---
title: What an AI agent reads on Walnut Hill · The Direct Index
url: https://directindex.org/r/walnuthillcollege.edu/agent-view?format=md
---

[The Direct Index](https://directindex.org/)
[Scanner](https://directindex.org/scan)[Cities](https://directindex.org/cities)[Numbers](https://directindex.org/stats)[Rankings](https://directindex.org/rankings)[Search](https://directindex.org/search)[Guides](https://directindex.org/guides)[About](https://directindex.org/about)

 [Report](https://directindex.org/r/walnuthillcollege.edu) · scanned 2026-10-24

# What an AI agent reads on Walnut Hill

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 [walnuthillcollege.edu](http://www.walnuthillcollege.edu/), taken from the copy the scanner kept.

7,235

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: Walnut Hill College | World-Class Culinary, Pastry, and Hospitality Degrees · language en-US. First 1,800 of 7,235 characters:

```
Walnut Hill College | World-Class Culinary, Pastry, and Hospitality Degrees Student Log In Faculty Log In Summer Camps Applications & Forms Merch Transcripts Community Events About WHC Our Campus Our Team Why WHC? Programs & Classes Degree Programs Tuition Paid Travel Community Education For High Schoolers For High School Educators Admissions & Financial Aid Apply Now Contact Admissions Visit Us Transfers & International Students Apply for Financial Aid Tuition & Fees Scholarships Student Life What’s Happening on Campus Clubs & Recreation Student Leadership Development Institute Dorms & Housing Student Dining Library Walnut Hill Campus Card WHC Recipe E-Books Careers & Alumni Career Development Internships Careers at Walnut Hill College Success Stories Alumni Association Alumni Events & News Restaurants & Shops Bistro Perrier The Great Chefs Banquets & Private Events The Pastry Shop Marketplace Lunch College Store Request Information Contact Us Directions About WHC Our Campus Our Team Why WHC? Programs & Classes Degree Programs Tuition Paid Travel Community Education For High Schoolers For High School Educators Admissions & Financial Aid Apply Now Contact Admissions Visit Us Transfers & International Students Apply for Financial Aid Tuition & Fees Scholarships Student Life What’s Happening on Campus Clubs & Recreation Student Leadership Development Institute Dorms & Housing Student Dining Library Walnut Hill Campus Card WHC Recipe E-Books Careers & Alumni Career Development Internships Careers at Walnut Hill College Success Stories Alumni Association Alumni Events & News Restaurants & Shops Bistro Perrier The Great Chefs Banquets & Private Events The Pastry Shop Marketplace Lunch College Store Request Information Contact Us Directions Student Log In Faculty Log In Summe
```

 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 | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (BreadcrumbList, EntryPoint, ImageObject, ListItem, PropertyValueSpecification, ReadAction) |

 Actions

## The links it would act on

| Link | Role | Where it goes |
| --- | --- | --- |
| [www.opentable.com/r/bistro-perrier-at-walnut-hill-college-philadelphia](https://www.opentable.com/r/bistro-perrier-at-walnut-hill-college-philadelphia) | booking | opentable, a marketplace |

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

#### The Direct Index

[Why direct](https://directindex.org/why)[What agent-direct means](https://directindex.org/agent-direct)[About and principles](https://directindex.org/about)[Methodology](https://directindex.org/methodology)[Privacy](https://directindex.org/privacy)[Terms](https://directindex.org/terms)[Corrections](https://directindex.org/corrections)[Legal notice](https://directindex.org/legal)

#### Use it

[Free scanner](https://directindex.org/scan)[City indexes](https://directindex.org/cities)[Search the index](https://directindex.org/search)[Rankings](https://directindex.org/rankings)[What assistants recommend](https://directindex.org/assistants)[Ask the index](https://directindex.org/ask)

#### Vendors and help

[Booking and ordering vendors](https://directindex.org/vendors)[Which vendors' terms allow agents](https://directindex.org/vendors/terms)[Vendor verification](https://directindex.org/vendors/verification)[Website builders](https://directindex.org/builders)[Who can fix this](https://directindex.org/providers)[For agencies](https://directindex.org/agency)

#### For agents

[llms.txt](https://directindex.org/llms.txt)[llms-full.txt](https://directindex.org/llms-full.txt)[OpenAPI](https://directindex.org/openapi.json)[MCP server](https://directindex.org/.well-known/mcp/server-card.json)[A2A agent](https://directindex.org/.well-known/agent-card.json)[Direct feeds](https://directindex.org/direct.json)

#### Data

[Open data, CSV and JSON](https://directindex.org/data)[The quarterly edition](https://directindex.org/editions)[City data, JSON and Markdown](https://directindex.org/cities)[Sitemap](https://directindex.org/sitemap.xml)

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"}}]}
```