B
Evidence Grade B
Graded
under review
Safe to Cite
Recent
2%
2% -- opt out rate for Cold outreach (spray-and-pray) (2025)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
2%
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
60
Freshness
95
Source
Leadpipe
Primary
Tier C
https://www.leadpipe.com/blog/how-to-warm-up-cold-accounts-with-visit-data/ ↗
Source Article
How to Warm Up Cold Accounts with Website Visit Data
Most “cold” accounts are not actually cold. They are unread. The account sitting on your target list has probably already been to your site, looked at a page or two, and left without filling out a form. You never saw it, so you treated the account as if it had never heard of you.
The fastest way to …
Original Research
Leadpipe
· Original study ↗
Methodology
Range 2-5%; midpoint used. Vendor-published benchmark
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Cold outreach (spray-and-pray): 2% opt out rate. Source: Leadpipe (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/cold-outreach-opt-out-rate
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<blockquote cite="https://lighthousedata.io/data/cold-outreach-opt-out-rate" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>2%</strong> -- opt out rate for Cold outreach (spray-and-pray)<br><small>Source: Leadpipe (2025) · <a href="https://lighthousedata.io/data/cold-outreach-opt-out-rate" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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