B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
67.8%
67.8% -- linkedin connection rate for LinkedIn outreach (engagement-signal targeting) (2025-05)
Using engagement-signal targeting (actively commenting/engaging users filtered via Sales Navigator) achieved a 67.8% LinkedIn connection acceptance rate.
- Ran for about one month as an internal test
- Targeting requires filtering to ensure relevant fit
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
67.8%
Unit
Percentage
Data Vintage
2025-05
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Pipelineology
Primary
Tier B
https://www.pipelineology.com/ditch-the-ai-hype-a-better-way-to-win-consulting-clients/ ↗
Source Article
Ditch the AI Hype: A Better Way to Win Consulting Clients, Pipelineology | Done For You LinkedIn Outreach & Content
Ditch the AI Hype: A Better Way to Win Consulting Clients
Gary hosts a LinkedIn session arguing that AI is overhyped for consulting client acquisition and that the advantage is being a real, relevant human rather than using automated “personalization.” He outlines a non-AI-dependent pipeline: build …
Original Research
Pipelineology
· Original study ↗
Methodology
First-party test run for about one month on an internal account; targeting people actively commenting on relevant influencers/topics, then filtered via Sales Navigator
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
LinkedIn outreach (engagement-signal targeting): 67.8% linkedin connection rate. Source: Pipelineology (2025-05). Via Lighthouse Intelligence -- https://lighthousedata.io/data/linkedin-connection-rate-engagement-signals-2025
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<blockquote cite="https://lighthousedata.io/data/linkedin-connection-rate-engagement-signals-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>67.8%</strong> -- linkedin connection rate for LinkedIn outreach (engagement-signal targeting)<br><small>Source: Pipelineology (2025-05) · <a href="https://lighthousedata.io/data/linkedin-connection-rate-engagement-signals-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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