Head to head
Juicebox (PeopleGPT) vs People Data Labs
As a ai candidate sourcing tools API, People Data Labs rates higher on the APIbenchmarks Index, 84.9 to 56.1, a 28.8-point gap. Here is how they compare on each criterion.
56.1ABI / 100
Recruiters who want a UI-led natural-language sourcing workflow with outreach, not developers who need an API
Criterion by criterion
| Criterion | Juicebox (PeopleGPT) | People Data Labs |
|---|---|---|
| Documentation & DX | ||
| Reliability | ||
| Ecosystem & SDKs | ||
| Accessibility | ||
| APIbenchmarks Index | 56.1 | 84.9 |
Specifications
| Juicebox (PeopleGPT) | People Data Labs | |
|---|---|---|
| Best for | Recruiters who want a UI-led natural-language sourcing workflow with outreach, not developers who need an API | Bulk person/company data for builders |
| Free tier | Free plan: limited searches, 5 one-off contact credits, 0 exports | 100 person/company lookups/mo (emails/phones obfuscated) |
| Pricing | Per-seat monthly plans; agent add-on | Per enrichment credit |
| Official SDKs | 2 languages | 7 languages |
Is Juicebox (PeopleGPT) better than People Data Labs?
On the APIbenchmarks Index, People Data Labs rates higher (84.9 vs 56.1). It leads on the four weighted criteria, but price is reported separately, so the best choice still depends on your budget.
Verdict in one line
People Data Labs leads by 28.8 points (84.9 vs 56.1) and wins 4 of 4 criteria.
Winner by criterion
| Criterion | Winner | ||
|---|---|---|---|
| Documentation & DX | 60 | 88 | |
| Reliability | 48 | 82 | |
| Ecosystem & SDKs | 50 | 80 | |
| Accessibility | 68 | 90 |
Choose Juicebox (PeopleGPT) if… / choose People Data Labs if…
- →your use case matches its focus: recruiters who want a ui-led natural-language sourcing workflow with outreach, not developers who need an api
- →documentation & dx matters most to you (88 vs 60)
- →reliability matters most to you (82 vs 48)
- →ecosystem & sdks matters most to you (80 vs 50)
- →accessibility matters most to you (90 vs 68)
- →you need broad SDK coverage (7 official SDKs vs 2)
- →your use case matches its focus: bulk person/company data for builders
Pricing side by side
- Model
- Per-seat monthly plans; agent add-on
- Free tier
- Free plan: limited searches, 5 one-off contact credits, 0 exports
- Free$0
- Starter$99-$119 / seat / month
- Growth$179-$199 / seat / month
- BusinessCustom (annual)
- Agent add-on$199 / agent / month
- Model
- Per enrichment credit
- Free tier
- 100 person/company lookups/mo (emails/phones obfuscated)
- Free$0/mo
- ProFrom ~$98/mo
- EnterpriseCustom (commonly $20k-$100k+/yr)
Vendor-published pricing, verified 2026-10-22 (Juicebox (PeopleGPT)) and 2026-06-27 (People Data Labs).
SDK and language coverage
Both · 0
None
Only Juicebox (PeopleGPT) · 2
MCP server (OAuth, https://mcp.juicebox.ai/v1)No public REST API or SDK found
Only People Data Labs · 7
PythonJavaScript / TypeScript (Node + browser)GoRubyRustcURL / RESTOpenAPI (Swagger) specification
Strengths and weaknesses
- +Free plan available
- +Published seat pricing
- +Official MCP server with per-user OAuth
- –No public REST API found
- –MCP requires a paid plan and is newly rolled out
- –Free plan has 0 exports
- +Pay only for successful matches (HTTP 200), missed lookups are not billed
- +Very large breadth: 3B+ person profiles across 200+ countries and ~70M company profiles
- +Developer-first REST API with Elasticsearch-style search queries praised as flexible and well-documented
- –Data refreshes roughly monthly, so job titles and employers can be weeks-to-months stale
- –Heavy reliance on LinkedIn means non-LinkedIn people are under-represented and some self-reported titles leak through
- –Verified emails and direct-dial phones often require extra Person Identify calls at higher per-match cost
Juicebox (PeopleGPT) vs People Data Labs: questions
- Which has better documentation, Juicebox (PeopleGPT) or People Data Labs?
- People Data Labs scores higher on documentation and developer experience: 88 vs 60 out of 100.
- Which is more reliable, Juicebox (PeopleGPT) or People Data Labs?
- People Data Labs scores higher on reliability: 82 vs 48 out of 100.
- Do Juicebox (PeopleGPT) and People Data Labs have a free tier?
- Juicebox (PeopleGPT): yes (Free plan: limited searches, 5 one-off contact credits, 0 exports). People Data Labs: yes (100 person/company lookups/mo (emails/phones obfuscated)).
- How are Juicebox (PeopleGPT) and People Data Labs priced?
- Juicebox (PeopleGPT): Per-seat monthly plans; agent add-on. People Data Labs: Per enrichment credit.
- Which has more official SDKs?
- People Data Labs lists 7 official SDKs, Juicebox (PeopleGPT) lists 2.