B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
34%
34% -- paid search cac change for Alicia Adams Alpaca (2025)
Alicia Adams Alpaca experienced a 34% year-over-year decrease in paid search customer acquisition cost (CAC).
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
34%
Unit
Percentage
Data Vintage
2025
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
Atelier Commerce
Primary
Tier C
https://www.ateliercommerce.com/success-stories/alicia-adams-alpaca-on-nosto ↗
Source Article
Alicia Adams Alpaca on Nosto
Original Research
Atelier Commerce
· Original study ↗
Methodology
Agency-reported client case study; YoY decline in paid search customer acquisition cost
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Alicia Adams Alpaca: 34% paid search cac change. Source: Atelier Commerce (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/alicia-adams-paid-search-cac-decline-2025
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<blockquote cite="https://lighthousedata.io/data/alicia-adams-paid-search-cac-decline-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>34%</strong> -- paid search cac change for Alicia Adams Alpaca<br><small>Source: Atelier Commerce (2025) · <a href="https://lighthousedata.io/data/alicia-adams-paid-search-cac-decline-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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