Juicebox common errors

Juicebox Common Errors

Overview

Juicebox provides AI-powered people search and analysis for recruiting and research workflows. API integrations cover search queries, profile enrichment, dataset operations, and quota management. Common errors include dataset format mismatches when uploading CSVs, analysis timeouts on large candidate pools, and quota exhaustion on free or starter plans. The quota system counts individual profile enrichments separately from search queries, which often surprises new integrators. This reference covers HTTP errors, business logic failures, and recovery strategies for reliable Juicebox integrations.

Error Reference

Code	Message	Cause	Fix
400	Invalid query format	Malformed search query or empty filters	Ensure query is non-empty; validate filter field names
401	invalid_api_key	API key missing or revoked	Verify key at app.juicebox.ai > Settings > API
403	quota_exceeded	Plan search limit reached	Check quota in dashboard; upgrade plan or wait for reset
404	Profile not found	Candidate removed or profile unavailable	Re-run search to find updated profile data
408	Analysis timeout	Complex query exceeded 60s limit	Reduce dataset size or narrow search filters
413	Dataset too large	Upload exceeds 50MB or 100K row limit	Split dataset into smaller chunks before upload
422	Invalid dataset format	CSV headers don't match expected schema	Use template from Juicebox docs; required: name, title, company
429	Rate limited	Exceeded 30 requests/minute	Check Retry-After header; implement exponential backoff

Error Handler

interface JuiceboxError {
  code: number;
  message: string;
  category: "auth" | "rate_limit" | "validation" | "timeout";
}

function classifyJuiceboxError(status: number, body: string): JuiceboxError {
  if (status === 401 || status === 403) {
    return { code: status, message: body, category: "auth" };
  }
  if (status === 429) {
    return { code: 429, message: "Rate limited", category: "rate_limit" };
  }
  if (status === 408) {
    return { code: 408, message: body, category: "timeout" };
  }
  return { code: status, message: body, category: "validation" };
}

Debugging Guide

Authentication Errors

Juicebox API keys are passed via Authorization: Bearer header. Keys are scoped per workspace. If you receive 401, verify the key has not been rotated at app.juicebox.ai > Settings. A 403 indicates quota exhaustion, not a permissions issue -- check your plan's remaining searches.

Rate Limit Errors

The API enforces 30 requests/minute per key. Batch profile enrichment calls where possible. Use the Retry-After response header to determine wait time. For bulk operations, use the dataset upload endpoint instead of individual search queries.

Validation Errors

Dataset uploads require CSV format with headers matching the Juicebox schema: name, title, company are required columns. Optional enrichment columns include email, linkedin_url, and location. Files over 50MB or 100K rows are rejected -- split into chunks. Analysis queries that exceed 60 seconds timeout with 408; narrow filters by adding location, title, or company constraints to reduce result set size.

Error Handling

Scenario	Pattern	Recovery
Quota exceeded mid-batch	403 after N successful calls	Track remaining quota via response headers; pause and resume
Dataset upload rejected	Invalid CSV format	Download template, reformat, and retry
Analysis timeout	Large candidate pool	Add location/title/company filters to narrow scope
Profile data stale	404 on enrichment	Re-run search query to get current profile URLs
Rate limit during bulk search	429 on sequential calls	Switch to dataset upload for bulk operations

Quick Diagnostic

# Verify API connectivity and key validity
curl -s -o /dev/null -w "%{http_code}" \
  -H "Authorization: Bearer $JUICEBOX_API_KEY" \
  https://api.juicebox.ai/v1/health

Resources

• Juicebox Documentation
• Juicebox API Reference

Next Steps

See juicebox-debug-bundle.