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Data as of Oct 20, 2026Based on 15,162 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Vanguard Personalized Indexing is a service that provides financial advisors with tools to build tax-efficient, customized direct-indexing portfolios for high-net-worth clients.
Products
<1%
across Vanguard Personalized Indexing’s markets · since Jul 5
Question: I am looking for a robo-advisor that allows for custom indexing and does not just buy standard ETFs.
ChatGPT SearchSep 23, 2026
Vanguard Personalized Indexing is a direct-indexing SMA with individual-stock ownership
Each engine’s share of its own answers across Vanguard Personalized Indexing’s markets · since Jul 5
This page is cited in 14% of the answers that name Vanguard Personalized Indexing.
Review this page on your site for accurate product details and clear explanations of who it helps.
All-time evidence through 2026-09-27.
Review the page on advisors.vanguard.com (opens in a new tab)advisors.vanguard.com 95%Other sites 5%
Question: I am looking for a robo-advisor that allows for custom indexing and does not just buy standard ETFs.
Google AI ModeSep 23, 2026
Vanguard Personalized Indexing: Operates via Separately Managed Accounts (SMAs) to give you direct ownership of individual stocks.
Question: I have a high net worth but am paying excessive short-term capital gains taxes. Who specializes in tax-loss harvesting strategies?
ChatGPT SearchSep 16, 2026
Vanguard Personalized Indexing — uses individual-stock portfolios and automated, ongoing tax-loss harvesting.
Excerpts where Vanguard Personalized Indexing appeared in the AI's answer
Vanguard Personalized Indexing is a direct-indexing SMA with individual-stock ownership
Vanguard Personalized Indexing: Operates via Separately Managed Accounts (SMAs) to give you direct ownership of individual stocks.
Excerpts where Vanguard Personalized Indexing appeared in the AI's answer
Vanguard Personalized Indexing — uses individual-stock portfolios and automated, ongoing tax-loss harvesting.
At the institutional level, **BlackRock Aperio**, **Vanguard Personalized Indexing**, and **Schwab Personalized Indexing** are examples of platforms specifically built around tax-managed/direct-indexing strategies.
Excerpts where Vanguard Personalized Indexing appeared in the AI's answer
Vanguard Personalized Indexing: Excellent if you are looking to manage concentrated stock positions
