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Hidden gems (social media)

Your go-to collection of lesser-known social media scrapers, surfaced to help you uncover insights, monitor trends, and extract public data that usually flies under the radar.

Local Lead Generation Agent avatar

Local Lead Generation Agent

apify/local-lead-generation-agent

Find truly local leads by scraping Instagram profiles based on search queries. Extract website links, contact details, emails, social media details. The AI agent matches and scores leads using LLMs via LangChain, explains scoring, and compiles the data into a common dataset for easy access and use.

User avatar

Apify

516

Social Media Hashtag Research avatar

Social Media Hashtag Research

apify/social-media-hashtag-research

Extract information about posts across social media with the same hashtag. Get details from Instagram, YouTube, TikTok, and Facebook about posts’ URLs, captions, timestamps, likes, dislikes, views and comments count, and basic profile info. You can download your data in JSON, CSV, Excel, and more.

User avatar

Apify

1.5K

4.9

(5)

YouTube Video Scraper by Hashtag avatar

YouTube Video Scraper by Hashtag

streamers/youtube-video-scraper-by-hashtag

Extract information about YouTube videos by specific hashtags. Get video URL, caption, timestamp, likes, dislikes, views and comments count, and basic channel info. You can download your data in JSON, CSV, Excel, and more.

User avatar

Streamers

345

5.0

(4)

TikTok Discover Scraper avatar

TikTok Discover Scraper

clockworks/tiktok-discover-scraper

Scrape TikTok Discover data. Just add one or more hashtags and the scraper will extract related videos, tag breadcrumbs, similar trends, and subtopics. Export scraped data, run the scraper via API, schedule and monitor runs, or integrate with other tools.

User avatar

Clockworks

397

4.6

(4)

Instagram Search Scraper avatar

Instagram Search Scraper

apify/instagram-search-scraper

Scrape Instagram search results: places, businesses, locations, users, and hashtags. Add a keyword and extract search results like contact details, categories, metrics, recent posts, hashtag popularity. Export scraped data, schedule scraper via API, and integrate with other tools or AI workflows.

User avatar

Apify

4.2K

4.0

(14)

Telegram Scraper avatar

Telegram Scraper

tri_angle/telegram-scraper

Scrape profiles and messages in a couple of seconds.

User avatar

Tri⟁angle

2.2K

3.7

(9)

TikTok Hashtag Analytics avatar

TikTok Hashtag Analytics

clockworks/tiktok-ads-scraper

Scrape TikTok hashtag analytics data. Just add one or more hashtags, and the scraper will extract posts' text, details, country, longevity, audience interests, scores, countries, labels, and age range. Export scraped data, run the scraper via API, schedule runs, or integrate it with other tools.

User avatar

Clockworks

601

4.2

(6)

Facebook Ads Scraper avatar

Facebook Ads Scraper

apify/facebook-ads-scraper

Extract advertising data from Facebook, Instagram, WhatsApp, Threads, Messenger. Get ad details, publishers, prices, reach estimates, impressions, links, images, ad IDs, timestamps, and more from Meta Ad Library. Export ad data, schedule runs via API, and integrate with other tools or AI workflows.

User avatar

Apify

12K

3.2

(19)

TikTok Sound Scraper avatar

TikTok Sound Scraper

clockworks/tiktok-sound-scraper

Scrape TikTok videos with a chosen sound. Just add one or more sound URLs and extract tiktoks that have it: URLs, likes, country of creation, video and music metadata, creator data. Export scraped data, run the scraper via API, schedule and monitor runs or integrate with other tools.

User avatar

Clockworks

740

5.0

(3)

Instagram API Scraper avatar

Instagram API Scraper

apify/instagram-api-scraper

Scrape and download Instagram posts, profiles, places, hashtags, photos without login. Supports search keywords and URL lists. Download your data as HTML table, JSON, CSV, Excel, XML, and RSS feed.

User avatar

Apify

10K

5.0

(21)

Facebook Marketplace Scraper avatar

Facebook Marketplace Scraper

apify/facebook-marketplace-scraper

Extract data from one or multiple Facebook Marketplace listings. Scrape data on apartments, whole categories, items for sale, prices, location and sellers. Export scraped data in JSON, CSV, and Excel, run the scraper via API, schedule and monitor runs or integrate with other tools.

User avatar

Apify

2.8K

4.0

(12)

YouTube Shorts Scraper avatar

YouTube Shorts Scraper

streamers/youtube-shorts-scraper

Extract YouTube Shorts data from one or multiple YouTube channels. Get video URL, caption, timestamp, likes, dislikes, views and comments count, basic channel info, and more. This alternative YouTube API has no limits or quotas. Download the data in JSON, CSV, and Excel.

User avatar

Streamers

36K

4.7

(18)

Instagram Related Hashtag Stats Scraper avatar

Instagram Related Hashtag Stats Scraper

apify/instagram-hashtag-stats

Extract detailed Instagram hashtag statistics fast. Get total post count, posts per day, top and latest posts, related hashtags (literal and semantic), and their usage frequency. Export scraped stats, run the scraper via API, schedule and monitor runs or integrate with other tools.

User avatar

Apify

2K

4.3

(10)

Export Instagram Comments and Posts avatar

Export Instagram Comments and Posts

apify/export-instagram-comments-posts

Scrape Instagram posts and their comments in one run. Add a username and get post details: caption, likes, tagged users, timestamp, and comment details: text, usernames, profile pics, and likes. Export scraped data, schedule via API, and integrate with other tools or AI workflows.

User avatar

Apify

2.7K

4.5

(11)

TikTok Followers Scraper avatar

TikTok Followers Scraper

clockworks/tiktok-followers-scraper

Scrape TikTok followers and following profiles from any account. Input a profile name, and get detailed lists of followers and following profiles with complete metadata. Perfect for lead generation, audience analysis, and segmentation.

User avatar

Clockworks

427

4.2

(6)

Meta Threads Profile Scraper avatar

Meta Threads Profile Scraper

apify/threads-profile-api-scraper

Scrape Threads profile info. Add one or more Threads usernames and extract number of followers, bio, profile details, URLs, picture URL, full name, username and more. Download structured data in JSON, CSV, XML, Excel, and HTML to use in applications and reports.

User avatar

Apify

891

5.0

(6)

🧲 Social Media Leads Analyzer avatar

🧲 Social Media Leads Analyzer

apify/social-media-leads-analyzer

Add a website and extract emails, phone numbers, and social media details. Use this lead scraper to extract basic social media profile data from 8 platforms. Export results in JSON, CSV, HTML, use APIs, schedule runs, build integrations, and more.

User avatar

Apify

846

5.0

(4)

Facebook Photos Scraper avatar

Facebook Photos Scraper

apify/facebook-photos-scraper

Extract data from one or multiple Facebook images. Get image ID, Facebook photo URL, image URL, OCR text, and more. Download the data in JSON, CSV, and Excel and use it in apps, spreadsheets, and reports.

User avatar

Apify

2.3K

3.8

(8)

TikTok User Search Scraper avatar

TikTok User Search Scraper

clockworks/tiktok-user-search-scraper

Extract data about users based on TikTok user search. You'll get full user profiles, including name, nickname, signature, number of followers, number of videos, bio link, and author’s ID.

User avatar

Clockworks

681

4.2

(7)

Truth Social Scraper avatar

Truth Social Scraper

tri_angle/truth-scraper

Scrape profile info, truths and replies from the Truth social media platform.

User avatar

Tri⟁angle

238

5.0

(8)

Restaurant Review Aggregator avatar

Restaurant Review Aggregator

tri_angle/restaurant-review-aggregator

Add restaurant names and get reviews from Yelp, Google Maps, Doordash, UberEats, Tripadvisor, and Facebook. Extract review text, place address, rating, date, reviewer's name. Export reviews in JSON, CSV, HTML, use API, schedule and monitor runs or integrate reviews data with other tools.

User avatar

Tri⟁angle

478

4.3

(4)

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