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

75%

75% -- share of frustrated b2b buyers willing to switch suppliers for frustrated B2B buyers (2025)

2025  · Sana Commerce

75% of B2B buyers who report frustration when ordering online are willing to switch suppliers.

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Attribution: Sana Commerce View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
75%
Unit
Percentage
Data Vintage
2025
Entity
frustrated B2B buyers
B
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

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Sana Commerce Primary Tier C
https://alhena.ai/blog/ai-b2b-ecommerce-chatbot/ ↗
Confidence: 23/100 Vintage: 2025 Channel: Common Crawl
Source Article
AI for B2B Ecommerce: Pricing, Bulk Orders & Accounts
Original Research
Sana Commerce · Original study ↗

Sana Commerce 2025 research, cited by Alhena AI

Methodology documented
IndustryB2B Channelcontent
Plain Text
frustrated B2B buyers: 75% share of frustrated b2b buyers willing to switch suppliers. Source: Sana Commerce (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/frustrated-b2b-buyers-willing-switch-suppliers-2025
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<blockquote cite="https://lighthousedata.io/data/frustrated-b2b-buyers-willing-switch-suppliers-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>75%</strong> -- share of frustrated b2b buyers willing to switch suppliers for frustrated B2B buyers<br><small>Source: Sana Commerce (2025) · <a href="https://lighthousedata.io/data/frustrated-b2b-buyers-willing-switch-suppliers-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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