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TRANSPARENCY REPORT

Our Data Quality, Benchmarked

We publish our data quality metrics so you can decide with confidence. Independent third-party assessment of Captain Data's enrichment accuracy.

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Rippling

Executive Summary

Independent evaluation across 321 companies and 960 profiles

82.1/100
Overall Data Accuracy
Excellent
78.5
Company Data
Grade B+ - Strong coverage
83.15
People Data
Grade A - Excellent coverage
98.6%
API Success Rate
Reliable enrichment calls
97.2%
Segment Coverage
Enterprise, Mid-Market & SMB

Company DataBenchmark

Grade B+

Accuracy and coverage metrics across HQ location, industry classification, and employee count. Dataset: 321 companies evaluated.

Field
Coverage
Accuracy
Combined Score
Status
HQ Location(279 matches (78%))
87.1%
78.2%
81.74
Good
Industry(90% score ≥4/5)
88.0%
89.5%
88.91
Excellent
Employee Count(±25% tolerance applied)
88.0%
46.0%
65.00
Fair

Coverage by Segment

Enterprise
99.3%
135 companies
Mid-Market
96.9%
131 companies
SMB
92.7%
55 companies
Test Company Enrichment

People DataBenchmark

Grade A

Comprehensive evaluation of identity, title, and enrichment coverage. Dataset: 960 profiles analyzed with 98.6% API success rate.

Field Coverage

First Name98.6%
Last Name98.6%
Current Title98.6%
Current Company98.4%
Current Location98.3%
Headline98.6%
Experience Summary98.6%
Education Majors91.2%
About61.8%

Category Breakdown

Field Coverage
34.66/ 40
Data Quality
22.50/ 30
Value-Added Enrichment
25.99/ 30

Key Strengths

  • Identity completeness: 98.6% coverage with >80% textual alignment to baseline
  • Narrative depth: Experience Summary (94.1) and Education Majors (96.4) provide long-form content
  • Coverage reliability: All core fields exceed 98% coverage
  • API stability: 98.6% successful response rate with Status Code 200
  • Education signal: 99.7% of Education Majors entries fall into "excellent" richness tier
Test People Enrichment

Methodology

Transparent evaluation framework used for this benchmark

Dataset Size

321 companies and 960 profiles independently analyzed

Evaluation Framework

85% Data Quality + 15% Other Factors weighted scoring

Independent Assessment

Third-party benchmark conducted by Brainforge

Companies: 321
Profiles: 960
Framework: 85% Data Quality + 15% Other Factors
Benchmark Date: November 18, 2025
Download Companies DatasetDownload People Dataset
Independent analysis conducted byBrainforge

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