Vanguard #3 in Online Brokers & Investing
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Score over time
Shaded band = 95% bootstrap confidence interval. Orange markers = methodology events (model releases, panel versions). How this works
By model
Perplexity
ChatGPT + web search
Gemini + web search
Claude (Anthropic)
Gemini (Google)
ChatGPT (OpenAI)
By question type
Where Vanguard shows up, by the intent behind the question. Every online brokers & investing panel asks the same balanced mix — 10 prompts per type — so these rates are directly comparable. A gap here (strong on recommendations, invisible on comparisons) is where AI visibility is being won or lost.
| Question type | Mentioned | Recommended |
|---|---|---|
| Recommendations “What's the best option for me?” | 33% | |
| Comparisons “How do the top options stack up?” | 7% | |
| Ready to buy “Which one should I actually get?” | 6% | |
| Problem-solving “I have this problem — what fixes it?” | 24% | |
| Informational “How does this kind of product work?” | 7% |
What the AIs say
Real answers from the latest measurement in which Vanguard appeared — the receipts behind the score.
Claude (Anthropic) · recommended · listed #1
"Can you compare Vanguard, Fidelity, and Charles Schwab so I can pick the right one?"
# Vanguard vs. Fidelity vs. Charles Schwab All three are excellent, reputable brokerages with low costs, so you honestly can't go too wrong. Here's how they differ: ## Vanguard **Best for:…
Gemini (Google) · recommended · listed #1
"I keep seeing Vanguard, Fidelity, and Charles Schwab mentioned together—how do they actually stack up against each other?"
Vanguard, Fidelity, and Charles Schwab are known as the "Big Three" of the retail investing world. Together, they manage tens of trillions of dollars. Because of intense competition, the…
Gemini + web search · listed #1
"I'm in Canada and ready to open an investing account soon—how should I begin the process?"
…** (like Apple, Tesla, or Shopify). Instead, look at **asset-allocation ETFs**. * These are "all-in-one" funds managed by companies like Vanguard or iShares. * By buying just one share of a fund like **XEQT** or **VEQT** (which hold thousands of global stocks), you instantly achieve massive diversification across the glo…
ChatGPT (OpenAI) · recommended · listed #1
"I don't want to manage my own investments—what's a good hands-off option that picks things for me automatically?"
…anaged portfolio that does allocation, rebalancing and tax features for you. Which to choose (quick comparison) - Target‑date funds (e.g., Vanguard Target Retirement, Fidelity Freedom): set it and forget it. You pick the fund with the year closest to when you’ll retire; the fund automatically shifts toward bonds as you near t…
ChatGPT + web search · listed #1
"Can you compare Vanguard, Fidelity, and Charles Schwab so I can pick the right one?"
…provider pages and reviews today (Aug 1, 2026) — links to the source pages are cited after the key points. Quick summary (one line each) - Vanguard — lowest fund costs and solid human+digital advice options; options trading is more expensive per contract.
Perplexity · listed #1
"I want to sign up for a Roth IRA this week—what's the process to actually open one?"
…RS income rules.[3][4][13] - **Pick a provider**: Common options are brokerages, mutual fund companies, robo-advisors, banks, or firms like Vanguard, Fidelity, Merrill, or TIAA.[2][4][6][11][12][16] - **Gather documents**: Typically you’ll need a government-issued ID, your Social Security number, bank routing/account informati…
Where the AIs get it from
Domains cited by search-backed answers that mentioned Vanguard (100 answers, 2026-08-01). Your own domain is highlighted — presence in the others is the GEO opportunity.
| Cited domain | Answers citing it |
|---|---|
| nerdwallet.com | 41 |
| fidelity.com | 40 |
| reddit.com | 38 |
| vertexaisearch.cloud.google.com | 35 |
| investor.vanguard.com own domain | 34 |
| fool.com | 34 |
| youtube.com | 31 |
| investopedia.com | 29 |
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Head-to-head: Vanguard vs Fidelity · Vanguard vs Charles Schwab · Vanguard vs Interactive Brokers — or the full Online Brokers & Investing leaderboard.
Data from run #77. Methodology