Turn procurement text into codes — instantly
Classify text into CPV, PSC, UNSPSC, or NAICS with confidence scores. No storage. Ever.
Start with $5.00 USD free. Pay only for what you use. Dynamic pricing based on API response.
No signup required for demo. Rate limited to 10 requests per hour.
Why Choose Procurement Code Finder?
Avoid Misclassification
Reduce errors in bids and tenders with AI-powered accuracy
Stop Guessing Codes
No more manual lookups from old documents
Multi-System Support
CPV, PSC, UNSPSC, and NAICS in one place
Easy Integration
Plug directly into your workflow via API
Lightning Fast
Sub-second response times
Privacy First
No request logging. No data storage. Ever.
Why Generic AI Models Don't Work
ChatGPT and plain language models lack the specialized knowledge needed for accurate procurement classification.
Domain-Specific Expertise
CPV, PSC, UNSPSC, and NAICS are specialized taxonomies with thousands of codes and hierarchical relationships. Generic LLMs lack sufficient training data on these systems.
Inconsistent Results
ChatGPT generates probabilistic text that varies between requests. The same tender description might return different codes on different days—unacceptable for business decisions.
No Cost Metadata
Our dynamic pricing model requires granular response complexity data. Generic LLMs don't expose the internal metrics needed for accurate billing and cost calculation.
Hallucination Risk
LLMs frequently "hallucinate" plausible-sounding but incorrect codes. In procurement, false matches lead to bid rejections, compliance violations, and financial losses.
Unreliable Confidence Scores
ChatGPT's confidence estimates aren't calibrated for procurement accuracy. A 95% confidence score might actually be 60% accurate—users need trustworthy metrics.
Hierarchical Structure Blindness
Procurement codes have strict hierarchical relationships (8-digit structures with specific meaning at each level). LLMs treat text as tokens, not structured hierarchies.
No Taxonomy Validation
Generic LLMs can't validate that returned codes actually exist in official databases. They might return codes that sound plausible but don't exist.
Multi-System Complexity
Matching to 4 different classification systems requires understanding their unique structures, rules, and use cases. Generic models lack this specialized knowledge.
Built for Your Needs
Vendors & Bid Teams
Find the right codes across multiple systems before submitting your bid.
Procurement Teams
Classify scopes consistently across all standards.
Platforms & Developers
Normalize procurement text via API across all systems.
Government Agencies
Match tenders to multiple classification standards automatically.
Simple, Transparent Pricing
Pay Only for What You Use
No subscriptions. No hidden fees. Dynamic pricing based on API response complexity.
- ✅ $5.00 USD free balance on signup
- ✅ Dynamic pricing (typically $0.00007 - $0.00015 per call)
- ✅ Real-time usage tracking
- ✅ No subscription required
Example Costs
| 100 API calls | ~$0.01 - $0.02 |
| 1,000 API calls | ~$0.10 - $0.20 |
| 10,000 API calls | ~$1.00 - $2.00 |
| 100,000 API calls | ~$10.00 - $20.00 |
Easy to Integrate
POST /api/cpv/match
{
"description": "Custom software development and IT support for government agencies"
}
Returns CPV codes with:
✓ Code
✓ Title
✓ Confidence Score
✓ CostReady to Simplify Procurement Classification?
Start with $5.00 USD free. No credit card required.
Create Free Account