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

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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Que pouvez-vous construire avec le scraper Instagram Comments, Replies and Subscribers Scraper (No Cookie) Scraper API ?

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.

XCrawl

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.

XCrawl

Scalable Python Integration

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

Adopté par des équipes data-driven du monde entier

Utilisé par les équipes analytics, recherche, veille & croissance.

XCrawl

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

Accédez aux formats Instagram Comments, Replies and Subscribers Scraper (No Cookie) Scraper API les plus utilisés — structurés, normalisés, prêts pour la production.

Instagram Comment Scraper

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

Méthode de scraping :
  • 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.

Méthode de scraping :
  • 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.

Méthode de scraping :
  • post_id
  • comment_count
  • top_comments
  • avg_likes
  • engagement_rate
  • hashtags

Instagram Scraper API

Access subscriber lists and follower data without authentication.

Méthode de scraping :
  • user_id
  • subscriber_count
  • followers_list
  • following_count
  • bio
  • profile_pic_url

Scraping Instagram Comments

Search and filter comments by keywords across Instagram searches.

Méthode de scraping :
  • 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.

Méthode de scraping :
  • dataset_id
  • total_records
  • export_url
  • last_updated
  • status
  • error_log

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

XCrawl

API Scraping (pour les développeurs)

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 (pour équipes ops & growth)

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.

Exemples de code

Récupérez les posts et infos auteur Instagram Comments, Replies and Subscribers Scraper (No Cookie) Scraper API en quelques secondes par un simple appel API.

Entrée
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\"}"
Sortie
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":[
],
},
},
},
],
},

Comment fonctionne l’API Scraper Instagram Comments, Replies and Subscribers Scraper (No Cookie) Scraper API ?

  • XCrawlRotation IP intelligente
  • XCrawlReconnaissance CAPTCHA automatique
  • XCrawlEntêtes HTTP
  • XCrawlParsing automatique des pages
  • XCrawlSupport personnalisable

Que peut faire notre API pour vous ?

XCrawl

Gestion des proxies

Sélection et rotation ML des proxies à partir de notre pool premium de 190 pays.

XCrawl

Empreintes pilotées par l’IA

Entêtes HTTP, JS et empreintes navigateur uniques pour résister aux contenus dynamiques.

XCrawl

Bypass CAPTCHA

Relances et contournement CAPTCHA automatiques pour une collecte ininterrompue.

XCrawl

Extraction de données en masse

Extrayez sur plusieurs pages en même temps, jusqu’à 10k URLs par lot.

XCrawl

Options de livraison multiples

Recevez vos données via SFTP, AWSS3 ou récupérez-les via API.

XCrawl

Scraping programmé

Définissez votre fréquence souhaitée d’extraction automatisée, livrée directement sur votre cloud storage.

XCrawl

Infrastructure sans maintenance

Supprimez les soucis de proxies et d’infrastructure. Plus besoin de bâtir des systèmes de crawler.

XCrawl

Très évolutif

Intégration simple et support de personnalisation.

XCrawl

Support 24/7

Profitez d’un support professionnel pour toute question ou problème.

XCrawl Transparent

Tarification flexible

Tarification transparente de web scraping avec des plans d'abonnement API flexibles. Comparez les coûts d'extraction de données, achetez l'accès crawler et commencez gratuitement — puis évoluez à votre rythme.

Mensuel
Annuel Populaire
Nous acceptons ces méthodes de paiement :XCrawl ...

Formules évolutives

Formules haut volume pour les équipes en quête de puissance et de support dédié.

Profitez de limites de débit plus élevées, plus de navigateurs concurrents et d’un support prioritaire.

Contacter le service commercial
Nous fournissons des solutions sur mesure d’envergure entreprise

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Que disent nos clients ?

★★★★★
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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Questions fréquentes

Tout ce que vous devez savoir sur XCrawl.

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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