LinkedInDataAPI vs Coresignal · Bright Data · People Data Labs
$19/mo vs $500+/mo
to get started.
Coresignal specializes in multi-terabyte raw data dumps and complex multi-endpoint credits that require dedicated ETL pipelines. LinkedInDataAPI delivers clean, normalized JSON over a fast REST API with zero ETL maintenance.
Cost per 1,000 enriched B2B profiles / companies
Pro & Business packages add +40% to +65% bonus credits, bringing effective enrichment cost down to $0.40–$0.575 per 1,000 profiles (and $0.08 per 1,000 decision-maker search items).
Side-by-side comparison.
| Capability | LinkedInDataAPI | coresignal.com | Bright Data Datasets | People Data Labs |
|---|---|---|---|---|
| Integration model | Normalized REST API + MCP Server | Raw bulk dumps / multi-step search+collect API | Async snapshot delivery | REST API + bulk licensing |
| Single-call profile & company lookup | 1 GET request (/v1/profile, /v1/company) | 2-step Search ID -> Collect ID | Async webhook / polling | 1 GET request |
| Entry pricing | $19/mo or $25 Never-Expiring PAYG | High monthly minimum / custom dataset quote | $500+/mo | $98+/mo |
Competitor pricing verified from public pricing pages as of November 2026 (Proxycurl credit tables, Clearbit / HubSpot Breeze Intelligence tiers, Apollo.io API credit docs, People Data Labs pricing, and Coresignal API plans). Actual costs may vary based on plan tier and volume commitments. All third-party trademarks are the property of their respective owners. LinkedInDataAPI base rates: $1.00 / 1K profiles or companies ($0.40 / 1K on Business), $0.20 / 1K people or job search items ($0.08 / 1K on Business).
Why engineering teams switch from Coresignal.
Synchronous Sub-Second JSON — No Async Webhook Polling
Call `GET /v1/profile?username=satyanadella` or `GET /v1/company?company=stripe` and receive the complete normalized JSON payload in a single HTTP round-trip.
Replace 2-Step Search+Collect with a Single GET Request
Fetch full company firmographics in one synchronous call:
# Requires searching shorthand first, then collecting by numeric ID
res = requests.get(
"https://api.coresignal.com/cdapi/v1/professional_network/company/collect/stripe",
headers={"Authorization": "Bearer coresignal_key"},
)import requests
res = requests.get(
"https://api.linkedindataapi.com/v1/company",
params={"company": "stripe"},
headers={"x-api-key": "b2b_live_your_api_key"},
timeout=20,
)Interactive Engineering Workbench · Benchmark vs Coresignal
Verify real-time latency, enrichment unit math & JSON schema
Frequently asked questions
- Does LinkedInDataAPI require asynchronous webhook polling?
- No. All 9 `/v1/*` endpoints are synchronous HTTPS GET endpoints that return normalized JSON immediately.
Test it against Coresignal for free.
Every new account receives 2,000 free Credits immediately — no card required.