B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
33.7%
33.7% -- share of voice for anonymised B2B SaaS brand (ChatGPT, Claude, Gemini, Perplexity, AI Overviews) (2026)
An ungrounded GEO audit across five AI engines (45 prompts x 5 runs = 225 total queries per engine) resulted in a 33.7% headline share of voice for an anonymised B2B SaaS brand.
- Vendor-run experiment on a single anonymised B2B SaaS brand in an emerging category
- Audit run in ungrounded API configuration (training-data mode) without live web search enabled
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
33.7%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
225
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
Am I Visible
Primary
Tier B
https://amivisible.co/insights/geo-audit-methodology-question/ ↗
Source Article
The methodology question no one's asking about their GEO audit
Modern LLMs answer prompts in two distinct modes — from training data, or from live web retrieval. When end users open ChatGPT, Claude, Gemini, or Perplexity, they almost always get the second mode. When most GEO audit tools query the same engines via API, they almost always get the first. The audit…
Original Research
Am I Visible
· Original study ↗
Methodology
Vendor-run GEO audit experiment on one anonymised B2B SaaS brand in an emerging category; ungrounded API configuration (training-data mode)
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
anonymised B2B SaaS brand (ChatGPT, Claude, Gemini, Perplexity, AI Overviews): 33.7% share of voice. Source: Am I Visible (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/geo-audit-sov-without-grounding-33-7
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<blockquote cite="https://lighthousedata.io/data/geo-audit-sov-without-grounding-33-7" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>33.7%</strong> -- share of voice for anonymised B2B SaaS brand (ChatGPT, Claude, Gemini, Perplexity, AI Overviews)<br><small>Source: Am I Visible (2026) · <a href="https://lighthousedata.io/data/geo-audit-sov-without-grounding-33-7" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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