benchmarks/company enrichment/founding year data
company enrichment · founding year

Best company founding year data API

Exa has the highest measured founding-year correct-field yield: 97.6%, with 203/208 eligible company founding years correct.

Eight enrichment APIs received the same company-domain inputs. Their founding years were normalized and judged against human-reviewed Ground Truth where a reference year was available. The table separates correct yield, coverage, and accuracy when returned.

Founding-year correctness, completeness, and writeback risk.

Correct-field yield is the primary ranking because it penalizes both missing and incorrect years. Coverage measures whether a founding year was returned; accuracy when returned measures how often that year was correct.

benchmarks/firmographic/by-attribute/founded-yearlive
Company enrichment providers ranked by correct founding years
ProviderCorrect-field yieldField coverageAccuracy when returned
Exa97.6%203/208 correct98.6%205/208 returned99.0%
People Data Labs93.8%195/208 correct94.7%197/208 returned99.0%
Apollo91.8%191/208 correct94.2%196/208 returned97.5%
CompanyEnrich90.4%188/208 correct93.3%194/208 returned96.9%
PredictLeads89.9%187/208 correct90.4%188/208 returned99.5%
Parallel76.4%159/208 correct90.4%188/208 returned84.6%
ZoomInfo61.4%129/210 correct83.3%175/210 returned73.7%
Explorium0.0%0/208 correct0.0%0/208 returned

Compare founding-year performance across every scored field.

This is the main benchmark's per-field table for HQ location, industry, employee band, founded year, and LinkedIn URL. Each value is correct-field yield against the eligible reviewed references for that attribute. Read the main benchmark methodology for the frozen cohort and public evidence.

benchmarks/firmographic/by-attributeall fields
Correct values per attribute, as a share of the companies carrying a verified reference for that attribute
ProviderHQ locationIndustryEmployee bandFounded yearLinkedIn URL
Apollo87.3%240/27595.4%269/28278.2%219/28091.8%191/20890.8%256/282
CompanyEnrich50.9%140/27574.8%211/28247.5%133/28090.4%188/20891.1%257/282
Exa82.9%228/27596.1%271/28233.2%93/28097.6%203/2085.3%15/282
Explorium73.5%202/27584.8%239/28288.9%249/2800.0%0/20886.5%244/282
Parallel90.9%250/27592.9%262/28280.7%226/28076.4%159/20886.2%243/282
People Data Labs90.2%248/27594.0%265/28286.4%242/28093.8%195/20884.0%237/282
Predict Leads68.4%188/27588.3%249/28278.2%219/28089.9%187/20884.8%239/282
ZoomInfo73.1%201/27574.5%210/28247.9%134/28061.4%129/21062.4%176/282

Which API has the most accurate company founding year data?

Exa has the highest measured end-to-end founding-year yield at 97.6% (203/208 eligible founding years correct). Compare coverage and accuracy when returned separately if missing and incorrect values have different costs.

What does this founding-year benchmark measure?

It measures whether a provider returns the reviewed founding year for a company-domain input. Companies without a reviewed founding-year reference are excluded from this field's denominator.

How do I enrich a list of companies with their founding year?

Send the same normalized primary domain to each candidate provider, map the response into a four-digit founded-year field, and measure missing and incorrect values separately against reviewed references.