B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
18%
18% -- image interaction testing adoption for companies conducting email A/B tests (2026)
Only 18% of companies systematically test image interactions in their emails.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
LLCBuddy
Primary
Tier C
https://alpacarelay.com/tools/hover-image-for-home-and-garden-emails ↗
Source Article
Add Rollover/Hover Image — Email | AlpacaRelay
Add Rollover/Hover Image
Paste your email content below and get AI-scored suggestions instantly. Each suggestion is rated on the 8-Dimension Email Quality Framework.
Email Rollover/Hover Image: Before vs After
See how AI-scored output outperforms generic alternatives.
✗ Generic
"Static product image…
Original Research
LLCBuddy
· Original study ↗
Methodology
Cited to LLCBuddy (A/B Testing Statistics, 2026); share of companies that systematically test image interactions, highlighting a testing gap vs subject lines (39%).
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
companies conducting email A/B tests: 18% image interaction testing adoption. Source: LLCBuddy (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/image-interaction-testing-adoption-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/image-interaction-testing-adoption-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>18%</strong> -- image interaction testing adoption for companies conducting email A/B tests<br><small>Source: LLCBuddy (2026) · <a href="https://lighthousedata.io/data/image-interaction-testing-adoption-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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