B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
89%
89% -- field accuracy rate for People Data Labs (2026-08)
People Data Labs achieved an 89.0% field accuracy rate in an independent benchmark of eight company-enrichment APIs against 282 human-reviewed companies.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
89%
Unit
Percentage
Data Vintage
2026-08
Entity
Sample Size
282
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
60
Independence
30
Methodology
45
Freshness
95
Source
Openbenchmarks
Primary
Tier B
https://openbenchmarks.com/company-enrichment ↗
Source Article
How to A/B Test Enrichment Vendors Without Breaking Your Pipeline (2026)
Disclosure: This article is published by Datamagnet. Vendor claims are self-reported unless otherwise noted.
How to A/B Test Enrichment Vendors Without Breaking Your Pipeline
An independent benchmark of eight company-enrichment APIs found field accuracy ranging from 89.0% to 92.6% on the same 282 hu…
Original Research
Openbenchmarks
· Original study ↗
Methodology
Independent benchmark of eight enrichment APIs
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
People Data Labs: 89% field accuracy rate. Source: Openbenchmarks (2026-08). Via Lighthouse Intelligence -- https://lighthousedata.io/data/people-data-labs-field-accuracy-2026
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<blockquote cite="https://lighthousedata.io/data/people-data-labs-field-accuracy-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>89%</strong> -- field accuracy rate for People Data Labs<br><small>Source: Openbenchmarks (2026-08) · <a href="https://lighthousedata.io/data/people-data-labs-field-accuracy-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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