B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
44%
44% -- share of companies with zero ai citations for B2B SaaS companies (2026-07)
44% of B2B SaaS companies tested received zero citations across both ChatGPT and Perplexity across 42 buyer-intent queries.
- Limited to 100 tested B2B SaaS companies across 42 buyer-intent queries on ChatGPT and Perplexity
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
44%
Unit
Percentage
Data Vintage
2026-07
Entity
Sample Size
100
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
60
Freshness
95
Source
AnswerManiac
Primary
Tier B
https://www.answermaniac.ai/research/b2b-saas ↗
Source Article
44% of B2B SaaS Companies Are Invisib...
Original Research
AnswerManiac
· Original study ↗
Methodology
AnswerManiac tested 100 B2B SaaS companies across 42 buyer-intent queries on ChatGPT and Perplexity; raw CSV dataset published
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
B2B SaaS companies: 44% share of companies with zero ai citations. Source: AnswerManiac (2026-07). Via Lighthouse Intelligence -- https://lighthousedata.io/data/b2b-saas-zero-ai-citations-2026
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<blockquote cite="https://lighthousedata.io/data/b2b-saas-zero-ai-citations-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>44%</strong> -- share of companies with zero ai citations for B2B SaaS companies<br><small>Source: AnswerManiac (2026-07) · <a href="https://lighthousedata.io/data/b2b-saas-zero-ai-citations-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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