B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
18%
18% -- ai search visibility rate for DREAM Venture Labs (2025)
DREAM Venture Labs had a baseline AI search visibility rate of 18% across major AI engines prior to optimization.
- Baseline measurement before the 30-day GEO optimization campaign
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
18%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Citable
Primary
Tier B
https://getcitable.com/blog/case-study-dream-venture-labs ↗
Source Article
Case Study: Citable × DREAM Venture Labs
Case Study: Citable × DREAM Venture Labs
How an AI-native nonprofit increased its visibility across major AI engines by 270% in 30 days. Discover how DREAM Venture Labs transformed from appearing in 18% of relevant queries to 67% using Citable's M.A.P. Framework and GEO strategy.
Case Study: Citable…
Original Research
Citable
· Original study ↗
Methodology
Single-organization case study using Citable's M.A.P. Framework over a 30-day campaign with 200+ memory-enabled AI persona accounts; visibility rose from 18% baseline to 67% (+270%).
Methodology documented
Segmentation
IndustryAI
Company SizeMid-market
RoleAll marketers
Channelmulti-channel
Cite this stat
Plain Text
DREAM Venture Labs: 18% ai search visibility rate. Source: Citable (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/dream-venture-labs-ai-visibility-270pct
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<blockquote cite="https://lighthousedata.io/data/dream-venture-labs-ai-visibility-270pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>18%</strong> -- ai search visibility rate for DREAM Venture Labs<br><small>Source: Citable (2025) · <a href="https://lighthousedata.io/data/dream-venture-labs-ai-visibility-270pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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