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

75%

75% -- response rate lift from personalized automation for personalized automation campaigns (2026)

Name: Response Rate Lift From Personalized Automation Statistics
Creator: Lighthouse Intelligence
Published: 2026-10-05

2026 · Harvard Business Review

Personalized automation increases response rates by 75%, according to Harvard Business Review.

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Attribution: Harvard Business Review View source

Lighthouse Research Team

Last verified: 2026-10-05 · How we verify data →

Source verified Evidence graded

Value

75%

Unit

Percentage

Data Vintage

2026

Entity

personalized automation campaigns

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

Harvard Business Review Primary Tier C

https://bizaigpt.com/blog/automated-lead-generation-in-new-york ↗

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

Source Article

Automated Lead Generation in New York: Complete Guide

Original Research

Harvard Business Review · Original study ↗

Methodology

Attributed to Harvard Business Review; cited secondhand in vendor blog

Methodology documented

Segmentation

Industrymarketing

Cite this stat

Plain Text

personalized automation campaigns: 75% response rate lift from personalized automation. Source: Harvard Business Review (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/personalized-automation-response-hbr

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<blockquote cite="https://lighthousedata.io/data/personalized-automation-response-hbr" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>75%</strong> -- response rate lift from personalized automation for personalized automation campaigns<br><small>Source: Harvard Business Review (2026) · <a href="https://lighthousedata.io/data/personalized-automation-response-hbr" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>

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