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Facebook Comment Scraper - Posts & Reels [NO COOKIES] ✅

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Pull every comment from any public Facebook post or reel: text, timestamp, reply count, author, and a full per-reaction breakdown (like, love, care, haha, wow, sad, anger and more). Fetch threaded replies on demand. No login, no cookies. Built for sentiment, NLP and social listening.

Pricing

from $2.00 / 1,000 results

Rating

5.0

(3)

Developer

Unseen User

Actor stats

Bookmarked

Total users

Monthly active users

8 days ago

Last modified

Categories

Social media

Developer tools

Automation

Post URLs, reel URLs, or feedback IDs

postUrls

Required

Paste any mix of public Facebook post URLs, reel URLs, and feedback IDs. The actor auto-detects each entry: anything starting with http:// or https:// is treated as a URL, everything else is treated as a feedback_id (e.g. from the companion Facebook Post actor). Feedback IDs are a faster path per entry.

Type:array

Max comments per post (0 = all available)

maxComments

Optional

Maximum number of comments to fetch per post. Set to 0 to fetch every available comment on the post (pagination runs until there are no more). Any positive number caps the run at that many comments per post. Free-plan runs still stop at the 50-item total regardless.

Type:integer

Minimum:0

Default:0

Fetch threaded replies

fetchReplies

Optional

COST WARNING: billed add-on. When true, for each comment with reply_count > 0 the Actor calls the replies endpoint and emits each reply as its own dataset row. Leave off unless you need threaded replies.

Type:boolean

Default:false

Max replies per comment (0 = all replies on each comment)

maxRepliesPerComment

Optional

Maximum replies fetched per parent comment when fetchReplies is true. Set to 0 to fetch every reply on each comment. Any positive number caps how many replies are pulled per parent comment. Free-plan runs still stop at the 50-item total regardless.

Type:integer

Minimum:0

Default:0

Sort comments by

sortBy

Optional

Order in which comments are emitted per post. 'top' (default) keeps Facebook's default ordering as returned by the upstream API — fastest, streams as fetched. 'newest' / 'oldest' sort by created_at. 'most_reactive' sorts by total reaction_count descending. Any value other than 'top' buffers all fetched comments per post before sorting — no rows appear in the dataset until every upstream page has been fetched. On posts with thousands of comments this can take several minutes. Combining with commentsNewerThan means the date filter runs after fetch, so pagination still walks every page even when nothing passes the filter.

Type:string

Default:top

Options:

topnewestoldestmost_reactive

Only comments newer than (ISO date)

commentsNewerThan

Optional

If set, drops any comment or reply whose created_at is older than this ISO 8601 date/time (e.g. 2026-08-01 or 2026-08-01T12:00:00Z). Filter runs after fetch, so pagination still walks every page upstream returns — set maxComments if you also want a hard fetch cap.

Type:string

Enrichment level

enrichment

Optional

Attach analysis fields to every emitted comment/reply row under comment.enrichment. 'off' (default) is unchanged behavior. 'sentiment' adds a local sentiment score + label plus detected language — runs entirely in-process, no external API, no key, no extra cost. 'intent' adds an LLM-classified intent label (complaint / question / purchase_intent / praise / spam / other) via Anthropic's API — requires enrichmentApiKey. 'full' does both. COST WARNING: 'intent' and 'full' trigger the enriched-comment billing event and consume tokens from your Anthropic account.

Type:string

Default:off

Options:

offsentimentintentfull

Add per-post AI summary row

postSummary

Optional

When true, after fetching a post's comments the Actor emits one extra row (type: 'post_summary') with an LLM-generated summary of the conversation (top themes, dominant sentiment, notable quotes). Requires enrichmentApiKey. COST WARNING: triggers the post-summary billing event, one per post processed, and one LLM call per post to your Anthropic account.

Type:boolean

Default:false

Anthropic API key (for enrichment)

enrichmentApiKey

Optional

Your Anthropic API key (sk-ant-…). Required only when enrichment is 'intent' or 'full', or when postSummary is true. Not needed for enrichment 'sentiment' (that runs locally, in-process). The key is stored encrypted per run, masked in the UI, and never logged.

Type:string

Anthropic model for enrichment

enrichmentModel

Optional

Which Claude model runs enrichment. Default 'claude-haiku-4-5' (fastest, cheapest — roughly $0.05-$0.10 per 1,000 rows to Anthropic; strong on clear-cut classifications). Bump to 'claude-sonnet-5' for meaningfully better accuracy on subtle intents (purchase_intent vs question, sarcasm, non-English) — costs ~3× more but the system prompt is cached (Sonnet 5 caches at 1,024 tokens; Haiku 4.5 needs 4,096 so caching there is off). 'claude-opus-5' is the ceiling — use only when correctness matters more than cost. Only used when enrichment is 'intent'/'full' or postSummary is true.

Type:string

Default:claude-haiku-4-5

Options:

claude-haiku-4-5claude-sonnet-5claude-opus-5

Facebook Page Posts & Comments Scraper [No Cookies, No Login] ✅

unseenuser/fb-posts

Scrape public Facebook page posts, profile posts, group posts, reels and comments - no cookies, no login. One row per comment or post: HD/SD video URLs, transcripts, reactions, author, reels metadata. 30+ fields. Flat $4/1k, platform usage included.

Unseen User

168

5.0

Facebook Photos Scraper - Bulk Page Images [NO COOKIES] ✅

unseenuser/fb-photos

Bulk-scrape every public photo on a Facebook page. Full-res URLs, thumbnails and Facebook's native alt-text captions. 99.8% success rate, no cookies.

Unseen User

5.0

Facebook Posts Scraper

scrapesmith/facebook-posts-scraper

🔥$0.7/1000 results🔥 Scrape posts from any public Facebook page or profile. Extract post text, reactions, comments count, shares, timestamps, and author details. 350+ posts/min. Scrape 10 years history. Export as JSON, CSV, Excel. API, MCP, and webhook ready for Claude, ChatGPT, and AI agents.

Scrape Smith

Google Trends Scraper

automation-lab/google-trends-scraper

Scrape Google Trends: daily trending searches and keyword analysis. Get interest over time, related queries, and regional interest. Two modes: trending (pure HTTP, dirt cheap) and keyword analysis. Flat output for CSV/Excel. Pay per result.

Stas Persiianenko

243

Facebook Profile Scraper (No Login, Bulk) ✅

unseenuser/fb-profile

Bulk-enrich public Facebook profiles and scrape recent posts by date: name, bio, followers, likes, ID, pictures, links. No login, no cookies. JSON/CSV/Excel.

Unseen User

5.0

Facebook Marketplace Scraper - [No Login, No Cookies] ✅

unseenuser/fb-marketplace

Facebook Marketplace scraper - no login, no cookies. Deal score, duplicate detection, markdowns, days-on-market, photos, condition. 210 countries, 4,600 cities.

Unseen User

5.0

Google Keyword Scraper - Volume, CPC & Intent

mostafa-ennadi/google-keyword-scraper-volume-cpc-intent

$1.00 / 1,000 keyword suggestions. Get Google keyword suggestions with search volume, CPC, competition, and search intent. Bulk keyword research with country targeting and clean exports for SEO, Google Ads, and content planning.

mostafa ennadi

210

5.0

Facebook Comments Scraper

scrapesmith/facebook-comments-scraper

🔥$0.40/1000 comments🔥. Scrape comments from any public Facebook post, reel, or video. Get comment text, author name, likes, timestamps, and reply counts. Supports bulk scraping across multiple posts. No login required from users. MCP, API integration optimised.

Scrape Smith

Facebook Follower Count Tracker - Bulk, No Login ✅

unseenuser/fb-followers

Pull reliable follower and like counts plus core metadata from any public Facebook page or profile, in bulk. Schedule runs to track growth over time with per-run deltas. Counts only - this reports how many, not who. No login, no cookies. Pairs with our Pages and Profile scrapers.

Unseen User

178

5.0

Facebook Posts & Reels Scraper

clappi/facebook-posts-reels-scraper

Scrape Facebook post and reel metrics instantly - no login required. Get reactions, comments, shares, views, captions, author info, and timestamps from any public Facebook post. Just pass the URLs and get structured data back. Supports share links, direct reel URLs, and fb.watch shortlinks.

Clappi

511

5.0