B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
68
68 -- ai visibility score for SaaS brands (2026)
The average AI Visibility Score for SaaS brands is 68 out of 100 across 10,000+ analyzed brands and 5 AI engines.
Attribution:
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Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
68
Unit
Score
Data Vintage
2026
Entity
Sample Size
10,000
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
Arobis AI
Primary
Tier A
https://arobis.ai/state-of-ai-search-visibility ↗
Source Article
AI Search Visibility 2026: Rankings, Trends & Benchmarks | Arobis AI
Annual Industry ReportState of AI Search Visibility 2026
Discover which brands dominate ChatGPT, Gemini, Claude, Perplexity, and Google AI Overviews. Track AI visibility trends, benchmark competitors, and see where your brand stands in the new era of search.
AI Visibility LeaderboardTop SaaS
1HubSpo…
Original Research
Arobis AI
· Original study ↗
Methodology
Arobis AI tracked 10,000+ brands across 5 AI engines, 500K+ AI responses monitored
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
SaaS brands: 68 ai visibility score. Source: Arobis AI (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/average-saas-ai-visibility-score-2026
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<blockquote cite="https://lighthousedata.io/data/average-saas-ai-visibility-score-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>68</strong> -- ai visibility score for SaaS brands<br><small>Source: Arobis AI (2026) · <a href="https://lighthousedata.io/data/average-saas-ai-visibility-score-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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