Facebook Posts Reactions Scraper avatar

Facebook Posts Reactions Scraper

Pricing

from $2.50 / 1,000 results

Go to Apify Store
Facebook Posts Reactions Scraper

Facebook Posts Reactions Scraper

Extract all reactions from Facebook posts of one or multiple pages or profiles.facebook reactions scraper, facebook reaction extractor, facebook reactions data extractor, facebook post reactions scraper, facebook reactions crawler, facebook reactions collector, facebook engagement scraper.

Pricing

from $2.50 / 1,000 results

Rating

0.0

(0)

Developer

Alpha Scraper

Alpha Scraper

Maintained by Community

Actor stats

0

Bookmarked

4

Total users

2

Monthly active users

3 days ago

Last modified

Share

πŸš€ Extract Facebook Post Reactions, Engagement Metrics & Post Data at Scale

Facebook Posts Reactions Scraper is a powerful Apify Actor designed to extract detailed Facebook post reaction data from public Facebook pages and profiles. Collect reactions, engagement metrics, post URLs, comments count, shares, post text, media information, and more from one or multiple Facebook profiles with minimal setup.

Whether you're conducting social media monitoring, competitor analysis, market research, brand tracking, engagement analysis, or business intelligence, this actor delivers structured Facebook post reaction data ready for analytics, dashboards, CRM systems, and data pipelines.

The actor supports both Facebook usernames and full Facebook URLs, making it easy to scrape post reactions from public Facebook pages and profiles at scale.


⭐ Why Choose This Actor?

FeatureThis ActorOther Similar Actors
Reaction-Level Dataβœ… Yes⚠️ Limited
Like, Love, Haha, Wow, Care, Sad, Angry Countsβœ… Yes⚠️ Partial
Post Engagement Metricsβœ… Yes⚠️ Limited
Multiple Profile Supportβœ… Yes⚠️ Sometimes
Username & URL Inputsβœ… Yes⚠️ Usually One Format
Public Profile & Page Supportβœ… Yesβœ… Yes
Structured JSON Outputβœ… Yes⚠️ Varies
Scalable Extractionβœ… Yes⚠️ Limited
Cost Efficiencyβœ… High⚠️ Medium
Easy Integrationβœ… Yes⚠️ Varies

For Best :

  • facebook reactions scraper, facebook reaction extractor, facebook reactions data extractor, facebook post reactions scraper, facebook reactions crawler, facebook reactions collector, facebook engagement scraper, facebook engagement data extractor, facebook likes scraper, facebook likes extractor, facebook reactions api, facebook reaction analytics, facebook audience engagement scraper, facebook post engagement scraper, facebook reaction count scraper, facebook reactions export, facebook reactions downloader, facebook reaction tracker, facebook social media scraper, facebook post analytics scraper, facebook profile post reactions scraper, facebook page post reactions scraper, facebook public post reactions scraper, facebook reaction insights, facebook reaction monitoring, facebook reaction data collection, facebook reaction statistics scraper, facebook reaction harvesting tool, facebook page engagement scraper, facebook profile engagement scraper, facebook reaction report generator, facebook reaction intelligence, facebook marketing data scraper, facebook competitor analysis scraper, facebook content performance scraper, facebook viral post scraper, facebook post metrics scraper, facebook reaction breakdown scraper, facebook likes and reactions scraper, facebook audience analysis tool, facebook page analytics scraper, facebook profile analytics scraper, facebook social listening scraper, facebook engagement monitoring tool, facebook reaction export csv, facebook reaction export json, facebook bulk reactions scraper, facebook bulk post reactions extractor, facebook multiple profile scraper, facebook multiple page scraper, facebook username scraper, facebook profile url scraper, facebook page url scraper, facebook public data scraper, facebook research scraper, facebook data mining tool, facebook engagement intelligence, facebook reaction insights tool, facebook page monitoring scraper, facebook profile monitoring scraper, facebook content analytics scraper, facebook interaction scraper, facebook social analytics scraper, facebook post performance tracker, facebook reaction database extractor, facebook reaction audience tracker, facebook reaction lead analysis, facebook page data extractor, facebook profile data extractor, facebook engagement research tool, facebook reaction collector api, facebook reaction monitoring api, facebook engagement metrics scraper, facebook reaction automation, facebook scraper api, facebook post data extractor, facebook page crawler, facebook profile crawler, facebook reaction statistics extractor, social media engagement scraper, social media reactions scraper, social media analytics scraper, social media monitoring scraper, social media data extractor, social engagement tracker, engagement metrics extractor, post reactions exporter, reaction analytics tool, audience engagement tracker, content engagement analysis, viral content analytics, influencer engagement scraper, influencer analytics scraper, facebook love reactions scraper, facebook haha reactions scraper, facebook wow reactions scraper, facebook sad reactions scraper, facebook angry reactions scraper, facebook care reactions scraper, facebook reaction users scraper, facebook reaction list extractor, facebook post audience insights, facebook engagement dashboard data, facebook reaction monitoring software, apify facebook scraper, apify facebook reactions scraper, apify facebook engagement scraper, apify social media scraper, facebook data extraction tool, facebook automation tool, facebook intelligence scraper.

πŸ”₯ Key Features

πŸ‘ Extract Facebook Reaction Counts

Collect detailed reaction metrics including:

  • Like
  • Love
  • Haha
  • Wow
  • Care
  • Sad
  • Angry

πŸ“ˆ Engagement Analytics

Retrieve important engagement metrics such as:

  • Total reaction count
  • Comment count
  • Share count
  • Aggregated engagement information
  • Top reactions

πŸ“ Extract Post Content

Collect post-level content including:

  • Post text
  • Post URL
  • Page information
  • Media assets

πŸ–Ό Media Extraction

Capture media associated with Facebook posts:

  • Photo URLs
  • Media metadata
  • Post images

πŸ‘₯ Multiple Profiles in One Run

Process multiple Facebook pages and profiles simultaneously.


πŸ”— Flexible Input Options

Supports:

  • Facebook usernames
  • Facebook page URLs
  • Facebook profile URLs
  • Mixed input lists

πŸ“Š Analytics-Ready Output

Receive structured JSON output suitable for:

  • BI dashboards
  • Data warehouses
  • CRM systems
  • Reporting tools
  • Data analysis workflows

βš™οΈ Input Configuration

FieldTypeDescription
usernamesArrayOne or more Facebook usernames
urlsArrayOne or more Facebook profile or page URLs
maxItemsPerUrlIntegerMaximum number of posts to extract per profile/page

πŸ“₯ Supported Input Formats

Username Input

{
"usernames": [
"Cristiano",
"SelenaGomez"
]
}

URL Input

{
"urls": [
"https://www.facebook.com/Cristiano",
"https://www.facebook.com/Selena"
]
}

Mixed Input

{
"usernames": [
"Cristiano"
]
"urls": [
"https://www.facebook.com/Selena/"
],
"maxItemsPerUrl": 20,
}

πŸ“€ Output Data

The actor returns detailed Facebook post engagement and reaction information.


πŸ‘€ Profile Information

FieldDescriptionExample
namePage or profile nameCristiano Ronaldo
urlSource profile URLhttps://facebook.com/Cristiano
pageUrlFacebook page URLhttps://facebook.com/Cristiano
pageIdFacebook page/profile ID123456789
profilePictureProfile image URLhttps://...jpg

πŸ“ Post Information

FieldDescriptionExample
post_urlDirect Facebook post URLhttps://facebook.com/...
postTextPost content textThank you everyone!

πŸ‘ Reaction Statistics

FieldDescriptionExample
like_countNumber of likes12000
love_countNumber of love reactions4500
haha_countNumber of haha reactions300
wow_countNumber of wow reactions150
care_countNumber of care reactions85
sad_countNumber of sad reactions20
angry_countNumber of angry reactions15

πŸ“Š Engagement Metrics

FieldDescriptionExample
comment_countTotal comments532
share_countTotal shares180
i18n_share_countLocalized share count180 Shares
engagement.reaction_countTotal reactions17070
engagement.aggregated_reaction_countAggregated reactions17070
engagement.i18n_reaction_countLocalized reaction count17K Reactions
engagement.ig_reaction_countInstagram-linked reactions if available0
engagement.top_reactionMost popular reactionLove

😊 Detailed Reactions Array

FieldDescription
reactions[].nameReaction type
reactions[].countReaction count
reactions[].i18nLocalized reaction count

Example:

[
{
"name": "Love",
"count": 4500,
"i18n": "4.5K"
}
]

πŸ–Ό Media Information

FieldDescription
media.photo_urlsArray of image URLs attached to the post

πŸ“‹ Example Input

{
"usernames": [
"Cristiano",
"Selena"
],
"maxItemsPerUrl": 20
}

πŸ“„ Example Output

[
{
"url": "https://www.facebook.com/Cristiano",
"name": "Cristiano Ronaldo",
"post_url": "https://www.facebook.com/Cristiano/posts/pfbid02rcceoWCdAcMyfAPvmRfwo1JuqQmRbSa2SYarA2A5ZhyBRs68PE9ozRAQ6k1mNqcDl",
"pageUrl": "https://www.facebook.com/Cristiano",
"profilePicture": "https://scontent.fhkg4-1.fna.fbcdn.net/v/t39.30808-1/724056214_1657518462401354_1550185043079196898_n.jpg?stp=c0.54.1366.1366a_cp0_dst-jpg_tt6&cstp=mx1366x1366&ctp=s50x50&_nc_cat=1&ccb=1-7&_nc_sid=2d3e12&_nc_ohc=8sZbgztjdoAQ7kNvwFmxBI1&_nc_oc=AdojKcxq88r5nNd8lJw_AgfcUS1WsoJhTebFckggQ6Vj9Q3psGCQpjWdJw1dY1klAbk&_nc_zt=24&_nc_ht=scontent.fhkg4-1.fna&_nc_gid=GbNS7Sx8vUMLqXKKQkUaGA&_nc_ss=7e289&oh=00_AQAahg-qCrSri8QnuM4R8MpQ1lMpsWxaxN1XayiO4kZh7A&oe=6A611620",
"postText": "Uma vitΓ³ria de milhΓ΅es!",
"pageId": "100044296486382",
"media": {
"photo_urls": [
"https://scontent.fhkg4-2.fna.fbcdn.net/v/t39.99422-6/743497240_1268623201870018_1504448116971137776_n.png?stp=dst-jpg_tt6&cstp=mx1100x757&ctp=s843x403&_nc_cat=109&ccb=1-7&_nc_sid=127cfc&_nc_ohc=0MVTcIzkGO4Q7kNvwEnyJER&_nc_oc=AdqUVWl1oe0bxmEDGq6fsJvea_EWjuVZChhNFdOkNRoEV5-ZPjO_G0lx-j62PdJogDM&_nc_zt=14&_nc_ht=scontent.fhkg4-2.fna&_nc_gid=GbNS7Sx8vUMLqXKKQkUaGA&_nc_ss=7e289&oh=00_AQCJYHXy8u7bitxkCsji4L_xtw2YAdRCwhNuDHgaUP20fw&oe=6A610A07",
"https://scontent.fhkg4-1.fna.fbcdn.net/v/t39.99422-6/744109107_1042652254820040_2165388457629684431_n.png?stp=dst-jpg_tt6&cstp=mx1409x969&ctp=s843x403&_nc_cat=110&ccb=1-7&_nc_sid=127cfc&_nc_ohc=-bQfwQSSCaUQ7kNvwHwqcgF&_nc_oc=Ado86P41JfhAjxaI5Ip9oXIS8en-m3Cpm-oqghXC2vHu44Z3oin0pr2ANO1OcvX7BFk&_nc_zt=14&_nc_ht=scontent.fhkg4-1.fna&_nc_gid=GbNS7Sx8vUMLqXKKQkUaGA&_nc_ss=7e289&oh=00_AQDYRlKssw045Uu_zxjiglP3boO0HO_wzca2RrS-dx89Bw&oe=6A612150"
]
},
"like_count": 978930,
"love_count": 545793,
"haha_count": 257629,
"wow_count": 1477,
"care_count": 85722,
"sad_count": 1472,
"angry_count": 415,
"comment_count": 146546,
"share_count": 25994,
"i18n_share_count": "25K",
"reactions": [
{
"name": "Like",
"count": 978930,
"i18n": "978K"
},
{
"name": "Love",
"count": 545793,
"i18n": "545K"
},
{
"name": "Haha",
"count": 257629,
"i18n": "257K"
},
{
"name": "Care",
"count": 85722,
"i18n": "85K"
},
{
"name": "Wow",
"count": 1477,
"i18n": "1.4K"
},
{
"name": "Sad",
"count": 1472,
"i18n": "1.4K"
},
{
"name": "Angry",
"count": 415,
"i18n": "415"
}
],
"engagement": {
"reaction_count": 1871438,
"aggregated_reaction_count": null,
"i18n_reaction_count": "1.8M",
"ig_reaction_count": null,
"top_reactions": [
{
"visible_in_bling_bar": true,
"node": {
"id": "1635855486666999",
"localized_name": "Like"
},
"i18n_reaction_count": "978K",
"reaction_count": 978930
},
{
"visible_in_bling_bar": true,
"node": {
"id": "1678524932434102",
"localized_name": "Love"
},
"i18n_reaction_count": "545K",
"reaction_count": 545793
},
{
"visible_in_bling_bar": true,
"node": {
"id": "115940658764963",
"localized_name": "Haha"
},
"i18n_reaction_count": "257K",
"reaction_count": 257629
},
{
"visible_in_bling_bar": false,
"node": {
"id": "613557422527858",
"localized_name": "Care"
},
"i18n_reaction_count": "85K",
"reaction_count": 85722
},
{
"visible_in_bling_bar": false,
"node": {
"id": "478547315650144",
"localized_name": "Wow"
},
"i18n_reaction_count": "1.4K",
"reaction_count": 1477
},
{
"visible_in_bling_bar": false,
"node": {
"id": "908563459236466",
"localized_name": "Sad"
},
"i18n_reaction_count": "1.4K",
"reaction_count": 1472
},
{
"visible_in_bling_bar": false,
"node": {
"id": "444813342392137",
"localized_name": "Angry"
},
"i18n_reaction_count": "415",
"reaction_count": 415
}
],
"top_reaction": {
"visible_in_bling_bar": true,
"node": {
"id": "1635855486666999",
"localized_name": "Like"
},
"i18n_reaction_count": "978K",
"reaction_count": 978930
}
}
},
{
"url": "https://www.facebook.com/Cristiano",
"name": "Cristiano Ronaldo",
"post_url": "https://www.facebook.com/Cristiano/posts/pfbid021jQqp3XXmFaCsLd4Am2d1kWDPbKVzsinjS7wRr89sJjHqdsbaYb5yYvu8vT7PQYjl",
"pageUrl": "https://www.facebook.com/Cristiano",
"profilePicture": "https://scontent.fhkg4-1.fna.fbcdn.net/v/t39.30808-1/724056214_1657518462401354_1550185043079196898_n.jpg?stp=c0.54.1366.1366a_cp0_dst-jpg_tt6&cstp=mx1366x1366&ctp=s50x50&_nc_cat=1&ccb=1-7&_nc_sid=2d3e12&_nc_ohc=8sZbgztjdoAQ7kNvwFmxBI1&_nc_oc=AdojKcxq88r5nNd8lJw_AgfcUS1WsoJhTebFckggQ6Vj9Q3psGCQpjWdJw1dY1klAbk&_nc_zt=24&_nc_ht=scontent.fhkg4-1.fna&_nc_gid=GbNS7Sx8vUMLqXKKQkUaGA&_nc_ss=7e289&oh=00_AQAahg-qCrSri8QnuM4R8MpQ1lMpsWxaxN1XayiO4kZh7A&oe=6A611620",
"postText": "Portugal Sempre",
"pageId": "100044296486382",
"media": {
"photo_urls": [
"https://scontent.fhkg4-1.fna.fbcdn.net/v/t39.30808-6/743910101_1681891989964001_4164624205712509643_n.jpg?stp=dst-jpg_s590x590_tt6&_nc_cat=1&ccb=1-7&_nc_sid=127cfc&_nc_ohc=wLTXVuTrRdcQ7kNvwH0SSb2&_nc_oc=AdpbVTLQRJKlRaIgND9yWes742taGQ3fgsgZR5QKNHc-sYGtla1lOfv8TnBJsZG1rnE&_nc_zt=23&_nc_ht=scontent.fhkg4-1.fna&_nc_gid=fY22zVsLqlkvVFEGhiJ4DA&_nc_ss=7e289&oh=00_AQA59MS8vliBfYulNS7UwFgDWhVsjnztnwFQhiLJtiPiMg&oe=6A610D48",
"https://scontent.fhkg4-1.fna.fbcdn.net/v/t39.30808-6/741454372_1681895953296938_1365161436614008118_n.jpg?stp=dst-jpg_s590x590_tt6&_nc_cat=1&ccb=1-7&_nc_sid=127cfc&_nc_ohc=h0t6QOCRu2sQ7kNvwEAbXn2&_nc_oc=AdrKIU4VnQAxGyTmbjC9xp1E0vGMutP1MiVHYeqHruE9yXX7YelHehSZkN1JLhQnJac&_nc_zt=23&_nc_ht=scontent.fhkg4-1.fna&_nc_gid=fY22zVsLqlkvVFEGhiJ4DA&_nc_ss=7e289&oh=00_AQDP5uolMOsEf_nr4ftkM2Vx5jSb9GHFg5-AzYLXzuOgEQ&oe=6A612903"
]
},
"like_count": 1142963,
"love_count": 618572,
"haha_count": 17614,
"wow_count": 670,
"care_count": 104425,
"sad_count": 7755,
"angry_count": 217,
"comment_count": 91127,
"share_count": 16859,
"i18n_share_count": "16K",
"reactions": [
{
"name": "Like",
"count": 1142963,
"i18n": "1.1M"
},
{
"name": "Love",
"count": 618572,
"i18n": "618K"
},
{
"name": "Care",
"count": 104425,
"i18n": "104K"
},
{
"name": "Haha",
"count": 17614,
"i18n": "17K"
},
{
"name": "Sad",
"count": 7755,
"i18n": "7.7K"
},
{
"name": "Wow",
"count": 670,
"i18n": "670"
},
{
"name": "Angry",
"count": 217,
"i18n": "217"
}
],
"engagement": {
"reaction_count": 1892216,
"aggregated_reaction_count": null,
"i18n_reaction_count": "1.8M",
"ig_reaction_count": null,
"top_reactions": [
{
"visible_in_bling_bar": true,
"node": {
"id": "1635855486666999",
"localized_name": "Like"
},
"i18n_reaction_count": "1.1M",
"reaction_count": 1142963
},
{
"visible_in_bling_bar": true,
"node": {
"id": "1678524932434102",
"localized_name": "Love"
},
"i18n_reaction_count": "618K",
"reaction_count": 618572
},
{
"visible_in_bling_bar": true,
"node": {
"id": "613557422527858",
"localized_name": "Care"
},
"i18n_reaction_count": "104K",
"reaction_count": 104425
},
{
"visible_in_bling_bar": false,
"node": {
"id": "115940658764963",
"localized_name": "Haha"
},
"i18n_reaction_count": "17K",
"reaction_count": 17614
},
{
"visible_in_bling_bar": false,
"node": {
"id": "908563459236466",
"localized_name": "Sad"
},
"i18n_reaction_count": "7.7K",
"reaction_count": 7755
},
{
"visible_in_bling_bar": false,
"node": {
"id": "478547315650144",
"localized_name": "Wow"
},
"i18n_reaction_count": "670",
"reaction_count": 670
},
{
"visible_in_bling_bar": false,
"node": {
"id": "444813342392137",
"localized_name": "Angry"
},
"i18n_reaction_count": "217",
"reaction_count": 217
}
],
"top_reaction": {
"visible_in_bling_bar": true,
"node": {
"id": "1635855486666999",
"localized_name": "Like"
},
"i18n_reaction_count": "1.1M",
"reaction_count": 1142963
}
}
}
]

🎯 Use Cases

πŸ“ˆ Social Media Analytics

Track post performance and audience engagement over time.


🏒 Competitor Analysis

Monitor competitors' Facebook content and identify top-performing posts.


πŸ” Market Research

Understand audience sentiment through Facebook reaction patterns.


πŸ’Ό Lead Generation

Identify highly engaged pages and communities within specific industries.


🀝 CRM Enrichment

Enhance customer intelligence datasets with social engagement signals.


πŸ“Š Business Intelligence

Feed Facebook engagement data into BI tools and reporting systems.


🎯 Influencer Research

Measure influencer engagement and reaction performance.


πŸŽ“ Academic Research

Analyze public social media engagement trends and behavior.


⚑ Performance & Reliability

This actor is designed to provide:

  • Multiple profile processing
  • Structured data extraction
  • Flexible input handling
  • Consistent JSON output
  • Pagination support for larger datasets
  • Duplicate input handling
  • Scalable data collection across multiple profiles

Performance depends on:

  • Number of profiles processed
  • Number of posts requested
  • Availability of public content
  • Facebook page activity level

πŸ’° Pricing

This Actor is designed to provide a cost-efficient way to collect Facebook post reactions and engagement metrics.

Pricing depends on:

  • Number of profiles processed
  • Number of posts collected
  • Overall usage volume

For current pricing details, please refer to the Actor pricing section on Apify.


🌟 Benefits

Save Hours of Manual Research

Automatically collect Facebook post reaction data without manually opening posts.

Monitor Audience Sentiment

Understand how audiences react to content using detailed reaction breakdowns.

Build Better Marketing Strategies

Identify the types of content generating the highest engagement.

Scale Data Collection

Analyze multiple Facebook pages and profiles from a single run.

Easy Data Integration

Structured JSON output makes integration simple.


❓ FAQ

1. What does this actor scrape?

It extracts Facebook post reactions, engagement metrics, post content, profile information, and media data from public Facebook pages and profiles.

2. Does it collect reaction breakdowns?

Yes. It collects Like, Love, Haha, Wow, Care, Sad, and Angry reaction counts when available.

3. Can I scrape multiple Facebook pages at once?

Yes. You can provide multiple usernames and URLs in a single run.

4. Can I scrape Facebook profiles?

Yes. Public Facebook profiles and pages are supported.

5. Does it return post URLs?

Yes. Direct post URLs are included in the output.

6. Can I collect images from posts?

Yes. Available photo URLs associated with posts are returned.

7. Can I limit the number of posts collected?

Yes. Use the maxItemsPerUrl parameter.

8. Is the output available in JSON format?

Yes. All results are returned in structured JSON format.

9. Can I use the data for analytics?

Absolutely. The output is suitable for analytics, dashboards, reporting, and research.

10. Is login required?

The actor is designed to work with publicly available Facebook content.

11. Can I monitor competitor engagement?

Yes. Competitor analysis is one of the most common use cases.

12. Does the actor provide comment counts and share counts?

Yes. Engagement metrics include comments and shares when available.


πŸ”’ Privacy & Compliance

This Actor is intended to collect publicly available Facebook data only.

Users are responsible for ensuring their use complies with:

  • Facebook Terms of Service
  • Local laws and regulations
  • Data privacy requirements
  • Internal compliance policies

The Actor is not intended to access private accounts, private content, or restricted information.


πŸš€ Start Extracting Facebook Post Reactions Today

Collect detailed Facebook reaction analytics, engagement metrics, post performance data, and audience sentiment signals from public Facebook pages and profiles with the Facebook Posts Reactions Scraper.

Perfect for marketers, researchers, agencies, brands, analysts, growth teams, and data professionals looking to scale Facebook engagement analysis.


Here my another actors:

Youtube Iteams:

Tiktok Iteams:

Snapchat Iteams:

Instagram Iteams:

Facebook Iteams:

Amazon Iteams: