📋 GSA eLibrary Contract Scraper

🚀 Collect GSA contract and schedule data from GSA eLibrary in minutes. Filter by category or paste any eLibrary URL. Export contractor info, rates, contact details, and contract numbers. No coding, no GSA account required.

🕒 Last updated: 2026-04-23 · 📊 20+ fields per contractor · 📂 Category filters · 📝 Optional detail pages · 🚫 No auth required

The GSA eLibrary Contract Scraper collects government contractor data from GSA's eLibrary, returning 20+ fields per contractor: company name, contract number, schedule, SIN codes, rates, contact person, phone, email, address, and socioeconomic status. Runs support up to 1,000,000 records on a paid plan.

The Actor supports two input modes: direct eLibrary URL and category filter. Optional detail-page fetching adds granular rate tables and contract specifics.

🎯 Target Audience	💡 Primary Use Cases
Government procurement teams, GovCon BD teams, contract officers, GSA schedule holders, compliance analysts	Contractor sourcing, competitive analysis, market research, pricing benchmarks, GSA schedule monitoring

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📋 What the GSA eLibrary Scraper does

URL or category input with optional details:

• 🔗 URL mode. Paste any GSA eLibrary search or listing URL.
• 📂 Category filter. Select from predefined GSA categories.
• 📝 Detail page toggle. Fetch full rate tables and contract specifics per contractor.

Each record includes company name, contract number, schedule, SIN codes, contractor address, contact person, phone, email, socioeconomic status, and contract dates.

💡 Why it matters: searching the GSA eLibrary manually means browsing paginated results and clicking into each contractor page. This Actor exports structured government contractor data at scale, ready for your BD pipeline, competitive analysis, or procurement workflows.

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🎬 Full Demo

🚧 Coming soon: a 3-minute walkthrough showing how to go from sign-up to a downloaded dataset.

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⚙️ Input

Input	Type	Default	Behavior
startUrl	string	""	GSA eLibrary URL to scrape.
category	array	[]	Predefined GSA categories.
maxItems	integer	10	Max contractors. Free: up to 100. Paid: up to 1,000,000.
includeDetails	boolean	false	Fetch full rate tables and contract details.

Example: IT services contractors.

{
    "category": ["IT Professional Services"],
    "maxItems": 50
}

Example: scrape a specific eLibrary URL with details.

{
    "startUrl": "https://www.gsaelibrary.gsa.gov/ElibMain/searchResults.do?searchText=cybersecurity",
    "includeDetails": true,
    "maxItems": 100
}

⚠️ Good to Know: GSA eLibrary is the official source for GSA Schedule contractor data. Enabling includeDetails fetches rate tables and full contract info per contractor, which is slower but much richer.

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📊 Output

Each contractor record contains 20+ fields. Download the dataset as CSV, Excel, JSON, or XML.

🧾 Schema

Field	Type	Example
🏢 companyName	string	"Booz Allen Hamilton"
🆔 contractNumber	string	"47QTCA20D0056"
📋 schedule	string	"IT Schedule 70"
🏷️ sinCodes	array	["54151S", "54151HEAL"]
📍 address	string	"8283 Greensboro Dr, McLean, VA"
👤 contactName	string	"John Smith"
📞 phone	string	"(703) 555-1234"
📧 email	string	"contracts@bah.com"
🏷️ socioeconomicStatus	string	"Large Business"
📅 contractStart	string	"2020-05-01"
📅 contractEnd	string	"2025-04-30"
🔗 elibraryUrl	string	"https://www.gsaelibrary.gsa.gov/..."
🕒 scrapedAt	ISO 8601	"2026-04-16T00:00:00.000Z"

📦 Sample records

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✨ Why choose this Actor

	Capability
📋	Official GSA data. Contractor records from the GSA eLibrary.
📂	Category filters. Predefined GSA schedule categories.
📝	Optional detail pages. Full rate tables and contract specifics.
📧	Contact data. Name, phone, email per contractor.
🏷️	Socioeconomic status. Small business, SDB, WOSB, HUBZone flags.
⚡	Scalable. From quick lookups to full category sweeps.
🚫	No authentication. Uses public GSA eLibrary data.

📊 Over 20,000 companies hold GSA Schedule contracts. Structured access to this data powers every GovCon BD, procurement sourcing, and competitive analysis workflow.

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📈 How it compares to alternatives

Approach	Cost	Coverage	Refresh	Filters	Setup
⭐ GSA eLibrary Scraper (this Actor)	$5 free credit, then pay-per-use	Full eLibrary	Live per run	category, URL, details toggle	⚡ 2 min
Manual eLibrary browsing	Free	One at a time	Manual	Basic UI	🕒 Hours per batch
SAM.gov downloads	Free	Multi-source	Monthly	None (raw files)	⏳ Hours of parsing
Paid GovCon data platforms	$500-5,000/month	Multi-source	Varies	Many	🐢 Weeks

Pick this Actor when you want GSA contractor data on demand, with category filters and rate tables, without parsing raw government files.

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🚀 How to use

1. 📝 Sign up. Create a free account with $5 credit (takes 2 minutes).
2. 🌐 Open the Actor. Go to the GSA eLibrary Contract Scraper page on the Apify Store.
3. 🎯 Set input. Pick a category or paste an eLibrary URL. Set maxItems.
4. 🚀 Run it. Click Start and let the Actor collect your data.
5. 📥 Download. Grab your results in the Dataset tab as CSV, Excel, JSON, or XML.

⏱️ Total time from signup to downloaded dataset: 3-5 minutes. No coding required.

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💼 Business use cases

🏛️ GovCon Business Development Identify competitors on specific GSA schedules Track new contract awards by category Build teaming partner prospect lists Monitor contract expirations for recompete	📊 Procurement & Sourcing Source contractors by SIN code and category Compare rates across schedule holders Verify contractor GSA eligibility Build vendor shortlists for RFQ
📈 Market Research & Analysis Size GSA markets by category and schedule Analyze small business participation rates Track socioeconomic set-aside compliance Build competitive landscape reports	⚖️ Compliance & Oversight Audit contractor schedule compliance Monitor contract status and dates Track SIN code coverage across vendors Verify socioeconomic status claims

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🌟 Beyond business use cases

Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.

🎓 Research and academia Empirical datasets for papers, thesis work, and coursework Longitudinal studies tracking changes across snapshots Reproducible research with cited, versioned data pulls Classroom exercises on data analysis and ethical scraping	🎨 Personal and creative Side projects, portfolio demos, and indie app launches Data visualizations, dashboards, and infographics Content research for bloggers, YouTubers, and podcasters Hobbyist collections and personal trackers
🤝 Non-profit and civic Transparency reporting and accountability projects Advocacy campaigns backed by public-interest data Community-run databases for local issues Investigative journalism on public records	🧪 Experimentation Prototype AI and machine-learning pipelines with real data Validate product-market hypotheses before engineering spend Train small domain-specific models on niche corpora Test dashboard concepts with live input

🤖 Ask an AI assistant about this scraper

Open a ready-to-send prompt about this ParseForge actor in the AI of your choice:

• 💬 ChatGPT
• 🧠 Claude
• 🔍 Perplexity
• 🅒 Copilot

💰 How much does it cost?

Apify gives you $5 in free monthly credits on the Apify Free plan, enough to test GSA eLibrary Contract Scraper and pull a real sample dataset. For ongoing usage:

• Starter plan ($49/month) — Recommended for individuals running GSA eLibrary Contract Scraper regularly. Includes higher concurrency and larger datasets.
• Scale plan ($499/month) — Recommended for teams running GSA eLibrary Contract Scraper at production scale.

Pay-Per-Event pricing means you only pay for what you actually use. Failed runs are never charged. See the Pricing tab on this Actor's page for exact event prices.

💡 Tips for using GSA eLibrary Contract Scraper

• Start with a small maxItems (3-10) to validate output format before running larger jobs.
• Use Apify Schedules to run GSA eLibrary Contract Scraper on a recurring basis and keep your dataset fresh.
• Export via Integrations: Apify connects to Google Sheets, Airbyte, Make, Zapier, and direct webhooks — pipe your data anywhere.
• Monitor with webhooks: trigger downstream workflows the moment a run finishes.
• Re-run failed items: if any individual records error out, re-run with their inputs only. Failed events are not charged.

⚖️ Is it legal to use GSA eLibrary Contract Scraper?

Yes. GSA eLibrary Contract Scraper only collects publicly available data. Web scraping public data has been confirmed as legal by US courts (see hiQ Labs v. LinkedIn) and is widely used for research, market analysis, and business intelligence.

However, you are responsible for:

• Respecting the source website's Terms of Service.
• Complying with GDPR, CCPA, and other applicable data-protection laws when personal data is involved.
• Not republishing copyrighted content without permission.

If you have specific compliance concerns, consult your legal team. See the Apify legal docs for more.

❓ Frequently Asked Questions

🔌 Automating GSA eLibrary Scraper

Control the scraper programmatically for scheduled runs and pipeline integrations:

• 🟢 Node.js. Install the apify-client NPM package.
• 🐍 Python. Use the apify-client PyPI package.
• 📚 See the Apify API documentation for full details.

The Apify Schedules feature lets you trigger this Actor on any cron interval. Monthly pulls keep your GovCon database in sync.

🔌 Integrate with any app

GSA eLibrary Scraper connects to any cloud service via Apify integrations:

• Make - Automate multi-step workflows
• Zapier - Connect with 5,000+ apps
• Slack - Get run notifications
• Airbyte - Pipe GovCon data into your warehouse
• GitHub - Trigger runs from commits
• Google Drive - Export datasets straight to Sheets

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💡 Pro Tip: browse the complete ParseForge collection for more government and regulatory data scrapers.

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🆘 Need Help? Open our contact form to request a new scraper, propose a custom data project, or report an issue.

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⚠️ Disclaimer: this Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by the General Services Administration (GSA) or the U.S. federal government. All trademarks mentioned are the property of their respective owners. Only publicly available eLibrary data is collected.