Inserviss Labs
Insights

Original research on AI visibility

We run the same measurement Beacon sells — real buyer questions, sampled across AI engines, checking who actually gets named — and publish what we find, including when the numbers aren’t flattering.

Featured · Directional study

When clients ask AI for a Swiss private bank, who gets named?

48 buyer questions, 3 engines, 23 public banks. Gemini names a bank in 42 of 48 answers; Perplexity in 32. One question cluster goes to almost no bank at all.

N = 1·ChatGPT · Gemini · Perplexity·Sept 2026
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Directional study

When clients ask AI for an independent wealth manager, who gets named?

100 buyer questions, 18 boutique & independent firms. 79 of the 100 questions got no named firm on any engine — the category is almost entirely unclaimed in AI answers.

N = 1·ChatGPT · Gemini · Perplexity·Sept 2026
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Directional study

When U.S. clients ask AI for a wealth manager, who gets named?

99 buyer questions, 20 wirehouses, private banks and independent RIAs. The U.S. companion to our Swiss studies — same method, same rigor, a much bigger market.

N = 1·ChatGPT · Gemini · Perplexity·Sept 2026
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Directional study

When families ask AI for a family office, who gets named?

100 buyer questions, 20 multi-family offices and bank-run practices. Global, not one market — the US, UK/Europe and Switzerland, since family offices and their clients are inherently cross-border.

N = 1·ChatGPT · Gemini · Perplexity·Sept 2026
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Directional study · Local

When Zurich & New York patients ask AI for a dentist, who gets named?

Two location-dedicated studies — same 100 patient questions, the city swapped, so Zurich and New York are directly comparable. Solo practices, group clinics and implant / ortho specialists, all in one study per city.

N = 1·100 patient questions each·Sept 2026
Read the Zurich study →Read the New York study →
Directional study · Insurance

When buyers ask AI which insurer to use, who gets named?

Two region-dedicated studies — same six clusters and the same buyer intent question by question, phrased for each market, so Europe and the U.S. are directly comparable. Direct carriers, comparison platforms and digital-first insurtechs, all in one study per region.

N = 1·100 buyer questions each·Sept 2026
Read the Europe study →Read the U.S. study →
August 7, 2026 · n=567

The AI Visibility Report 2026: Are Local Businesses Being Left Out of AI Search?

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