B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
41%
41% -- cpa reduction for Albert.ai (2026)
Albert identified that video touchpoints on YouTube were reducing CPA by 41% for the highest-value audience segment during an observed 90-day campaign.
- Single observed 90-day B2B SaaS campaign case study
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
41%
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
AI Marketing Compare
Primary
Tier C
https://aimarketingcompare.com/guide/best-ai-ad-creative-tools-2026/ ↗
Source Article
Best AI Ad Creative Tools 2026: 5 Platforms for Smarter
Original Research
AI Marketing Compare
· Original study ↗
Methodology
Single observed 90-day B2B SaaS campaign case study
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Albert.ai: 41% cpa reduction. Source: AI Marketing Compare (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/albert-ai-cpa-reduction-2026
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<blockquote cite="https://lighthousedata.io/data/albert-ai-cpa-reduction-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>41%</strong> -- cpa reduction for Albert.ai<br><small>Source: AI Marketing Compare (2026) · <a href="https://lighthousedata.io/data/albert-ai-cpa-reduction-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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