B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
53%
53% -- companies invisible in ai search for B2B SaaS companies in AI search (2026)
53% of B2B SaaS companies were invisible (received zero citations) in AI search recommendations in a prior benchmark study.
- Data point is referenced in passing as a comparison from a prior AnswerManiac study on B2B SaaS, whose exact sample size and testing dates are not detailed in this report.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
53%
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
AnswerManiac
Primary
Tier A
https://www.answermaniac.ai/research/state-of-ai-search-cybersecurity ↗
Source Article
State of AI Search: Cybersecurity — Q2 2026 Report
Original Research
AnswerManiac
· Original study ↗
Methodology
Referenced from AnswerManiac's prior B2B SaaS AI search study; sample size not stated in this report
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
B2B SaaS companies in AI search: 53% companies invisible in ai search. Source: AnswerManiac (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/b2b-saas-invisible-share-ai-search-2026
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<blockquote cite="https://lighthousedata.io/data/b2b-saas-invisible-share-ai-search-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>53%</strong> -- companies invisible in ai search for B2B SaaS companies in AI search<br><small>Source: AnswerManiac (2026) · <a href="https://lighthousedata.io/data/b2b-saas-invisible-share-ai-search-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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