B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

3% -- share of companies meeting basic data quality standards for companies (2026)

Name: Share Of Companies Meeting Basic Data Quality Standards Statistics
Creator: Lighthouse Intelligence
Published: 2026-10-04

2026 · bhandp.com

Only 3% of companies meet basic data quality standards.

Quoted conversationally by a podcast guest searching online during the recording without naming the primary study source

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Attribution: bhandp.com View source

Lighthouse Research Team

Last verified: 2026-10-04 · How we verify data →

Source verified Evidence graded

Value

Unit

Percentage

Data Vintage

2026

Entity

companies

Evidence Quality

Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Score breakdown

Extraction

Source Trust

Citation Chain

Independence

Methodology

Freshness

Source

bhandp.com Primary Tier C

https://www.bhandp.com/podcast/no-bull-podcast/season-2-episode-2 ↗

Confidence: 48/100 Vintage: 2026 Channel: Common Crawl

Source Article

No Bull Marketing Ideacast \ Season 2 Episode 2

Original Research

bhandp.com · Original study ↗

Methodology

Stat quoted by podcast guest without named original source

Methodology documented

Segmentation

Industrymarketing

Cite this stat

Plain Text

companies: 3% share of companies meeting basic data quality standards. Source: bhandp.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/companies-meet-basic-data-quality-standards-3pct

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<blockquote cite="https://lighthousedata.io/data/companies-meet-basic-data-quality-standards-3pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>3%</strong> -- share of companies meeting basic data quality standards for companies<br><small>Source: bhandp.com (2026) · <a href="https://lighthousedata.io/data/companies-meet-basic-data-quality-standards-3pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>

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