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Mutual funds, IRAs, ETFs, 401(k) plans, and more
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Mutual funds, IRAs, ETFs, 401(k) plans, and more just got measured.
4/10 means Mutual funds, IRAs, ETFs, 401(k) plans, and more is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Mutual funds, IRAs, ETFs, 401(k) plans, and more
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Key Topics
Details
AI Visibility Breakdown
1
Structured Data
5
Content Structure
5
Entity Clarity
2
E-E-A-T Signals
6
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on June 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vanguard
Cite this score: Engagemii (2026). "AEO Score for Mutual funds, IRAs, ETFs, 401(k) plans, and more." Retrieved from https://engagemii.com/aeo/brands/vanguard
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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