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USAspending Federal Contracts + AI Scoring Scraper API

XCrawl's USAspending Federal Contracts + AI Scoring Scraper API is the ultimate ai web scraper for extracting structured data from USAspending.gov. Powered by advanced ai web scraping technology, it handles complex parsing, delivers AI-scored contract insights, and overcomes IP blocks for reliable federal awards data in JSON format—ideal for backend developers.

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What Can You Build With USAspending Federal Contracts + AI Scoring Scraper API Scraper?

Develop government contract monitoring dashboards with real-time ai data extraction from USAspending, build predictive bidding tools using AI scoring on awards, and create vendor analytics platforms for competitive intelligence. Our web scraping ai enables automated compliance reports, risk assessments, and strategic federal procurement insights.

XCrawl

AI-Powered Extraction

Harness ai data extraction to parse USAspending contracts with 99.9% accuracy, returning clean JSON datasets enriched with AI scoring for awards and vendors.

XCrawl

Scalable REST API

Integrate seamlessly with Python or Node.js via ai web scraping api endpoints, supporting async requests for high-volume federal data retrieval.

XCrawl

Real-Time Scraping

Fetch live USAspending updates using ai scraper technology, bypassing rate limits for instant access to contract details and engagement metrics.

XCrawl

Proxy Rotation Built-In

Avoid bans with automatic proxy management in our web scraper ai, ensuring uninterrupted ai web crawling for large-scale government datasets.

Trusted by Data-Driven Teams Worldwide

Used by teams across analytics, research, monitoring, and growth workflows.

XCrawl

Available USAspending Federal Contracts + AI Scoring Scraper API Scrapers

Access the most commonly used USAspending Federal Contracts + AI Scoring Scraper API data types — fully structured, consistently formatted, and production-ready.

ai web scraper

Extract federal contract listings and AI scores from USAspending searches with precise ai web scraper endpoints.

Scraping method:
  • contract_id
  • award_amount
  • vendor_name
  • agency
  • ai_score
  • description
  • award_date

ai scraper

Scrape detailed USAspending vendor profiles enhanced by ai scraper for performance scoring and history.

Scraping method:
  • vendor_id
  • vendor_name
  • total_awards
  • ai_risk_score
  • location
  • contracts_count
  • avg_amount

web scraping ai

Use web scraping ai to pull historical contract pricing and trends from USAspending archives.

Scraping method:
  • contract_id
  • historical_price
  • date
  • modification_count
  • ai_trend_score
  • vendor
  • agency

ai data extraction

Perform ai data extraction on USAspending agency spending reports with categorized insights.

Scraping method:
  • agency_name
  • budget_category
  • total_spent
  • top_vendors
  • ai_efficiency_score
  • fiscal_year
  • contract_count

ai crawler

Deploy ai crawler for comprehensive USAspending award searches and filtered results.

Scraping method:
  • search_query
  • award_id
  • title
  • amount
  • status
  • ai_opportunity_score
  • posted_date

ai web scraping

Enable ai web scraping for bulk USAspending contract details including amendments and scoring.

Scraping method:
  • contract_id
  • base_amount
  • current_amount
  • amendments
  • vendor_duns
  • ai_score
  • period_of_performance

USAspending Federal Contracts + AI Scoring Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Effortlessly integrate our RESTful ai web scraping api into Python, Node.js, or any backend stack for programmatic federal data access.

  • XCrawl
    Python SDK Ready
    Use ai web scraper python library for async calls and instant JSON parsing of USAspending contracts.
  • XCrawl
    Async High-Volume
    Scale to millions of requests with ai web scraping python support and built-in rate limiting.
  • XCrawl
    Custom Parameters
    Filter by agency, date, or vendor via flexible ai scraper API parameters for targeted extraction.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Leverage our intuitive dashboard for no-code ai data extraction from USAspending without writing a single line.

  • XCrawl
    Visual Query Builder
    Point-and-click to select contracts, vendors, or AI scores for instant web scraping ai previews.
  • XCrawl
    Automated Scheduling
    Set cron jobs for daily USAspending crawls with ai crawler notifications on new awards.
  • XCrawl
    CSV/Excel Exports
    Download enriched datasets with AI scoring directly for analysis in your favorite tools.

Code examples

Retrieve USAspending Federal Contracts + AI Scoring Scraper API posts and author information in seconds with a simple API call.

Input
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\"}"
Output
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":[
],
},
},
},
],
},

How the USAspending Federal Contracts + AI Scoring Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

Best ai web scraper for USAspending—AI scoring transformed our contract bidding strategy with flawless datasets.

Alex Rivera
Alex Rivera
CTO, GovTech Firm
★★★★★
4.9

Ai data extraction is lightning-fast and accurate; integrated via ai web scraper python in hours.

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

Web scraping ai delivered real-time federal contracts with AI scores—game-changer for compliance.

Mike Chen
Mike Chen
VP Procurement
★★★★★
4.8

Ai crawler handled massive USAspending pulls effortlessly; JSON output is pristine.

Lisa Patel
Lisa Patel
Backend Developer
★★★★★
5.0

Ai web scraping tool scaled perfectly for vendor analysis—highly recommend for gov data.

David Wong
David Wong
Analytics Lead
★★★★★
4.9

Easy ai scraper integration boosted our federal insights with precise AI scoring.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Ai web scraper python SDK made deployment seamless; no more proxy hassles.

Raj Singh
Raj Singh
DevOps Engineer
★★★★★
4.7

Outstanding dataset quality from web scraper ai on USAspending awards.

Nina Foster
Nina Foster
Research Analyst
★★★★★
5.0

Ai data scraper unlocked federal contract trends—fast and reliable every time.

Tom Bradley
Tom Bradley
Founder, SaaS Startup
★★★★★
4.9

Love the ai web crawling for scheduled USAspending exports with scoring.

Claire Dubois
Claire Dubois
BI Specialist
★★★★★
5.0

Best ai web scraper for USAspending—AI scoring transformed our contract bidding strategy with flawless datasets.

Alex Rivera
Alex Rivera
CTO, GovTech Firm
★★★★★
4.9

Ai data extraction is lightning-fast and accurate; integrated via ai web scraper python in hours.

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

Web scraping ai delivered real-time federal contracts with AI scores—game-changer for compliance.

Mike Chen
Mike Chen
VP Procurement
★★★★★
4.8

Ai crawler handled massive USAspending pulls effortlessly; JSON output is pristine.

Lisa Patel
Lisa Patel
Backend Developer
★★★★★
5.0

Ai web scraping tool scaled perfectly for vendor analysis—highly recommend for gov data.

David Wong
David Wong
Analytics Lead
★★★★★
4.9

Easy ai scraper integration boosted our federal insights with precise AI scoring.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Ai web scraper python SDK made deployment seamless; no more proxy hassles.

Raj Singh
Raj Singh
DevOps Engineer
★★★★★
4.7

Outstanding dataset quality from web scraper ai on USAspending awards.

Nina Foster
Nina Foster
Research Analyst
★★★★★
5.0

Ai data scraper unlocked federal contract trends—fast and reliable every time.

Tom Bradley
Tom Bradley
Founder, SaaS Startup
★★★★★
4.9

Love the ai web crawling for scheduled USAspending exports with scoring.

Claire Dubois
Claire Dubois
BI Specialist
★★★★★
5.0

Best ai web scraper for USAspending—AI scoring transformed our contract bidding strategy with flawless datasets.

Alex Rivera
Alex Rivera
CTO, GovTech Firm
★★★★★
4.9

Ai data extraction is lightning-fast and accurate; integrated via ai web scraper python in hours.

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

Web scraping ai delivered real-time federal contracts with AI scores—game-changer for compliance.

Mike Chen
Mike Chen
VP Procurement
★★★★★
4.8

Ai crawler handled massive USAspending pulls effortlessly; JSON output is pristine.

Lisa Patel
Lisa Patel
Backend Developer
★★★★★
5.0

Ai web scraping tool scaled perfectly for vendor analysis—highly recommend for gov data.

David Wong
David Wong
Analytics Lead
★★★★★
4.9

Easy ai scraper integration boosted our federal insights with precise AI scoring.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Ai web scraper python SDK made deployment seamless; no more proxy hassles.

Raj Singh
Raj Singh
DevOps Engineer
★★★★★
4.7

Outstanding dataset quality from web scraper ai on USAspending awards.

Nina Foster
Nina Foster
Research Analyst
★★★★★
5.0

Ai data scraper unlocked federal contract trends—fast and reliable every time.

Tom Bradley
Tom Bradley
Founder, SaaS Startup
★★★★★
4.9

Love the ai web crawling for scheduled USAspending exports with scoring.

Claire Dubois
Claire Dubois
BI Specialist
★★★★★
5.0

Best ai web scraper for USAspending—AI scoring transformed our contract bidding strategy with flawless datasets.

Alex Rivera
Alex Rivera
CTO, GovTech Firm
★★★★★
4.9

Ai data extraction is lightning-fast and accurate; integrated via ai web scraper python in hours.

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

Web scraping ai delivered real-time federal contracts with AI scores—game-changer for compliance.

Mike Chen
Mike Chen
VP Procurement
★★★★★
4.8

Ai crawler handled massive USAspending pulls effortlessly; JSON output is pristine.

Lisa Patel
Lisa Patel
Backend Developer
★★★★★
5.0

Ai web scraping tool scaled perfectly for vendor analysis—highly recommend for gov data.

David Wong
David Wong
Analytics Lead
★★★★★
4.9

Easy ai scraper integration boosted our federal insights with precise AI scoring.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Ai web scraper python SDK made deployment seamless; no more proxy hassles.

Raj Singh
Raj Singh
DevOps Engineer
★★★★★
4.7

Outstanding dataset quality from web scraper ai on USAspending awards.

Nina Foster
Nina Foster
Research Analyst
★★★★★
5.0

Ai data scraper unlocked federal contract trends—fast and reliable every time.

Tom Bradley
Tom Bradley
Founder, SaaS Startup
★★★★★
4.9

Love the ai web crawling for scheduled USAspending exports with scoring.

Claire Dubois
Claire Dubois
BI Specialist
ISO 27001
XCrawlISO 27001
CDPR
XCrawlCDPR
Top-Rated by Users
XCrawlTop-Rated by Users
Leader
XCrawlLeader
Easiest To Use
XCrawlEasiest To Use
Best Value Award
XCrawlBest Value Award

Frequently asked questions

Everything you need to know about XCrawl.

How does the USAspending Scraper API architecture work?
Our ai web scraper uses headless browsers and AI parsing to fetch public USAspending pages, extract contract data, apply scoring models, and return structured JSON via REST endpoints.
What factors determine the pricing model?
Pricing scales based on API requests, data volume scraped, concurrency levels, and premium features like AI scoring or historical depth—no hidden fees.
What data coverage and limitations apply?
Full coverage of public USAspending federal contracts, vendors, agencies, and awards; limitations on non-public data or very recent unindexed entries.
Is the scraper compliant and legal to use?
Strictly scrapes public data only from USAspending.gov, respecting robots.txt and ToS; users must ensure their own compliance with data usage laws.
What integration support is available?
SDKs for Python, Node.js, cURL examples, webhook support, and docs for ai web scraping api; plus dashboard for no-code and priority Slack for enterprise.

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