Skills Development Diagnosing Juicebox API Errors and Fixes

Diagnosing Juicebox API Errors and Fixes

v20260423
juicebox-common-errors
This comprehensive guide addresses common technical and business logic errors encountered when integrating with the Juicebox API. It covers HTTP status codes (e.g., 401, 403, 429), including authentication failures, quota exhaustion, rate limiting, data validation issues, and analysis timeouts. The resource provides detailed causes, specific fixes, and best practices for building reliable and robust integrations into recruiting and research workflows.
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Overview

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

Next Steps

See juicebox-debug-bundle.

Info
Category Development
Name juicebox-common-errors
Version v20260423
Size 5.97KB
Updated At 2026-04-28
Language