B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
90%
90% -- brands with zero ai mentions for B2B SaaS brands (2026)
90% of B2B SaaS brands have zero AI search mentions according to the Data-Mania 2026 benchmark.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
90%
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
Data-Mania
Primary
Tier C
https://alicelabs.ai/en/insights/ai-crawlability-consulting ↗
Source Article
AI Crawlability Consulting: Get Discovered by ChatGPT & Copilot
Original Research
Data-Mania
· Original study ↗
Methodology
Data-Mania 2026 B2B SaaS citation benchmarks, as cited by Alice Labs
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
B2B SaaS brands: 90% brands with zero ai mentions. Source: Data-Mania (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/b2b-saas-zero-ai-mentions-2026
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<blockquote cite="https://lighthousedata.io/data/b2b-saas-zero-ai-mentions-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>90%</strong> -- brands with zero ai mentions for B2B SaaS brands<br><small>Source: Data-Mania (2026) · <a href="https://lighthousedata.io/data/b2b-saas-zero-ai-mentions-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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