Facebook Posts Reactions Scraper
Pricing
from $2.50 / 1,000 results
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
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0.0
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Alpha Scraper
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4
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2
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3 days ago
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π 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.
β Why Choose This Actor?
| Feature | This Actor | Other Similar Actors |
|---|---|---|
| Reaction-Level Data | β Yes | β οΈ Limited |
| Like, Love, Haha, Wow, Care, Sad, Angry Counts | β Yes | β οΈ Partial |
| Post Engagement Metrics | β Yes | β οΈ Limited |
| Multiple Profile Support | β Yes | β οΈ Sometimes |
| Username & URL Inputs | β Yes | β οΈ Usually One Format |
| Public Profile & Page Support | β Yes | β Yes |
| Structured JSON Output | β Yes | β οΈ Varies |
| Scalable Extraction | β Yes | β οΈ Limited |
| Cost Efficiency | β High | β οΈ Medium |
| Easy Integration | β Yes | β οΈ Varies |
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π₯ Key Features
π Extract Facebook Reaction Counts
Collect detailed reaction metrics including:
- Like
- Love
- Haha
- Wow
- Care
- Sad
- Angry
π Engagement Analytics
Retrieve important engagement metrics such as:
- Total reaction count
- Comment count
- Share count
- Aggregated engagement information
- Top reactions
π Extract Post Content
Collect post-level content including:
- Post text
- Post URL
- Page information
- Media assets
πΌ Media Extraction
Capture media associated with Facebook posts:
- Photo URLs
- Media metadata
- Post images
π₯ Multiple Profiles in One Run
Process multiple Facebook pages and profiles simultaneously.
π Flexible Input Options
Supports:
- Facebook usernames
- Facebook page URLs
- Facebook profile URLs
- Mixed input lists
π Analytics-Ready Output
Receive structured JSON output suitable for:
- BI dashboards
- Data warehouses
- CRM systems
- Reporting tools
- Data analysis workflows
βοΈ Input Configuration
| Field | Type | Description |
|---|---|---|
| usernames | Array | One or more Facebook usernames |
| urls | Array | One or more Facebook profile or page URLs |
| maxItemsPerUrl | Integer | Maximum number of posts to extract per profile/page |
π₯ 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,}
π€ Output Data
The actor returns detailed Facebook post engagement and reaction information.
π€ Profile Information
| Field | Description | Example |
|---|---|---|
| name | Page or profile name | Cristiano Ronaldo |
| url | Source profile URL | https://facebook.com/Cristiano |
| pageUrl | Facebook page URL | https://facebook.com/Cristiano |
| pageId | Facebook page/profile ID | 123456789 |
| profilePicture | Profile image URL | https://...jpg |
π Post Information
| Field | Description | Example |
|---|---|---|
| post_url | Direct Facebook post URL | https://facebook.com/... |
| postText | Post content text | Thank you everyone! |
π Reaction Statistics
| Field | Description | Example |
|---|---|---|
| like_count | Number of likes | 12000 |
| love_count | Number of love reactions | 4500 |
| haha_count | Number of haha reactions | 300 |
| wow_count | Number of wow reactions | 150 |
| care_count | Number of care reactions | 85 |
| sad_count | Number of sad reactions | 20 |
| angry_count | Number of angry reactions | 15 |
π Engagement Metrics
| Field | Description | Example |
|---|---|---|
| comment_count | Total comments | 532 |
| share_count | Total shares | 180 |
| i18n_share_count | Localized share count | 180 Shares |
| engagement.reaction_count | Total reactions | 17070 |
| engagement.aggregated_reaction_count | Aggregated reactions | 17070 |
| engagement.i18n_reaction_count | Localized reaction count | 17K Reactions |
| engagement.ig_reaction_count | Instagram-linked reactions if available | 0 |
| engagement.top_reaction | Most popular reaction | Love |
π Detailed Reactions Array
| Field | Description |
|---|---|
| reactions[].name | Reaction type |
| reactions[].count | Reaction count |
| reactions[].i18n | Localized reaction count |
Example:
[{"name": "Love","count": 4500,"i18n": "4.5K"}]
πΌ Media Information
| Field | Description |
|---|---|
| media.photo_urls | Array of image URLs attached to the post |
π Example Input
{"usernames": ["Cristiano","Selena"],"maxItemsPerUrl": 20}
π 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}}}]
π― Use Cases
π Social Media Analytics
Track post performance and audience engagement over time.
π’ Competitor Analysis
Monitor competitors' Facebook content and identify top-performing posts.
π Market Research
Understand audience sentiment through Facebook reaction patterns.
πΌ Lead Generation
Identify highly engaged pages and communities within specific industries.
π€ CRM Enrichment
Enhance customer intelligence datasets with social engagement signals.
π Business Intelligence
Feed Facebook engagement data into BI tools and reporting systems.
π― Influencer Research
Measure influencer engagement and reaction performance.
π Academic Research
Analyze public social media engagement trends and behavior.
β‘ 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
π° 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.
π 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.
β 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.
π 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.
π 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.
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