B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
3
3 -- ai visibility ratio rank for QIMA (2025)
QIMA achieved the 3rd highest visibility ratio across ChatGPT, Perplexity, and Google Gemini.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
3
Unit
Rank
Data Vintage
2025
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
Verbatim Digital
Primary
Tier A
https://verbatimdigital.com/case-studies ↗
Source Article
Verbatim Digital
Software Finder was effectively invisible in AI-generated recommendations for high-intent B2B software discovery queries. At the start of the program, the brand had just 0.92% share of voice across its intent categories and ranked #638, leaving established software review platforms to dominate the a…
Original Research
Verbatim Digital
· Original study ↗
Methodology
Visibility ratio ranked 3rd highest across ChatGPT, Perplexity, and Google Gemini; self-reported agency case study
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
QIMA: 3 ai visibility ratio rank. Source: Verbatim Digital (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/qima-ai-visibility-ratio-rank-3
HTML Embed
<blockquote cite="https://lighthousedata.io/data/qima-ai-visibility-ratio-rank-3" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>3</strong> -- ai visibility ratio rank for QIMA<br><small>Source: Verbatim Digital (2025) · <a href="https://lighthousedata.io/data/qima-ai-visibility-ratio-rank-3" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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