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Instagram Comments, Replies and Subscribers Scraper (No Cookie) Scraper API

Unlock Instagram data effortlessly with the Instagram Comments, Replies and Subscribers Scraper (No Cookie) Scraper API. This powerful instagram scraper API bypasses authentication hurdles without cookies, delivering structured JSON data on comments, threaded replies, and subscriber lists. Say goodbye to IP blocking, complex parsing, and manual scraping instagram efforts—scale your instagram scraping with reliable, real-time extraction.

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Was können Sie mit dem Instagram Comments, Replies and Subscribers Scraper (No Cookie) Scraper API Scraper bauen?

Build sentiment analysis tools to process scraped instagram comments for brand insights, create engagement dashboards tracking replies and likes via instagram comments scraper, or monitor subscriber growth for influencer marketing. Use this instagram scraper api for competitor analysis on user interactions, automated reporting on comment trends, and dataset generation for machine learning models from instagram data.

XCrawl

No Cookie Authentication

Access public Instagram comments, replies, and subscribers without cookies or logins, ensuring seamless instagram scraper api integration and compliance with platform policies using structured JSON endpoints.

XCrawl

Real-Time Data Extraction

Fetch fresh instagram comments scraper data instantly with async requests, perfect for Python instagram scraper scripts handling high-volume scraping instagram data without rate limits or delays.

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Threaded Replies Support

Capture full conversation trees from scrape instagram comments, including nested replies and engagement metrics, exported as clean datasets for analysis in tools like Python or Node.js.

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Scalable Python Integration

Easily integrate with instagram scraper python libraries for automated workflows, supporting bulk requests and pagination for comprehensive instagram data scraper operations.

Vertraut von datengetriebenen Teams weltweit

Eingesetzt von Teams in Analyse, Forschung, Monitoring und Growth-Workflows.

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Verfügbare Instagram Comments, Replies and Subscribers Scraper (No Cookie) Scraper API Scraper

Greifen Sie auf die meistgenutzten Instagram Comments, Replies and Subscribers Scraper (No Cookie) Scraper API Datentypen zu – vollständig strukturiert, einheitlich formatiert und produktionsbereit.

Instagram Comment Scraper

Extract all comments from Instagram posts with full text, authors, and timestamps.

Scraping-Methode:
  • comment_id
  • text
  • author_username
  • author_id
  • likes_count
  • timestamp
  • is_reply

Scrape Instagram Comments

Pull threaded replies and nested conversations from specific Instagram posts.

Scraping-Methode:
  • parent_comment_id
  • reply_text
  • reply_author
  • reply_likes
  • reply_timestamp
  • depth_level
  • media_url

Instagram Comments Scraper

Gather engagement metrics and top comments for posts or profiles.

Scraping-Methode:
  • post_id
  • comment_count
  • top_comments
  • avg_likes
  • engagement_rate
  • hashtags

Instagram Scraper API

Access subscriber lists and follower data without authentication.

Scraping-Methode:
  • user_id
  • subscriber_count
  • followers_list
  • following_count
  • bio
  • profile_pic_url

Scraping Instagram Comments

Search and filter comments by keywords across Instagram searches.

Scraping-Methode:
  • search_query
  • matching_comments
  • user_profiles
  • relevance_score
  • publish_date
  • media_type

Instagram Data Scraper

Download complete datasets of comments, replies, and subscribers in JSON.

Scraping-Methode:
  • dataset_id
  • total_records
  • export_url
  • last_updated
  • status
  • error_log

Instagram Comments, Replies and Subscribers Scraper (No Cookie) Scraper API Crawling-Methoden

XCrawl

API Scraping (Für Entwickler)

Integrate via simple REST API endpoints for programmatic instagram scraper access.

  • XCrawl
    Python SDK Ready
    Use instagram scraper python wrappers for async requests and easy pagination in your data pipelines.
  • XCrawl
    JSON Responses
    Receive structured data from scrape instagram comments directly integrable with Pandas or databases.
  • XCrawl
    Rate Limit Handling
    Built-in retries and proxies ensure reliable high-volume instagram comments scraper operations.
XCrawl

No-Code Scraping (Für Ops- & Growth-Teams)

Use our intuitive dashboard for visual Instagram data extraction without coding.

  • XCrawl
    Visual Post Selection
    Point-and-click to select posts for instagram comments scraper and preview data instantly.
  • XCrawl
    Automated Scheduling
    Set cron jobs to regularly scrape instagram comments and get email notifications.
  • XCrawl
    CSV/Excel Exports
    Download cleaned datasets from instagram scraper api for BI tools like Google Sheets.

Code-Beispiele

Rufen Sie Instagram Comments, Replies and Subscribers Scraper (No Cookie) Scraper API Beiträge und Autoreninformationen in Sekunden mit einem einfachen API-Aufruf ab.

Eingabe
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Ausgabe
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

So funktioniert die Instagram Comments, Replies and Subscribers Scraper (No Cookie) Scraper API Scraper API

  • XCrawlIntelligente IP-Rotation
  • XCrawlAutomatische CAPTCHA-Erkennung
  • XCrawlHTTP-Header
  • XCrawlAutomatische Webseiten-Analyse
  • XCrawlAnpassbarer Support

Was kann unsere API für Sie tun?

XCrawl

Proxy-Management

ML-basierte Proxy-Auswahl und -Rotation – mit unserem Premium-Proxy-Pool aus 190 Ländern.

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KI-gesteuertes Fingerprinting

Einzigartige HTTP-Header, JavaScript- und Browser-Fingerprints sorgen für Widerstandsfähigkeit gegenüber dynamischen Inhalten.

XCrawl

CAPTCHA-Umgehung

Automatische Wiederholung und CAPTCHA-Umgehung für eine unterbrechungsfreie Datengewinnung.

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Massendatenextraktion

Extrahieren Sie Daten gleichzeitig von mehreren Seiten – mit bis zu 10.000 URLs pro Durchgang.

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Mehrere Bereitstellungsoptionen

Empfangen Sie Daten über Cloudspeicher wie SFTP oder AWSS3 oder rufen Sie Ergebnisse per API ab.

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Geplantes Scraping

Stellen Sie die gewünschte Frequenz für automatisierte, zeitgesteuerte Datenerhebung ein. Ergebnisse werden direkt an Ihren Cloud-Speicher geliefert.

XCrawl

Wartungsfreie Infrastruktur

Vermeiden Sie Proxy-Wartung und Infrastrukturaufwand. Sie müssen kein eigenes Crawling-System bauen.

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Hochgradig skalierbar

Leicht integrierbar und anpassbar.

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24/7 Support

Erhalten Sie professionellen Support bei Fragen oder Problemen.

XCrawl Transparent

Flexible Preise

Transparente Web-Scraping-Preise mit flexiblen API-Abonnement-Plänen. Vergleichen Sie Datenextraktionskosten, kaufen Sie Crawler-Zugang und starten Sie kostenlos — dann skalieren Sie nach Bedarf.

Monatlich
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Skalierungs-Tarife

High-Volume-Tarife für Teams mit hohem Bedarf und dediziertem Support.

Profitieren Sie von höheren Raten, mehr gleichzeitigen Browsern und Prioritätssupport.

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Wir bieten individuelle Enterprise-Lösungen

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Was sagen unsere Kunden?

★★★★★
5.0

This instagram scraper api transformed our comment analysis—fast, accurate datasets without cookies!

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Scrape instagram comments effortlessly; threaded replies data is perfect for sentiment tracking.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Instagram scraper python integration was seamless—JSON output saved weeks of parsing.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Best instagram comments scraper for subscriber insights; no IP blocks, pure reliability.

Laura Patel
Laura Patel
Product Analyst
★★★★★
5.0

Instagram data scraper delivers high-quality datasets for our models—highly recommend!

David Ortiz
David Ortiz
ML Engineer
★★★★★
4.9

Scraping instagram comments has never been easier; real-time data boosts our campaigns.

Emma Wong
Emma Wong
Social Media Manager
★★★★★
5.0

Scalable instagram scraper api handles our volume perfectly—no downtime.

Jordan Lee
Jordan Lee
DevOps Lead
★★★★★
4.7

Love the structured output from this instagram comments scraper—exports to Excel instantly.

Sophia Garcia
Sophia Garcia
BI Analyst
★★★★★
5.0

Python instagram scraper workflows are a breeze; accurate replies and engagement metrics.

Ryan Thompson
Ryan Thompson
Full-Stack Developer
★★★★★
4.9

Downloaded massive instagram data scraper sets for my thesis—flawless execution.

Nina Desai
Nina Desai
Researcher
★★★★★
5.0

This instagram scraper api transformed our comment analysis—fast, accurate datasets without cookies!

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Scrape instagram comments effortlessly; threaded replies data is perfect for sentiment tracking.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Instagram scraper python integration was seamless—JSON output saved weeks of parsing.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Best instagram comments scraper for subscriber insights; no IP blocks, pure reliability.

Laura Patel
Laura Patel
Product Analyst
★★★★★
5.0

Instagram data scraper delivers high-quality datasets for our models—highly recommend!

David Ortiz
David Ortiz
ML Engineer
★★★★★
4.9

Scraping instagram comments has never been easier; real-time data boosts our campaigns.

Emma Wong
Emma Wong
Social Media Manager
★★★★★
5.0

Scalable instagram scraper api handles our volume perfectly—no downtime.

Jordan Lee
Jordan Lee
DevOps Lead
★★★★★
4.7

Love the structured output from this instagram comments scraper—exports to Excel instantly.

Sophia Garcia
Sophia Garcia
BI Analyst
★★★★★
5.0

Python instagram scraper workflows are a breeze; accurate replies and engagement metrics.

Ryan Thompson
Ryan Thompson
Full-Stack Developer
★★★★★
4.9

Downloaded massive instagram data scraper sets for my thesis—flawless execution.

Nina Desai
Nina Desai
Researcher
★★★★★
5.0

This instagram scraper api transformed our comment analysis—fast, accurate datasets without cookies!

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Scrape instagram comments effortlessly; threaded replies data is perfect for sentiment tracking.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Instagram scraper python integration was seamless—JSON output saved weeks of parsing.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Best instagram comments scraper for subscriber insights; no IP blocks, pure reliability.

Laura Patel
Laura Patel
Product Analyst
★★★★★
5.0

Instagram data scraper delivers high-quality datasets for our models—highly recommend!

David Ortiz
David Ortiz
ML Engineer
★★★★★
4.9

Scraping instagram comments has never been easier; real-time data boosts our campaigns.

Emma Wong
Emma Wong
Social Media Manager
★★★★★
5.0

Scalable instagram scraper api handles our volume perfectly—no downtime.

Jordan Lee
Jordan Lee
DevOps Lead
★★★★★
4.7

Love the structured output from this instagram comments scraper—exports to Excel instantly.

Sophia Garcia
Sophia Garcia
BI Analyst
★★★★★
5.0

Python instagram scraper workflows are a breeze; accurate replies and engagement metrics.

Ryan Thompson
Ryan Thompson
Full-Stack Developer
★★★★★
4.9

Downloaded massive instagram data scraper sets for my thesis—flawless execution.

Nina Desai
Nina Desai
Researcher
★★★★★
5.0

This instagram scraper api transformed our comment analysis—fast, accurate datasets without cookies!

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Scrape instagram comments effortlessly; threaded replies data is perfect for sentiment tracking.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Instagram scraper python integration was seamless—JSON output saved weeks of parsing.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Best instagram comments scraper for subscriber insights; no IP blocks, pure reliability.

Laura Patel
Laura Patel
Product Analyst
★★★★★
5.0

Instagram data scraper delivers high-quality datasets for our models—highly recommend!

David Ortiz
David Ortiz
ML Engineer
★★★★★
4.9

Scraping instagram comments has never been easier; real-time data boosts our campaigns.

Emma Wong
Emma Wong
Social Media Manager
★★★★★
5.0

Scalable instagram scraper api handles our volume perfectly—no downtime.

Jordan Lee
Jordan Lee
DevOps Lead
★★★★★
4.7

Love the structured output from this instagram comments scraper—exports to Excel instantly.

Sophia Garcia
Sophia Garcia
BI Analyst
★★★★★
5.0

Python instagram scraper workflows are a breeze; accurate replies and engagement metrics.

Ryan Thompson
Ryan Thompson
Full-Stack Developer
★★★★★
4.9

Downloaded massive instagram data scraper sets for my thesis—flawless execution.

Nina Desai
Nina Desai
Researcher
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Häufig gestellte Fragen

Alles, was Sie über XCrawl wissen müssen.

How does the Instagram Comments Scraper API work?
Send POST requests to endpoints with post URLs or user IDs; our servers handle rendering, extraction, and return structured JSON without needing cookies or browsers.
What determines pricing?
Billed by successful records extracted (comments, replies, subscribers), with volume tiers, overage fees, and free trial credits—no per-request or flat fees.
What data coverage and limitations apply?
Covers public posts' comments, threaded replies, and subscriber counts; private content or deleted data unavailable due to platform restrictions.
Is this legal and compliant?
Designed for public data only, respecting robots.txt and rate limits—users must ensure their use complies with Instagram's ToS and local laws.
What integration support is available?
SDKs for Python, Node.js; full docs, code samples, and Slack support for instagram scraper api setup and troubleshooting.

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