---
title: What an AI agent reads on Kevin Khang Vu, Inc · The Direct Index
url: https://directindex.org/r/kevinikhang.com/agent-view?format=md
---

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 [Report](https://directindex.org/r/kevinikhang.com) · scanned 2026-11-12

# What an AI agent reads on Kevin Khang Vu, Inc

An assistant's crawler fetches the page once, without running JavaScript, and reads the text, the structured data and the links. Below is what it gets from [kevinikhang.com](https://www.kevinikhang.com/), taken from the copy the scanner kept.

11,523

characters of text without JavaScript

none

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: Kevin Khang · language en-US. First 1,800 of 11,523 characters:

```
Kevin KhangSearch this siteEmbedded FilesSkip to main contentSkip to navigationKevin KhangKevin KhangAbout MeI'm a financial economist and I currently serve as Head of Global Economic Research Team with the Vanguard Group--the team that develops Vanguard's long-term and cyclical economic outlook. Prior to my current role, I held portfolio construction, risk management, retirement research, and consulting roles with Vanguard, BlackRock, SSGA, and other financial services institutions. Main research areas have included active portfolio construction and management, direct indexing, tax-aware investing, and household finance. You can find working papers and publications below. Publications and Working PapersEconomic & Market OutlookAI exuberance: Economic upside, stock market downside, Vanguard Research, 2026Rapid evolution has increased AI’s potential to become a transformative economic force, with promising implications for productivity across industries. Adoption is accelerating, and while today’s AI leaders dominate headlines, tomorrow’s winners may look very different. The outlook for markets is nuanced. 2026 equity outlook 2026 Look ahead on portfolio positioningQ&ACollection of articles, Vanguard Research, 2025Positioning around prospective tariffs (February)On the source and nature of volatility spikes (March)Robust portfolio construction (May)Looking beyond the rate cut (September)AI, demographics, and the U.S. economy: Quantifying the coming tug-of-war, Vanguard Whitepaper, 2024The U.S. economy's coming decade will be shaped by a tug-of-war between artificial intelligence (AI) and demographics-driven deficits. The victor--and its margin of victory--will determine whether economic growth exceeds its disappointing pace since the global financial crisis or slows furt
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | no |
| Address | no |
| Opening hours | no |
| Menu or price list | a page on another site eprints.pm-research.com/17511/77128/index.html?92080 · 1 prices seen in the text |
| Cuisine in structured data | no |
| JSON-LD blocks | 0 (microdata:WebPage) |

 Actions

## The links it would act on

No booking or ordering link found. An agent has nothing to act on.

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/kevinikhang.com) turns it into a score and a list of fixes, with code to paste.

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Business listings come from OpenStreetMap contributors, under the ODbL. Scores are published under the same licence.

```json
{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://directindex.org/#org","name":"The Direct Index","url":"https://directindex.org/","logo":"https://directindex.org/favicon.svg","email":"hello@directindex.org","founder":{"@type":"Person","@id":"https://directindex.org/#antonio","name":"Antonio Curado","sameAs":["https://x.com/ab_curado"]},"description":"Independent measurement of whether AI agents can find, read and act on a business's own website."},{"@type":"WebSite","@id":"https://directindex.org/#site","url":"https://directindex.org/","name":"The Direct Index","publisher":{"@id":"https://directindex.org/#org"},"inLanguage":"en","potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://directindex.org/scan?url={url}"},"query-input":"required name=url"}},{"@type":"WebAPI","name":"The Direct Index API","url":"https://directindex.org/openapi.json","documentation":"https://directindex.org/llms-full.txt","provider":{"@id":"https://directindex.org/#org"}}]}
```