AI-generated visibility summary

AI visibility summary for VISION TRADING DISTRIBUTION

VISION TRADING DISTRIBUTION (vtd.ch) registers zero AI visibility across all three tracked engines—ChatGPT, Google AI Overview, and Google Search—with a 0.0 mention rate, 0.0 citation rate, and 0.0 overall score across nine results. No engine is stronger than another; the brand is uniformly absent. Competitor pressure is substantial. Finma leads with a 77.8 mention rate and a 56.4 score, appearing in seven answers, while PwC converts citations effectively (55.6 citation rate, 27.2 score). Fiducia Group, UBS, Unisg, and Atag Familyoffice also register measurable presence. The citation gap is stark: admin.ch holds 14.0% of cited-domain share, followed by pwc.ch (7.0%), atag-familyoffice.ch (5.7%), and finma.ch (5.7%). Across all three prompts—discovery, how-to, and recommendation, with estimated search volumes of 320, 210, and 150 respectively—vtd.ch earns zero mentions and zero citations, while competitors such as PwC, UBS, Fiducia Group, Rotvogel, and Atag Familyoffice are cited. The practical implication is that the brand is entirely invisible in AI-generated answers for Swiss family-office advisory queries, ceding the category to competitors that already hold citation positions.

Prompt search volumes in this report are AI estimates, not measured keyword data.

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Scan evidence for VISION TRADING DISTRIBUTION

Visibility score
0.0
Mention rate
0.0%
Citation rate
0.0%
Engines
3
Prompts
3

Strongest engines

EngineScoreMentionsCitations
ChatGPT 0.0 0.0% 0.0%
Google AI Overview 0.0 0.0% 0.0%
Google Search 0.0 0.0% 0.0%

Visibility gaps

EngineScoreMentionsCitations
Google Search 0.0 0.0% 0.0%
Google AI Overview 0.0 0.0% 0.0%
ChatGPT 0.0 0.0% 0.0%

Competitive landscape

  1. Finma finma.ch Score 56.4
  2. Pwc pwc.ch Score 27.2
  3. Unisg unisg.ch Score 15.6
  4. Ubs ubs.com Score 15.6
  5. Fiducia Group fiducia-group.ch Score 10.0
  6. Admin admin.ch Score 6.2
  7. 3Acon 3acon.ch Score 6.1
  8. Atag Familyoffice atag-familyoffice.ch Score 6.0

Most cited domains

  1. admin.ch 32 citations · 14.0%
  2. pwc.ch 16 citations · 7.0%
  3. atag-familyoffice.ch 13 citations · 5.7%
  4. finma.ch 13 citations · 5.7%
  5. fiducia-group.ch 8 citations · 3.5%
  6. rotvogel.ch 7 citations · 3.1%
  7. alpenpartners.com 5 citations · 2.2%
  8. unisg.ch 5 citations · 2.2%

Prompt highlights

PromptEnginesBrand mentionsBrand citations
Boutique strategic advisory for family offices in Switzerland: governance, succession planning, and market entry services 3 0 0
How to structure a Swiss market entry for a family office: governance and succession planning best practices 3 0 0
Top boutique consulting firms for UHNW decision architecture and succession governance in Switzerland 3 0 0
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18
AI engines and search sources tracked
2.5B+
ChatGPT prompts per day, confirmed by OpenAI
1.5B+
Monthly Google AI Overview users reported in 2025
~30%
AI Overview cited domains absent from first-page organic results

Sources: OpenAI-confirmed ChatGPT usage, Google AI Overview reach, 2026 AI Overview citation study.

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