B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
18%
18% -- response rate for emails with advanced signal-specific personalization (2026)
According to Instantly's 2026 Benchmark Report, emails with advanced, signal-specific personalization achieve an 18% response rate.
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Lighthouse Research Team
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Source verified
Evidence graded
Value
18%
Unit
Percentage
Data Vintage
2026
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
95
Source Trust
50
Citation Chain
90
Independence
50
Methodology
45
Freshness
79
Source
Instantly
Primary
Tier A
https://www.autobound.ai/blog/how-to-target-companies-facing-lawsuits-a-guide-for-b2b-sales-and-mark… ↗
Source Article
Signal-Based Selling: The Complete Guide (2026)
Signal-Based Selling Guide: 5x Reply Rate Framework
The complete guide to signal-based selling for B2B revenue teams. Learn how to use buyer signals, intent data, and AI-powered personalization to replace cold outreach with contextual, high-converting prospecting.
Article Content
Quick answer: Signa…
Original Research
Instantly
· Original study ↗
Methodology
Based on Instantly's 2026 Benchmark Report.
Segmentation
Channelrss_feed
Cite this stat
Plain Text
emails with advanced signal-specific personalization: 18% response rate. Source: Instantly (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/signal-based-personalization-response-rate
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<blockquote cite="https://lighthousedata.io/data/signal-based-personalization-response-rate" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>18%</strong> -- response rate for emails with advanced signal-specific personalization<br><small>Source: Instantly (2026) · <a href="https://lighthousedata.io/data/signal-based-personalization-response-rate" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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