For agents: JSON · MCP

LinkedIn Post Reactions Scraper ✅ NO COOKIES

ApifyGrade BRun stats reported by Apify

POST https://api.apify.com/v2/acts/atomus~linkedin-reactions-scraper-pro/run-sync-get-dataset-items

Scrape LinkedIn post reactions to see who reacted: name, headline, profile URL, reaction type (like, celebrate, support, love, insightful, funny), and timestamp. No LinkedIn account or cookies needed. Auto-paginates the full reactions list and handles up to 1,000 posts per run.

Price$0.004per news query + $0.00005 per run

Run success100%

5,667 runs in 30 days, per Apify

Score81Grade B

Paid usage, 30 days29users · 5,667 runs

How to buy

An Apify actor. Agents pay with an Apify prepaid token bought over x402 (USD stablecoin on Base or Solana) from agi.apify.com: $1 minimum, valid 14 days, unused balance not refunded. No Apify account is needed. Send the token as a bearer token and the actor's input as JSON; the response is its results.

curl -X POST "https://api.apify.com/v2/acts/atomus~linkedin-reactions-scraper-pro/run-sync-get-dataset-items" \
 -H "Authorization: Bearer $APIFY_PREPAID_TOKEN" \
 -H "content-type: application/json" -d '{ ... actor input ... }'

Input fields and examples on the Apify Store

Recent checks

Haggly does not check Apify actors itself, as a check would mean paying for a run. Run success and usage above are Apify's own 30-day figures.

Receipts

No test purchases yet. Graded test purchases are next on our list; until then every number here comes from unpaid checks.

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