B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
28%
28% -- average conversion lift for expert-guided AI CRO programs (2026)
Expert-guided AI CRO delivers an average conversion lift between 28% and 34%.
- Reported as a range of 28% to 34%
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
28%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
347
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
Build Grow Scale
Primary
Tier C
https://www.gogochimp.com/blog/conversion-rate-optimisation-edinburgh ↗
Source Article
Conversion Rate Optimisation Edinburgh | AI CRO Agency
Conversion Rate Optimisation Edinburgh: AI CRO for Scottish Businesses
Local SEO
Edinburgh CRO agency work is the practice of optimising Edinburgh business websites to increase the percentage of visitors who convert. GoGoChimp serves Edinburgh clients remotely from Glasgow (45-minute train) with Ope…
Original Research
Build Grow Scale
· Original study ↗
Methodology
Range 28-34%; midpoint used. Attributed to Build Grow Scale research across 347 stores, as reported by vendor GoGoChimp.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
expert-guided AI CRO programs: 28% average conversion lift. Source: Build Grow Scale (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-cro-conversion-lift-347-stores
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-cro-conversion-lift-347-stores" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>28%</strong> -- average conversion lift for expert-guided AI CRO programs<br><small>Source: Build Grow Scale (2026) · <a href="https://lighthousedata.io/data/ai-cro-conversion-lift-347-stores" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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