Fees, Structure & Governance · from Family Offices & Multi-Family Offices in AI Answers — a directional read
“how transparent are multi-family office fees”
MEASUREDN = 1 sample per engine — a directional read, not a statistical benchmark.
When we asked, 1 of 3 engines named a family office. 2 distinct firms were named in total, never the same across every engine — see the breakdown below.
ChatGPT
No tracked firm named.
Sources cited: reports.adviserinfo.sec.gov
Gemini
Named, in the order the answer mentioned them: Northern Trust · UBS
Sources cited: swisstrust.ch, fundcount.com, andsimple.co, valueaddvc.com, reddit.com, ernestchiang.com, greenlock.io
Perplexity
No tracked firm named.
Sources cited: aleta.io, swiss-banking-lawyers.com, kb-familyoffice.com, creativeplanning.com, sage.com, greenlock.io, westwick.org.uk, atlatladvisers.com, +8 more
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