{"uid":"cap_PAZ2bPuS0A5T_Elg-mCMR","slug":"linkedin-public-comments-reactions-scraper-6c2589ae","name":"LinkedIn Public Comments & Reactions Scraper","description":"Pay-per-call structured web data. Failed or empty runs are not charged.","url":"https://api.scrapeforagents.tech/v1/linkedin-comments?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"maxItems":{"type":"integer","default":0,"minimum":0,"description":"Stop after this many rows across all profiles; 0 means no total cap."},"profiles":{"type":"array","description":"Public /in/ profile URLs or usernames. Only the activity shown on each anonymous profile preview is available."},"scrapeType":{"enum":["comments","reactions","both"],"type":"string","default":"comments","description":"Collect public comment previews, reaction previews, or both."},"postedLimit":{"enum":["any","week","month","3months","6months","12months"],"type":"string","default":"any","description":"Filter using the relative age shown publicly. Reaction rows use the post age because the reaction date is unavailable."},"commentsLimit":{"type":"integer","default":0,"minimum":0,"description":"Maximum comment preview rows per profile; 0 collects every publicly visible preview row."},"reactionsLimit":{"type":"integer","default":0,"minimum":0,"description":"Maximum reaction preview rows per profile; 0 collects every publicly visible preview row."},"includePostDetails":{"type":"boolean","default":true,"description":"Open linked public posts to enrich comment rows with post text, author, counts, and a comment link when visible."}}},"responseSchema":{"type":"json","example":{"count":1,"items":[{"actionType":null,"activityUrl":null,"profileName":null,"profileInput":null,"reactionType":null,"sourceProfile":null,"profileHeadline":null,"profileImageUrl":null}],"product":"linkedin-comments"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.1","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.1/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_eK9KZGp3nREwx4PhERc-U","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.1","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Scrapes public LinkedIn comment previews and/or reaction previews from one or more profile activity pages, optionally enriching each row with post details.","exampleAgentPrompt":"Scrape the public LinkedIn comments and reactions for these three profiles — linkedin.com/in/johndoe, linkedin.com/in/janedoe, linkedin.com/in/bobsmith — get both comments and reactions, limit to activity from the past month, up to 50 rows per profile, and include the full post details for each comment.","exampleUseCases":[{"title":"Lead research on prospect engagement","prompt":"Pull the last 3 months of public LinkedIn comments for linkedin.com/in/sarah-jones-b2b and linkedin.com/in/mike-chen-sales — comments only, up to 100 rows each, and include the post details so I can see what topics they're engaging with."},{"title":"Competitor monitoring via LinkedIn activity","prompt":"Scrape public LinkedIn reactions and comments for these competitor executives — linkedin.com/in/ceo-techcorp and linkedin.com/in/vp-rival-co — collect both types, no row limit, and filter to activity from the past week."},{"title":"Journalist or influencer engagement audit","prompt":"Get me all publicly visible LinkedIn comments made by linkedin.com/in/tech-journalist in the past 6 months, include post details, and cap it at 200 total rows across the profile."}],"resultDescription":"Returns a JSON object with a count and an array of activity items, each containing fields such as profileName, profileHeadline, profileImageUrl, profileInput, sourceProfile, activityUrl, actionType, reactionType — and when post enrichment is enabled, additional post-level fields like post text, author, engagement counts, and a direct comment link.","failureModes":["Private or restricted LinkedIn profiles return zero rows but are not charged","Profile URL format not matching expected /in/ pattern may cause parse errors","LinkedIn rate limiting or anti-bot measures may cause empty results","Invalid scrapeType enum value returns a validation error","Empty profiles array returns no data"],"whenToPreferThis":"Choose this endpoint when you need structured, pay-per-result extraction of public LinkedIn comment and reaction activity at scale across multiple profiles, especially for lead research, sales intelligence, or social listening workflows — without building or maintaining your own LinkedIn scraper.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-02T00:46:45.152Z","isFirstParty":false,"canonicalSlug":"linkedin-public-comments-reactions-scraper-6c2589ae"}