Blog

Articles on scraping public social data, the tools involved and the trade-offs behind them.

86 articles

Guide
Facebook page scraper
Extract full Facebook page profiles without login. Get page name, followers, categories, contact info (phone, email, website), address, ratings, services…
Data SlayerNov 11, 2026
Guide
X (Twitter) followings scraper
Export a bounded, deduplicated list of accounts followed by a public Twitter/X profile. Accept usernames, profile URLs, and numeric user IDs; download…
Data SlayerNov 11, 2026
Guide
Extracting Facebook marketplace data
Extract detailed Facebook Marketplace listing data without login. Get title, price, condition, location (with coordinates), seller details, delivery…
Data SlayerNov 10, 2026
Guide
Facebook page posts scraper
Extract posts from any Facebook page without login. Get full post text, reactions by type (like, love, care, wow, sad, angry), comments, shares, author…
Data SlayerNov 10, 2026
Guide
Instagram tagged posts scraper
Extract every Instagram post where any account is tagged — no login. Get captions, likes, comments, tagged users, media URLs, and timestamps. Brand…
Data SlayerNov 10, 2026
Guide
LinkedIn post engagers email no cookies scraper
Paste a LinkedIn post URL and get everyone who engaged with it — commenters, reactors, reposters — deduplicated into one list with full LinkedIn profile…
Data SlayerNov 10, 2026
Guide
Extracting Instagram followers data
Extract followers from any Instagram profile and optionally enrich with emails, phone numbers, websites, bios, follower counts, and categories. 31 fields…
Data SlayerNov 8, 2026
Guide
Extracting Instagram likes data
Scrape Instagram post likers with profile enrichment and verified email finding. Usernames, full names, verification status, plus optional emails, phones…
Data SlayerNov 8, 2026
Guide
Extracting LinkedIn company data
LinkedIn Company Scraper - extract public data cookieless.
Data SlayerNov 7, 2026
Guide
Extracting X (Twitter) trends by location data
Extract trending topics from Twitter/X by country without login. Get trend names, post volumes, category context (Sports, Entertainment, Politics), and…
Data SlayerNov 7, 2026
Guide
The Instagram likes API alternative
Scrape Instagram post likers with profile enrichment and verified email finding. Usernames, full names, verification status, plus optional emails, phones…
Data SlayerNov 6, 2026
Guide
The LinkedIn company API alternative
LinkedIn Company Scraper - extract public data cookieless.
Data SlayerNov 6, 2026
Guide
The Instagram followers API alternative
Extract followers from any Instagram profile and optionally enrich with emails, phone numbers, websites, bios, follower counts, and categories. 31 fields…
Data SlayerNov 5, 2026
Guide
The X (Twitter) trends by location API alternative
Extract trending topics from Twitter/X by country without login. Get trend names, post volumes, category context (Sports, Entertainment, Politics), and…
Data SlayerNov 5, 2026
Guide
Instagram likes scraper
Scrape Instagram post likers with profile enrichment and verified email finding. Usernames, full names, verification status, plus optional emails, phones…
Data SlayerNov 4, 2026
Guide
The Facebook marketplace API alternative
Extract detailed Facebook Marketplace listing data without login. Get title, price, condition, location (with coordinates), seller details, delivery…
Data SlayerNov 4, 2026
Guide
Instagram followers scraper
Extract followers from any Instagram profile and optionally enrich with emails, phone numbers, websites, bios, follower counts, and categories. 31 fields…
Data SlayerNov 3, 2026
Guide
X (Twitter) trends by location scraper
Extract trending topics from Twitter/X by country without login. Get trend names, post volumes, category context (Sports, Entertainment, Politics), and…
Data SlayerNov 3, 2026
Guide
Facebook marketplace scraper
Extract detailed Facebook Marketplace listing data without login. Get title, price, condition, location (with coordinates), seller details, delivery…
Data SlayerNov 2, 2026
Guide
LinkedIn company scraper
LinkedIn Company Scraper - extract public data cookieless.
Data SlayerNov 2, 2026
Guide
Extracting X (Twitter) data data
Search public Twitter/X posts and profiles by keyword, hashtag, mention, or documented advanced operator. Export unique results with bounded pagination…
Data SlayerOct 21, 2026
Guide
The X (Twitter) user tweets API alternative
Extract tweets from any public Twitter/X account without login. Get full tweet text, likes, retweets, replies, bookmarks, views, media attachments…
Data SlayerOct 21, 2026
Guide
Extracting X (Twitter) comments data
Extract replies and comments from any tweet without login. Get comment text, author profiles, likes, retweets, bookmarks, views, timestamps, and…
Data SlayerOct 20, 2026
Guide
Extracting X (Twitter) user data
Extract public Twitter/X profile data from handles, profile URLs, or numeric user IDs. Export bios, follower and following counts, verification, images…
Data SlayerOct 20, 2026
Guide
Instagram reposts scraper
Extract everything from any public Instagram profile's Reposts tab — reposted content, original creator data, captions, engagement metrics, and video…
Data SlayerOct 20, 2026
Guide
The LinkedIn company posts API alternative
LinkedIn Company Posts Scraper - extract public data cookieless.
Data SlayerOct 20, 2026
Guide
The X (Twitter) data API alternative
Search public Twitter/X posts and profiles by keyword, hashtag, mention, or documented advanced operator. Export unique results with bounded pagination…
Data SlayerOct 20, 2026
Guide
Extracting Facebook pages data
Search and discover Facebook pages by keyword without login. Get page names, URLs, Facebook IDs, verification status, and profile images. Build prospect…
Data SlayerOct 19, 2026
Guide
The Instagram users API alternative
Type any keyword and get every Instagram profile Instagram surfaces for that topic — usernames, verification status, and profile data. Enriched tier adds…
Data SlayerOct 19, 2026
Guide
The LinkedIn profile API alternative
Scrape fresh LinkedIn profile data in bulk from profile URLs. Export structured JSON, CSV, or Excel with experience, education, skills, job, company, and…
Data SlayerOct 19, 2026
Guide
The Instagram stories API alternative
Capture Instagram Stories from any public profile before they disappear — no login. Get story media URLs, timestamps, stickers, mentions, music info…
Data SlayerOct 18, 2026
Guide
The Instagram user info API alternative
Scrape public Instagram profiles in bulk. Get the published account-creation month, registration country, username-change count, followers, bio, links…
Data SlayerOct 18, 2026
Guide
Extracting Instagram post data
Get full details from any Instagram post or Reel by URL — no login. 128 fields: likes, comments, views, shares, saves, reposts, captions, audio metadata…
Data SlayerOct 17, 2026
Guide
Extracting Instagram posts data
Scrape all posts from any Instagram profile — no login. Get likes, comments, shares, captions with parsed hashtags & mentions, tagged users…
Data SlayerOct 17, 2026
instagram
Extracting Instagram user info data
Data SlayerOct 12, 2026
instagram
Extracting Instagram comments required data
Extract comments and optional replies from publicly accessible Instagram posts. Add stable parent IDs and available public commenter profile fields…
Data SlayerOct 2, 2026
instagram
Extracting Instagram hashtag posts reels data
Scrape Instagram posts and Reels by hashtag with 145 fields per result — no login. Get likes, comments, shares, views, captions, video URLs, audio…
Data SlayerOct 2, 2026
instagram
Extracting Instagram highlights data
Extract saved Instagram Highlights from any public profile — no login. Get highlight titles, cover images, media counts, creation dates, and profile data…
Data SlayerOct 2, 2026
instagram
Extracting Instagram profile reels data
Scrape all Reels from any Instagram profile by username — no login. Get play counts, likes, comments, shares, captions, hashtags, audio metadata, video…
Data SlayerOct 2, 2026
instagram
Extracting Instagram reels data
Search Instagram Reels by keyword and discover trending content — no login, no cookies. Get play counts, likes, comments, shares, video URLs, captions…
Data SlayerOct 2, 2026
instagram
Extracting Instagram reposts data
Extract everything from any public Instagram profile's Reposts tab — reposted content, original creator data, captions, engagement metrics, and video…
Data SlayerOct 2, 2026
instagram
Extracting Instagram stories data
Capture Instagram Stories from any public profile before they disappear — no login. Get story media URLs, timestamps, stickers, mentions, music info…
Data SlayerOct 2, 2026
instagram
Extracting Instagram users data
Type any keyword and get every Instagram profile Instagram surfaces for that topic — usernames, verification status, and profile data. Enriched tier adds…
Data SlayerOct 2, 2026
linkedin
Extracting LinkedIn company posts data
LinkedIn Company Posts Scraper - extract public data cookieless.
Data SlayerOct 2, 2026
linkedin
Extracting LinkedIn post analytics data
Paste a LinkedIn post URL and get the numbers behind it: likes, comments, shares, the full reaction breakdown, author details, post text and media…
Data SlayerOct 2, 2026
linkedin
Extracting LinkedIn profile data
Scrape fresh LinkedIn profile data in bulk from profile URLs. Export structured JSON, CSV, or Excel with experience, education, skills, job, company, and…
Data SlayerOct 2, 2026
linkedin
Extracting LinkedIn profile posts data
LinkedIn Profile Posts Scraper - extract public data cookieless.
Data SlayerOct 2, 2026
twitter
Extracting X (Twitter) user tweets data
Extract tweets from any public Twitter/X account without login. Get full tweet text, likes, retweets, replies, bookmarks, views, media attachments…
Data SlayerOct 2, 2026
instagram
Instagram comments required scraper
Extract comments and optional replies from publicly accessible Instagram posts. Add stable parent IDs and available public commenter profile fields…
Data SlayerOct 2, 2026
instagram
Instagram hashtag posts reels scraper
Scrape Instagram posts and Reels by hashtag with 145 fields per result — no login. Get likes, comments, shares, views, captions, video URLs, audio…
Data SlayerOct 2, 2026
instagram
Instagram users scraper
Type any keyword and get every Instagram profile Instagram surfaces for that topic — usernames, verification status, and profile data. Enriched tier adds…
Data SlayerOct 2, 2026
Guide
LinkedIn company posts scraper
LinkedIn Company Posts Scraper - extract public data cookieless.
Data SlayerOct 2, 2026
Guide
LinkedIn post analytics scraper
Paste a LinkedIn post URL and get the numbers behind it: likes, comments, shares, the full reaction breakdown, author details, post text and media…
Data SlayerOct 2, 2026
linkedin
LinkedIn profile posts scraper
LinkedIn Profile Posts Scraper - extract public data cookieless.
Data SlayerOct 2, 2026
linkedin
LinkedIn profile scraper
Scrape fresh LinkedIn profile data in bulk from profile URLs. Export structured JSON, CSV, or Excel with experience, education, skills, job, company, and…
Data SlayerOct 2, 2026
facebook
The Facebook pages API alternative
Search and discover Facebook pages by keyword without login. Get page names, URLs, Facebook IDs, verification status, and profile images. Build prospect…
Data SlayerOct 2, 2026
instagram
The Instagram comments required API alternative
Extract comments and optional replies from publicly accessible Instagram posts. Add stable parent IDs and available public commenter profile fields…
Data SlayerOct 2, 2026
instagram
The Instagram hashtag posts reels API alternative
Scrape Instagram posts and Reels by hashtag with 145 fields per result — no login. Get likes, comments, shares, views, captions, video URLs, audio…
Data SlayerOct 2, 2026
instagram
The Instagram highlights API alternative
Extract saved Instagram Highlights from any public profile — no login. Get highlight titles, cover images, media counts, creation dates, and profile data…
Data SlayerOct 2, 2026
instagram
The Instagram post API alternative
Data SlayerOct 2, 2026
instagram
The Instagram posts API alternative
Data SlayerOct 2, 2026
instagram
The Instagram profile reels API alternative
Scrape all Reels from any Instagram profile by username — no login. Get play counts, likes, comments, shares, captions, hashtags, audio metadata, video…
Data SlayerOct 2, 2026
instagram
The Instagram reels API alternative
Search Instagram Reels by keyword and discover trending content — no login, no cookies. Get play counts, likes, comments, shares, video URLs, captions…
Data SlayerOct 2, 2026
instagram
The Instagram reposts API alternative
Extract everything from any public Instagram profile's Reposts tab — reposted content, original creator data, captions, engagement metrics, and video…
Data SlayerOct 2, 2026
linkedin
The LinkedIn post analytics API alternative
Paste a LinkedIn post URL and get the numbers behind it: likes, comments, shares, the full reaction breakdown, author details, post text and media…
Data SlayerOct 2, 2026
linkedin
The LinkedIn profile posts API alternative
LinkedIn Profile Posts Scraper - extract public data cookieless.
Data SlayerOct 2, 2026
Guide
The X (Twitter) comments API alternative
Extract replies and comments from any tweet without login. Get comment text, author profiles, likes, retweets, bookmarks, views, timestamps, and…
Data SlayerOct 2, 2026
twitter
The X (Twitter) user API alternative
Extract public Twitter/X profile data from handles, profile URLs, or numeric user IDs. Export bios, follower and following counts, verification, images…
Data SlayerOct 2, 2026
Guide
X (Twitter) comments scraper
Extract replies and comments from any tweet without login. Get comment text, author profiles, likes, retweets, bookmarks, views, timestamps, and…
Data SlayerOct 2, 2026
twitter
X (Twitter) data scraper
Search public Twitter/X posts and profiles by keyword, hashtag, mention, or documented advanced operator. Export unique results with bounded pagination…
Data SlayerOct 2, 2026
twitter
X (Twitter) user scraper
Extract public Twitter/X profile data from handles, profile URLs, or numeric user IDs. Export bios, follower and following counts, verification, images…
Data SlayerOct 2, 2026
facebook
Facebook pages scraper
Search and discover Facebook pages by keyword without login. Get page names, URLs, Facebook IDs, verification status, and profile images. Build prospect…
Data SlayerOct 1, 2026
instagram
Instagram highlights scraper
Extract saved Instagram Highlights from any public profile — no login. Get highlight titles, cover images, media counts, creation dates, and profile data…
Data SlayerOct 1, 2026
instagram
Instagram post scraper
Get full details from any Instagram post or Reel by URL — no login. 128 fields: likes, comments, views, shares, saves, reposts, captions, audio metadata…
Data SlayerOct 1, 2026
instagram
Instagram posts scraper
Scrape all posts from any Instagram profile — no login. Get likes, comments, shares, captions with parsed hashtags & mentions, tagged users…
Data SlayerOct 1, 2026
instagram
Instagram profile reels scraper
Scrape all Reels from any Instagram profile by username — no login. Get play counts, likes, comments, shares, captions, hashtags, audio metadata, video…
Data SlayerOct 1, 2026
instagram
Instagram reel analytics scraper
Get full details from any Instagram post or Reel by URL — no login. 128 fields: likes, comments, views, shares, saves, reposts, captions, audio metadata…
Data SlayerOct 1, 2026
instagram
Instagram reels scraper
Search Instagram Reels by keyword and discover trending content — no login, no cookies. Get play counts, likes, comments, shares, video URLs, captions…
Data SlayerOct 1, 2026
instagram
Instagram stories scraper
Capture Instagram Stories from any public profile before they disappear — no login. Get story media URLs, timestamps, stickers, mentions, music info…
Data SlayerOct 1, 2026
instagram
Instagram user info scraper
Scrape public Instagram profiles in bulk. Get the published account-creation month, registration country, username-change count, followers, bio, links…
Data SlayerOct 1, 2026
twitter
X (Twitter) user tweets scraper
Extract tweets from any public Twitter/X account without login. Get full tweet text, likes, retweets, replies, bookmarks, views, media attachments…
Data SlayerOct 1, 2026
instagram
How to build an Instagram creator lead list from keywords
Turn niche keywords and hashtags into a qualified Instagram creator outreach list — with source posts, follower counts, public contact signals, and transparent pass/reject reasons.
Data SlayerSep 29, 2026
linkedin
Finding warm intro paths into any LinkedIn account
Stop cold-emailing targets you have connections to. Enter your team's LinkedIn profiles and your target accounts — get ranked warm-intro paths with the best connector to ask.
Data SlayerSep 29, 2026
linkedin
How to refresh your CRM with fresh LinkedIn profile data
Turn a column of LinkedIn profile URLs into current titles, companies, skills, and locations — then push the clean records back into your CRM. No LinkedIn login, no cookies.
Data SlayerSep 29, 2026
instagram
Pull Instagram post and reel analytics by URL — no login
Get likes, comments, views, shares, and saves from any Instagram post or Reel URL in bulk — no Instagram login. Export engagement data to JSON, CSV, or Excel.
Data SlayerSep 29, 2026
linkedin
How to scrape LinkedIn company posts without cookies or a login
Step-by-step: scrape any LinkedIn company page's posts — text, likes, comments, shares, dates — without LinkedIn cookies, a login, or proxies. Export to JSON, CSV, or Excel.
Data SlayerSep 29, 2026