# LinkedIn Post Reactions Scraper (No Cookies)

> LinkedIn Post Reactions Scraper (No Cookies) is a paid API for AI agents from stableapify.dev, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-14).

Scrapes reaction data (likes, appreciations, etc.) from LinkedIn posts or comments without requiring cookies or a LinkedIn account.

## Facts

- Endpoint: POST https://stableapify.dev/api/actors/harvestapi/linkedin-post-reactions/call
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/linkedin-post-reactions-scraper-no-cookies-5f3dc4ee
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_vI4ioY2Yt7OnlmJlNsR1Z

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability linkedin-post-reactions-scraper-no-cookies-5f3dc4ee -d '<json body>'
```

Example prompt: Can you scrape all the reactions on this LinkedIn post and tell me who liked or appreciated it? No login required — just pull the reaction data directly.

## When to prefer this

Choose this endpoint when you need to extract reaction data from LinkedIn posts or comments without managing LinkedIn session cookies or accounts. It is ideal for social media analytics, lead generation from engaged audiences, or competitive research workflows where cookie-based scraping would be brittle or risky. Prefer this over cookie-based LinkedIn scrapers when reliability and account safety are priorities.

## Known failure modes

- Invalid or inaccessible LinkedIn post URL — returns error or empty dataset
- Post has been deleted or made private — scraper returns no results
- LinkedIn rate-limiting or anti-bot measures may cause partial or failed extraction
- Insufficient memory allocation causing actor to crash mid-run
- Actor run fails to start due to upstream Apify platform issues — returns non-READY status
- Invalid input format resulting in actor refusing to process the request

## How this service works

Start the "LinkedIn Post Reactions Scraper (No Cookies) ✅ (No Cookies)" Apify actor (harvestapi/linkedin-post-reactions). Extract reactions of LinkedIn posts or comments, such as likes, appreciations, etc. No cookies or account required.

## Output

Returns an Apify actor run object containing a run ID, status, actor ID, start timestamp, default dataset ID, and an access token. The actual reaction records (reactor profiles, reaction types, counts) are stored in the dataset and can be fetched using the dataset ID and token via a separate dataset-fetch endpoint.

## Example request

```json
{
 "input": {
  "username": "sarptecimer",
  "includeEmail": false
 },
 "options": {
  "memory": 1024
 }
}
```

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "profileScraperMode"
   ],
   "properties": {
    "posts": {
     "type": "array",
     "items": {
      "type": "string"
     },
     "description": "Queries to search LinkedIn profiles by name."
    },
    "maxItems": {
     "type": "integer",
     "maximum": 9007199254740991,
     "minimum": -9007199254740991,
     "description": "Maximum number of reactions to scrape per each post"
    },
    "profileScraperMode": {
     "enum": [
      "short",
      "main"
     ],
     "type": "string",
     "default": "short",
     "description": "Choose the mode for scraping LinkedIn profiles. The Short mode provides basic information, while the Full mode includes full detailed profile data."
    },
    "reactionTypeFilter": {
     "type": "array",
     "items": {
      "enum": [
       "ALL",
       "LIKE",
       "PRAISE",
       "EMPATHY",
       "APPRECIATION",
       "INTEREST",
       "ENTERTAINMENT"
      ],
      "type": "string"
     },
     "description": "Select specific reaction types to scrape. If none selected, all reaction types will be scraped."
    }
   },
   "description": "Normalized actor input. See field descriptions for the simplified shape; native Apify input also accepted (passed through).",
   "additionalProperties": {}
  },
  "options": {
   "type": "object",
   "properties": {
    "build": {
     "type": "string",
     "maxLength": 100,
     "minLength": 1
    },
    "memory": {
     "type": "integer",
     "maximum": 32768,
     "minimum": 128
    },
    "maxItems": {
     "type": "integer",
     "maximum": 100000,
     "minimum": 1
    }
   },
   "description": "Optional Apify run options.",
   "additionalProperties": false
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/linkedin-post-reactions-scraper-no-cookies-5f3dc4ee/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from stableapify.dev](https://www.zero.xyz/host/stableapify.dev/llms.txt)