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XCrawlSolutionsSERP Word2Vector Embedding Scraper API

SERP Word2Vector Embedding Scraper API

XCrawl's SERP Word2Vector Embedding Scraper API is the best serp api and serp scraper api for backend developers seeking accurate serp scraping. Bypass rate limits and blocks to extract serp results, rankings, and Word2Vec embeddings in structured JSON. Ideal serp data api for SEO tools, with serp scraper free trial options for quick starts.

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Que pouvez-vous construire avec le scraper SERP Word2Vector Embedding Scraper API ?

Build powerful SEO dashboards tracking keyword rankings via our serp api. Create competitor analysis platforms using real-time serp results from serp scraping api. Develop keyword research tools with serp data api embeddings for semantic analysis, outperforming free serp api alternatives in speed and accuracy.

XCrawl

Real-Time SERP Access

Fetch fresh serp results and serp data instantly via REST endpoints, structured in JSON for seamless integration with Python scripts or Node.js apps using our serp api.

XCrawl

Word2Vec Embeddings

Transform scraped serp results into vector embeddings for advanced NLP tasks, enabling semantic search and clustering with high-precision serp scraper api outputs.

XCrawl

Anti-Blocking Proxies

Rotate IPs automatically to avoid bans during intensive serp scraping, ensuring reliable serp data api access without manual intervention.

XCrawl

Python SDK Ready

Leverage serp api python library for async requests, parsing, and embedding generation, simplifying serp scraper api deployment in data pipelines.

Adopté par des équipes data-driven du monde entier

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

XCrawl

Scrapers SERP Word2Vector Embedding Scraper API disponibles

Accédez aux formats SERP Word2Vector Embedding Scraper API les plus utilisés — structurés, normalisés, prêts pour la production.

serp api

Primary endpoint for querying search results with keyword inputs and returning structured data plus embeddings.

Méthode de scraping :
  • query
  • position
  • title
  • url
  • snippet
  • embeddings
  • timestamp
  • organic_results

serp scraper api

Dedicated scraper for organic and paid serp results, handling dynamic pages for complete extraction.

Méthode de scraping :
  • keyword
  • ranking
  • displayed_link
  • description
  • ads
  • embeddings
  • local_results

serp scraping api

High-volume endpoint optimized for bulk serp scraping sessions with rate limit management.

Méthode de scraping :
  • search_query
  • results_count
  • titles
  • urls
  • snippets
  • vectors
  • featured_snippet

serp data api

Extracts detailed serp data including metrics and embeddings for analytics applications.

Méthode de scraping :
  • term
  • positions
  • rich_snippets
  • images
  • videos
  • embeddings
  • engagement

serps api

Multi-engine serps api support for Google, Bing, with unified JSON and vector outputs.

Méthode de scraping :
  • engine
  • query
  • rank
  • title
  • link
  • summary
  • embedding_vector

serp search api

Real-time serp search api for location-based and personalized result scraping.

Méthode de scraping :
  • search_term
  • location
  • results
  • ad_positions
  • knowledge_graph
  • embeddings

Méthodes de crawling SERP Word2Vector Embedding Scraper API

XCrawl

API Scraping (pour les développeurs)

Integrate the RESTful SERP Word2Vector Embedding Scraper API directly into your code for scalable serp scraping.

  • XCrawl
    Python Integration
    Use serp api python SDK for simple async calls to fetch and embed serp results effortlessly.
  • XCrawl
    JSON Parsing
    Receive clean, structured serp data api outputs ready for databases or ML models.
  • XCrawl
    Custom Parameters
    Fine-tune serp scraper api requests with geo, device, and language filters.
XCrawl

No-code Scraping (pour équipes ops & growth)

Manage serp scraping via an intuitive dashboard, no coding required for quick setups.

  • XCrawl
    Visual Query Builder
    Select keywords and engines visually to launch serp api scrapes instantly.
  • XCrawl
    Automated Scheduling
    Set recurring jobs for daily serp results monitoring and alerts.
  • XCrawl
    CSV Export
    Download serp data api outputs in CSV, Excel, or JSON for easy analysis.

Exemples de code

Récupérez les posts et infos auteur SERP Word2Vector Embedding 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 SERP Word2Vector Embedding 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

Best serp api for real-time rankings. Serp scraper api integration was seamless in Python.

Alex Rivera
Alex Rivera
SEO Lead
★★★★★
4.9

Outstanding serp scraping api. Accurate serp results and embeddings boosted our SEO tools.

Sarah Kim
Sarah Kim
Data Engineer
★★★★★
5.0

Free serp api trial hooked us. Now our go-to serp data api for clients.

Mike Chen
Mike Chen
Founder, SEO Agency
★★★★★
4.8

Serp scraper api delivers clean JSON serp data faster than competitors.

Lisa Patel
Lisa Patel
Growth Hacker
★★★★★
5.0

Serp api python support is top-notch. Perfect for building serp tools.

David Wong
David Wong
Backend Developer
★★★★★
4.9

Reliable serp results tool. Embeddings add huge value to our analysis.

Emma Lopez
Emma Lopez
Marketing Analyst
★★★★★
5.0

Best serp scraper api we've tested. Scales effortlessly for serps api needs.

Tom Harris
Tom Harris
CTO
★★★★★
4.7

Serp scraping api handles everything. Great dataset quality for reports.

Rachel Green
Rachel Green
SEO Specialist
★★★★★
5.0

Serp search api transformed our keyword tracking. Highly recommend.

James Lee
James Lee
Product Manager
★★★★★
4.9

Fast and stable serp data api. Ideal for production serp scraper workflows.

Nina Sokolov
Nina Sokolov
DevOps Engineer
★★★★★
5.0

Best serp api for real-time rankings. Serp scraper api integration was seamless in Python.

Alex Rivera
Alex Rivera
SEO Lead
★★★★★
4.9

Outstanding serp scraping api. Accurate serp results and embeddings boosted our SEO tools.

Sarah Kim
Sarah Kim
Data Engineer
★★★★★
5.0

Free serp api trial hooked us. Now our go-to serp data api for clients.

Mike Chen
Mike Chen
Founder, SEO Agency
★★★★★
4.8

Serp scraper api delivers clean JSON serp data faster than competitors.

Lisa Patel
Lisa Patel
Growth Hacker
★★★★★
5.0

Serp api python support is top-notch. Perfect for building serp tools.

David Wong
David Wong
Backend Developer
★★★★★
4.9

Reliable serp results tool. Embeddings add huge value to our analysis.

Emma Lopez
Emma Lopez
Marketing Analyst
★★★★★
5.0

Best serp scraper api we've tested. Scales effortlessly for serps api needs.

Tom Harris
Tom Harris
CTO
★★★★★
4.7

Serp scraping api handles everything. Great dataset quality for reports.

Rachel Green
Rachel Green
SEO Specialist
★★★★★
5.0

Serp search api transformed our keyword tracking. Highly recommend.

James Lee
James Lee
Product Manager
★★★★★
4.9

Fast and stable serp data api. Ideal for production serp scraper workflows.

Nina Sokolov
Nina Sokolov
DevOps Engineer
★★★★★
5.0

Best serp api for real-time rankings. Serp scraper api integration was seamless in Python.

Alex Rivera
Alex Rivera
SEO Lead
★★★★★
4.9

Outstanding serp scraping api. Accurate serp results and embeddings boosted our SEO tools.

Sarah Kim
Sarah Kim
Data Engineer
★★★★★
5.0

Free serp api trial hooked us. Now our go-to serp data api for clients.

Mike Chen
Mike Chen
Founder, SEO Agency
★★★★★
4.8

Serp scraper api delivers clean JSON serp data faster than competitors.

Lisa Patel
Lisa Patel
Growth Hacker
★★★★★
5.0

Serp api python support is top-notch. Perfect for building serp tools.

David Wong
David Wong
Backend Developer
★★★★★
4.9

Reliable serp results tool. Embeddings add huge value to our analysis.

Emma Lopez
Emma Lopez
Marketing Analyst
★★★★★
5.0

Best serp scraper api we've tested. Scales effortlessly for serps api needs.

Tom Harris
Tom Harris
CTO
★★★★★
4.7

Serp scraping api handles everything. Great dataset quality for reports.

Rachel Green
Rachel Green
SEO Specialist
★★★★★
5.0

Serp search api transformed our keyword tracking. Highly recommend.

James Lee
James Lee
Product Manager
★★★★★
4.9

Fast and stable serp data api. Ideal for production serp scraper workflows.

Nina Sokolov
Nina Sokolov
DevOps Engineer
★★★★★
5.0

Best serp api for real-time rankings. Serp scraper api integration was seamless in Python.

Alex Rivera
Alex Rivera
SEO Lead
★★★★★
4.9

Outstanding serp scraping api. Accurate serp results and embeddings boosted our SEO tools.

Sarah Kim
Sarah Kim
Data Engineer
★★★★★
5.0

Free serp api trial hooked us. Now our go-to serp data api for clients.

Mike Chen
Mike Chen
Founder, SEO Agency
★★★★★
4.8

Serp scraper api delivers clean JSON serp data faster than competitors.

Lisa Patel
Lisa Patel
Growth Hacker
★★★★★
5.0

Serp api python support is top-notch. Perfect for building serp tools.

David Wong
David Wong
Backend Developer
★★★★★
4.9

Reliable serp results tool. Embeddings add huge value to our analysis.

Emma Lopez
Emma Lopez
Marketing Analyst
★★★★★
5.0

Best serp scraper api we've tested. Scales effortlessly for serps api needs.

Tom Harris
Tom Harris
CTO
★★★★★
4.7

Serp scraping api handles everything. Great dataset quality for reports.

Rachel Green
Rachel Green
SEO Specialist
★★★★★
5.0

Serp search api transformed our keyword tracking. Highly recommend.

James Lee
James Lee
Product Manager
★★★★★
4.9

Fast and stable serp data api. Ideal for production serp scraper workflows.

Nina Sokolov
Nina Sokolov
DevOps Engineer
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Questions fréquentes

Tout ce que vous devez savoir sur XCrawl.

How does the SERP Word2Vector Embedding Scraper API work?
Send HTTP requests to endpoints with queries; our cloud scrapers fetch SERP pages, parse content, generate embeddings, and return JSON via serp api.
What is the pricing model?
Pay-per-use based on API calls, data volume, and success rate. Tiered plans scale with usage for serp scraper api needs.
What data coverage and limitations apply?
Covers major engines like Google SERPs; supports keywords, rankings, snippets. Limited to public results; no personalized or logged-in data.
Is it legal and compliant?
We scrape only publicly available data respecting robots.txt where possible. Users ensure compliance with terms for their serp scraping use.
What integration support is available?
SDKs for Python, Node.js; REST docs; examples for serp api python. Dashboard for no-code, plus support tickets.

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