B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
25%
25% -- roi for AI-powered campaign optimization (2025)
AI-powered campaign optimization can improve ROI by 25% compared to traditional methods.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
25%
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
95
Source Trust
50
Citation Chain
90
Independence
30
Methodology
45
Freshness
79
Source
Forbes
Primary
Tier A
https://flareai.co/news/ai-agents-transform-marketing-for-resource-limited-saas-teams/ ↗
Source Article
AI Agents Boost SaaS Marketing for Small Teams
Quick Listen:
In a cramped office or maybe a virtual one patched together by Zoom a small SaaS startup team hustles to keep up. With a marketing budget that barely covers a month’s worth of ads and a to-do list that feels like a hydra, they’re fighting to carve out a niche against competitors with m…
Original Research
Forbes
· Original study ↗
Methodology
2025 Forbes article
Methodology documented
Segmentation
Channelrss_feed
Cite this stat
Plain Text
AI-powered campaign optimization: 25% roi. Source: Forbes (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-powered-campaign-optimization-improve-roi-2025
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-powered-campaign-optimization-improve-roi-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- roi for AI-powered campaign optimization<br><small>Source: Forbes (2025) · <a href="https://lighthousedata.io/data/ai-powered-campaign-optimization-improve-roi-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Related Statistics
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.