B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
94%
94% -- b2b buyers conducting online research before purchase for B2B buyers (2025)
94% of B2B buyers conduct online research before making purchasing decisions.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
94%
Unit
Percentage
Data Vintage
2025
Entity
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Michigan Manufacturers Association
Primary
Tier C
https://mfgempire.com/seo-for-electronics-manufacturers ↗
Source Article
SEO for Electronics Manufacturers | MFG Empire
What is SEO for electronics manufacturers?
SEO for electronics manufacturers is a digital marketing strategy that improves a company’s visibility in search engines, helping procurement teams and engineers find qualified suppliers. It focuses on optimizing technical content, capabilities, and website…
Original Research
Michigan Manufacturers Association
· Original study ↗
Methodology
Cited from Michigan Manufacturers Association; methodology not stated
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
B2B buyers: 94% b2b buyers conducting online research before purchase. Source: Michigan Manufacturers Association (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/b2b-buyers-online-research-94
HTML Embed
<blockquote cite="https://lighthousedata.io/data/b2b-buyers-online-research-94" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>94%</strong> -- b2b buyers conducting online research before purchase for B2B buyers<br><small>Source: Michigan Manufacturers Association (2025) · <a href="https://lighthousedata.io/data/b2b-buyers-online-research-94" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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