API Provider: HarvestAPI (https://harvest-api.com) or Scrape Creators (https://scrapecreators.com). These are independent third-party companies that operate scraping infrastructure and return data from source platforms.
• Source Platform: LinkedIn, TikTok, YouTube, Reddit, Linktree, etc. These are the platforms whose publicly visible data is accessed by the Third-Party API Providers.

Why This Matters:

Your relationship with the Publisher is that of a software user to a software vendor. The Publisher has the responsibilities of a software vendor (functional code, accurate documentation) and the limits of one (the Publisher is not responsible for how you use the data you obtain).

These Terms operate alongside but do not replace:

• Apify's Terms of Service and Acceptable Use Policy (governing your relationship with Apify)
• HarvestAPI Terms of Service and Scrape Creators Terms of Service (governing the underlying data infrastructure)
• Source Platform terms (LinkedIn, TikTok, etc.) governing the public data accessed
• Applicable law in your jurisdiction and the jurisdictions of data subjects

These Terms incorporate the actor-specific addendum published in each Actor's individual listing ("Addendum"). In the event of a conflict, the more restrictive provision applies.

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1. NATURE OF THE SERVICE

1.1 What the Actor Is

The Actor is a software program published on the Apify platform. Each Actor:

(a) Accepts structured input from you on the Apify platform (b) Translates that input into HTTP requests to a third-party API operated by HarvestAPI or Scrape Creators (c) Receives HTTP responses from that third-party API (d) Returns the response data to you in a structured format on the Apify platform

The Actor's source code is hosted on Apify's infrastructure. The Actor runs in Apify's cloud, not on the Publisher's servers. The Publisher operates no servers running the Actor.

1.2 What the Actor Is Not

The Actor is not:

(a) A scraping tool — the Publisher does not operate scraping infrastructure, proxies, headless browsers, or fake accounts (b) A direct connection to any source platform — connections to source platforms are made by HarvestAPI / Scrape Creators (c) A data storage or data retention service — the Publisher does not maintain a database of any data the Actor returns (d) A licensed access channel to LinkedIn, TikTok, YouTube, Reddit, X (Twitter), Meta, Linktree, or any other source platform (e) Affiliated with, endorsed by, sponsored by, or authorized by any source platform

1.3 The Publisher's Limited Role

The Publisher's role is limited to:

(a) Designing and writing the Actor's source code (b) Publishing the Actor on the Apify Store (c) Maintaining the Actor (updating it when API providers change schemas) (d) Providing documentation and customer support via Apify's contact mechanism

The Publisher is a software vendor, similar to a developer who publishes an app on the Apple App Store or Google Play Store. The Publisher is not a data provider, data broker, data processor, or data controller for purposes of GDPR, CCPA, Israel's Privacy Protection Law, or equivalent.

1.4 The Third-Party API Providers' Role

HarvestAPI (https://harvest-api.com) and Scrape Creators (https://scrapecreators.com) are independent third-party companies. They:

(a) Operate the actual data scraping infrastructure (b) Maintain relationships with source platforms (or accept the operational risk of accessing public data without such relationships) (c) Are themselves Apify publishers (HarvestAPI publishes 9+ actors directly; Scrape Creators publishes 10+) (d) Provide their own Terms of Service governing their operations (e) Are responsible for compliance obligations relating to the data collection itself

The Publisher is a customer of these providers. The Publisher is not their agent, partner, or representative.

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2. WHO MAY USE THE ACTOR

2.1 Eligibility

You may use the Actor only if:

(a) You are at least 18 years old or the age of majority in your jurisdiction (b) You have legal capacity to enter into binding contracts (c) You are not located in or resident of a country subject to comprehensive sanctions by the United States, European Union, United Kingdom, or Israel (d) You are not on any prohibited persons list

2.2 User Representations

By using any Actor, you represent and warrant that:

(a) Truthful identity: Information you provide about your identity and intended use is accurate (b) Lawful intent: Your intended use complies with applicable law in your jurisdiction (c) Source platform compliance: You will independently comply with the Terms of Service of any source platform whose data you obtain through the Actor (d) Data subject rights: Where Actor outputs include personal data, you will respect data subject rights under applicable law (e) No prohibited use: You will not use the Actor for any of the purposes prohibited in Section 4

These representations are continuous — they must remain true throughout your use.

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3. PERMITTED USES

The Actor may be used for any lawful purpose, including:

• Market research and competitive analysis
• Academic research
• Journalism and investigative reporting
• Internal business intelligence
• Brand monitoring
• Recruitment research where consistent with applicable employment law
• Building products that further process publicly available information lawfully

Specific permitted uses for each Actor are described in that Actor's individual listing and Addendum.

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4. PROHIBITED USES

You may not use the Actor for any of the following:

4.1 Illegal Activity

Activity illegal under the law of your jurisdiction, the User's jurisdiction, or the jurisdiction of any data subjects.

4.2 Harassment, Stalking, and Personal Targeting

• Compiling profiles for harassment, stalking, or doxxing
• Tracking individuals' movements or activities without their knowledge
• Building profiles of journalists, activists, dissidents, or vulnerable populations for retaliatory purposes

4.3 Discrimination

• Using outputs for discriminatory employment, lending, housing, or insurance decisions based on protected characteristics
• Building lists for discriminatory purposes

4.4 Spam and Unsolicited Commercial Communication

• Sending unsolicited marketing in violation of CAN-SPAM, CASL, GDPR, PECR, Israeli Anti-Spam Law, or equivalent laws
• Building "lead lists" from scraped contacts without proper consent infrastructure
• Reselling contact data for spam purposes

4.5 Fraud and Deception

• Identity theft or impersonation
• Generation of fake reviews, testimonials, or coordinated inauthentic behavior
• Election interference or political disinformation
• Securities fraud

4.6 Source Platform Abuse

• Using outputs to circumvent technical protection measures of source platforms
• Creating fake accounts on source platforms based on Actor outputs
• Vote manipulation, engagement manipulation, or platform algorithm gaming
• Building services that competitively substitute for source platforms

4.7 Reselling the Actor's Service

• Reselling raw Actor outputs as your own data product or scraping-as-a-service
• Sharing your Apify credentials to provide third parties indirect access
• Building competing API services using Actor outputs

4.8 AI Training Without Authorization

• Using Actor outputs as training data for commercial AI/ML models without separate licensing authority from the source platform

4.9 Sensitive Targeting

• Specifically targeting or profiling based on health conditions, sexual orientation, religious beliefs, political opinions, or other sensitive characteristics
• Targeting children under 16 (or local age of consent for data processing)

4.10 Privacy Law Violations

• Processing personal data of EU/UK/California/Israeli residents without complying with applicable privacy law
• Failing to honor data subject access, deletion, or objection requests
• Processing data for purposes incompatible with its publication context

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5. SOURCE PLATFORM TERMS — YOUR RESPONSIBILITY

5.1 Acknowledgment

The Actor accesses publicly visible data on third-party platforms ("Source Platforms") through the Third-Party API Providers (HarvestAPI / Scrape Creators). Source Platforms include LinkedIn, TikTok, YouTube, Reddit, X (Twitter), Meta/Facebook, Linktree, Komi, Pillar, Linkbio, Linkme, and Amazon.

5.2 Your Sole Responsibility

You acknowledge:

(a) You are solely responsible for ensuring your downstream use of data obtained through the Actor complies with the Source Platform's Terms of Service (b) The Publisher makes no representation that any specific use is permitted under any Source Platform's terms (c) The Third-Party API Providers, not the Publisher, bear responsibility for the lawfulness of the data collection itself (d) You should review Source Platform terms before commercial use:

• LinkedIn: https://www.linkedin.com/legal/user-agreement
• TikTok: https://www.tiktok.com/legal/page/global/terms-of-service/en
• YouTube: https://www.youtube.com/static?template=terms
• X: https://twitter.com/en/tos
• Reddit: https://www.redditinc.com/policies/user-agreement
• Meta: https://www.facebook.com/legal/terms
• Linktree: https://linktr.ee/s/terms/

5.3 Cease-and-Desist Compliance

If you receive a cease-and-desist letter or other legal demand from a Source Platform regarding your use of Actor outputs, you must:

(a) Cease the contested use immediately (b) Notify UnseenUser within 48 hours via UnseenUser's Apify profile contact form (https://apify.com/UnseenUser) (c) Cooperate with the Publisher as needed to mitigate (d) Not assert against the Publisher any claim arising from your inability to use the Actor for that Source Platform

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6. DATA PROTECTION — REFLECTING ACTUAL ARCHITECTURE

6.1 Roles Under Privacy Law

For purposes of GDPR, UK GDPR, CCPA, Israel's Privacy Protection Law (PPL) including Amendment 13, and equivalents:

• You (the User) are the Data Controller of any personal data you obtain through the Actor and subsequently process for your own purposes
• HarvestAPI and Scrape Creators are the entities that collect data from source platforms — they bear the responsibilities of data processors or controllers (depending on context) for the collection itself
• The Publisher acts solely as a software vendor, not as a data controller or processor, because the Publisher does not store, retain, or substantively process personal data — the Actor merely passes API responses through

6.2 No Data Retention by the Publisher

The Publisher confirms:

(a) The Publisher does not maintain a database of personal data obtained through the Actor (b) The Actor passes data from the Third-Party API directly to you on the Apify platform — data does not flow through the Publisher's infrastructure (c) Apify's standard execution and operational logging may include limited information about Actor runs (input parameters, run duration, data volume) — this is governed by Apify's own privacy practices (d) The Publisher does not access, view, or analyze your Actor outputs except as needed for technical support if you specifically share them with the Publisher

6.3 Your Obligations as Data Controller

Where your use of the Actor involves processing personal data, you are responsible for:

(a) Establishing a lawful basis for your processing (consent, legitimate interest with documented balancing test, contract, etc.) (b) Providing transparent notice to data subjects as required by applicable law (c) Honoring data subject access, rectification, erasure, restriction, and portability requests (d) Implementing appropriate security measures (e) Conducting Data Protection Impact Assessments where required (f) Appointing a Data Protection Officer if your operations require one (g) Registering databases with applicable supervisory authorities (h) Honoring opt-out requests for direct marketing (i) Cross-border transfer safeguards where data crosses borders

6.4 Israel's Amendment 13 — User Compliance

If your use of the Actor involves Israeli residents' personal data, you must comply with the Privacy Protection Law as amended (Amendment 13, effective August 14, 2025). These obligations are yours as the data controller, not the Publisher's as the software vendor.

6.5 Sensitive Data Targeting Restrictions

You will not use the Actor to specifically target, profile, or build datasets focused on:

• Health or medical conditions
• Religious beliefs
• Political opinions
• Sexual orientation or gender identity
• Genetic or biometric data
• Criminal history
• Children under 16

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7. INTELLECTUAL PROPERTY

7.1 Actor Code

The Actor's source code, schemas, documentation, and branding are owned by the Publisher. You receive a limited, non-exclusive, non-transferable, revocable license to use the Actor for permitted purposes during your active subscription/run with Apify.

7.2 Output Data

The Publisher claims no ownership over the public data the Actor returns. Source Platforms may have copyright, database rights, or other rights in their data; data subjects may have copyright in user-generated content. Your use of output data must respect these rights independently.

7.3 Restrictions

You may not reverse engineer, decompile, or reuse the Actor's code in a competing actor.

7.4 Feedback

Feedback you provide may be used by the Publisher to improve products without compensation to you.

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8. PRICING AND PAYMENT

8.1 Apify Platform Billing

Pricing is administered through Apify's pricing models. Apify processes all payments. Apify's payment terms govern refunds and disputes.

8.2 Pricing Changes

The Publisher may change Actor pricing with at least 14 days' notice via the Actor's Apify listing.

8.3 No Refunds for Misuse

If your access is suspended or terminated for breach of these Terms, you forfeit any unused balance and are not entitled to refunds.

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9. SERVICE AVAILABILITY AND CHANGES

9.1 No Uptime Guarantee

The Actor depends on:

(a) The Apify platform (b) Underlying API providers (HarvestAPI, Scrape Creators) (c) Source Platforms' continued public accessibility

Any of these may change behavior, restrict access, or become unavailable without notice. The Publisher makes no uptime guarantees.

9.2 Service Discontinuation

The Publisher may discontinue any Actor at any time. Reasonable notice will be provided when feasible.

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10. DISCLAIMERS

10.1 "AS IS" Service

THE ACTOR IS PROVIDED "AS IS" AND "AS AVAILABLE" WITHOUT WARRANTIES OF ANY KIND, INCLUDING WARRANTIES OF MERCHANTABILITY, FITNESS FOR PURPOSE, NON-INFRINGEMENT, OR ACCURACY OF DATA.

10.2 No Representation of Lawfulness

The Publisher makes no representation that your specific use of the Actor or the data it returns is lawful in your jurisdiction or under any Source Platform's terms. The burden of determining lawfulness for your use case is yours.

10.3 No Endorsement of Source Content

Content returned by the Actor was created by third parties. The Publisher does not endorse, verify, or take responsibility for it.

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11. LIMITATION OF LIABILITY

11.1 Aggregate Liability Cap

TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, IN NO EVENT SHALL THE AGGREGATE LIABILITY OF THE PUBLISHER FOR ALL CLAIMS RELATING TO THE ACTOR EXCEED THE GREATER OF:

(a) ONE HUNDRED U.S. DOLLARS (US $100), OR (b) THE AMOUNTS YOU PAID THROUGH APIFY FOR USE OF THE ACTOR IN THE THREE (3) MONTHS IMMEDIATELY PRECEDING THE EVENT

11.2 Excluded Damages

THE PUBLISHER IS NOT LIABLE FOR INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL, EXEMPLARY, OR PUNITIVE DAMAGES, OR FOR LOSS OF PROFITS, REVENUE, OR DATA, EVEN IF ADVISED OF THE POSSIBILITY.

11.3 Time Limit

Any claim must be brought within one (1) year of the event.

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12. INDEMNIFICATION

12.1 Your Indemnification of the Publisher

You agree to defend, indemnify, and hold harmless the Publisher from any:

• Claims arising from your use of the Actor
• Claims arising from your violation of these Terms
• Claims arising from your violation of any law (including privacy law)
• Claims arising from your violation of any Source Platform's Terms of Service
• Claims arising from your processing of personal data obtained through the Actor
• Reasonable attorneys' fees and costs of defending such claims

12.2 Defense

The Publisher may assume defense at your expense. You will cooperate with the Publisher's defense.

12.3 Scope

The indemnification covers reasonable, foreseeable third-party claims arising from your use. It does not extend to:

• Claims arising from the Publisher's gross negligence or willful misconduct
• Claims regarding the Actor's source code itself (those are the Publisher's responsibility)
• Claims regarding the Third-Party API Provider's data collection (those are their responsibility)

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13. SUSPENSION AND TERMINATION

13.1 Termination by the Publisher

The Publisher may terminate your access for material breach, illegal use, breach of warranty, or upon credible legal demand.

13.2 Effects of Termination

Your license ends, you must cease use, and applicable provisions survive.

13.3 Termination by You

You may stop using the Actor at any time on Apify.

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14. DISPUTE RESOLUTION

14.1 Informal Resolution First

Send a detailed written description of the dispute via UnseenUser's Apify profile contact form (https://apify.com/UnseenUser) and wait 60 days for resolution attempt before any formal claim.

14.2 Governing Law

These Terms are governed by the substantive laws of the State of Israel, without regard to conflict of law principles.

14.3 Exclusive Jurisdiction

Any dispute shall be brought exclusively in the competent civil courts of Tel Aviv-Jaffa, Israel.

14.4 No Class Actions

You agree to bring claims only in your individual capacity.

14.5 Attorneys' Fees

The prevailing party recovers reasonable attorneys' fees.

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15. MISCELLANEOUS

15.1 Entire Agreement — These Terms (with Addendum and incorporated documents) are the entire agreement.

15.2 Severability — Unenforceable provisions are reformed to the minimum extent or severed.

15.3 Assignment — You may not assign without the Publisher's consent. The Publisher may assign to affiliates, successors, or acquirers.

15.4 Force Majeure — Neither party is liable for failure due to events beyond reasonable control, including changes by Source Platforms or Third-Party API Providers, or actions by Apify.

15.5 Third-Party Beneficiaries — Apify, HarvestAPI, and Scrape Creators are intended third-party beneficiaries of Sections 4 (Prohibited Uses), 5 (Source Platform Compliance), and 12 (Indemnification).

15.6 Survival — Sections 0 (Acceptance), 4, 5, 6, 7, 10, 11, 12, 14, and 15 survive termination.

15.7 Language — English controls. Translations are for convenience only.

15.8 Publisher Identification for Legal Process — The Publisher operates on the Apify platform under the username UnseenUser (apify.com/UnseenUser). The Publisher is a registered legal entity. Upon receipt of valid legal process (subpoena, court order, or equivalent) directed through Apify's official channels, the Publisher's full legal identity may be disclosed as required by law. This Section ensures that you have a valid path to legal recourse if needed.

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16. ACKNOWLEDGMENT

By using any Actor, you acknowledge that:

(a) You have read these Terms (b) You understand the architecture: you are using software (the Actor) on Apify's platform that calls third-party APIs (c) You accept responsibility for your use, including for compliance with Source Platform terms (d) Your indemnification obligations cover third-party claims arising from your use (e) Disputes are resolved in Israeli courts (f) The Publisher's identity, while not publicly disclosed in this listing, can be obtained through valid legal process via Apify

For questions, use UnseenUser's Apify profile contact form (https://apify.com/UnseenUser) before running the Actor.

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Actor-Specific ToS Addendum — LinkedIn User Comments & Reactions Scraper

This addendum supplements the Master Terms of Service V4.0. By running this Actor, you accept both the Master ToS and this addendum.

A. Architectural Disclosure

This Actor is a software wrapper. It accepts your input parameters, calls the HarvestAPI endpoints, and returns the response data to you on the Apify platform. UnseenUser does not store, log, or substantively process the data returned. The data flows from HarvestAPI through Apify's runtime directly to you.

B. Nature of Data Returned

This Actor returns: Comments authored by a profile (with the parent post context), reactions (likes, celebrate, support, love, insightful, funny) given by a profile, timestamps and URLs of engaged content.

Where the Actor's output includes individual people's names, photos, contact details, or content authored by them, that data constitutes personal data subject to GDPR, CCPA, Israeli Privacy Protection Law, and equivalent privacy laws in your downstream processing — but only in your hands as the data controller, not in UnseenUser's hands as the software vendor.

C. Permitted Use Cases

You may use this Actor for the following purposes (non-exhaustive list):

• Warm outreach — message a prospect referencing what they recently engaged with
• Buying signals — detect when a target is liking competitor or category content
• Account-based marketing — understand what content resonates with key accounts
• Recruiter intelligence — see what topics matter to a candidate before reaching out
• Reputation monitoring — track what your CEO or brand ambassadors comment on
• Influencer vetting — verify what an influencer actually engages with vs. only posts

D. Specifically Prohibited Uses

In addition to Master ToS Section 4 prohibitions, you may NOT:

• Build mass-personalization tools that auto-send DMs based on someone's likes — even with personalized openers, this remains spam under anti-spam laws unless you have prior consent
• Profile individuals based on their reactions to politically- or socially-charged content for discriminatory purposes
• Track reactions to sensitive content (e.g. mental health posts, illness disclosures) to identify vulnerable people for targeting
• Republish individuals' comments outside their original LinkedIn context for commercial purposes
• Use comment patterns to identify and harass commenters whose views you disagree with
• Build 'engagement scoring' systems that label individuals without their knowledge for commercial use

E. Platform Terms of Service Considerations

LinkedIn aggressively pursues automation that involves comments and reactions because it skews engagement metrics and erodes user trust. Using this data for outreach is generally permitted; using it to automate engagement is not. If LinkedIn issues a cease-and-desist, notify UnseenUser within 48 hours via the Apify profile contact form (apify.com/UnseenUser).

F. Personal Data — Heightened Care

Comments and reactions are deeply personal data. They reveal:

• Professional opinions and beliefs
• Reading habits and topical interests
• Social and political views (when reacting to such content)
• Relationships (whose content they engage with)

This is high-sensitivity data under GDPR. Your lawful basis (legitimate interest, consent) must be carefully documented. The balancing test under GDPR Article 6(1)(f) must consider whether the data subject would reasonably expect their LinkedIn engagement to be used for commercial outreach — which is increasingly being held to be NO under recent European DPA decisions.

G. Prospecting Compliance

If you use this Actor for B2B prospecting:

• Establish a documented lawful basis (typically legitimate interest with completed balancing test)
• Honor opt-outs and the right to object under GDPR Article 21
• Comply with GDPR, CCPA, Israeli Anti-Spam Law (prior consent required for marketing in Israel), CAN-SPAM, CASL, and equivalent laws
• Do not use sensitive engagement (health, religion, politics) as a basis for any outreach
• Disclose in your first message how you found them when asked

H. Data Minimization

Where possible, store only the engagement signal (e.g., "engaged with topic X") rather than full comment text or reaction history. This reduces your data protection exposure significantly.