---
title: What an AI agent reads on The Grand · The Direct Index
url: https://directindex.org/r/thegrandastoria.com/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/thegrandastoria.com) · scanned 2026-10-23

# What an AI agent reads on The Grand

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 [thegrandastoria.com](https://www.thegrandastoria.com/menus), taken from the copy the scanner kept.

6,256

characters of text without JavaScript

Restaurant

structured data for the business

3

of 3 AI crawlers turned away at the edge (GPTBot, ClaudeBot, PerplexityBot)

 Text

## The words an agent gets

Title: The Grand Online Menu | Best Brunch in Astoria · language en. First 1,800 of 6,256 characters:

```
The Grand Online Menu | Best Brunch in AstoriaSkip to mainMoreSign inPopularCurrent CategoryBrunch SpecialsBrunch FoodBrunch SidesBreakfast PastriesStartersSandwichesEntreesSalads &amp; BowlsPizza OptionsCrepesFriesSidesDessertsMilkshakesHot Coffee To GoCold Coffee To GoHot Teas To GoCold Teas &amp; Lemonade To GoCoffee SpecialsBeverages &amp; Pastries To GoBeveragesCoffee &amp; TeaMocktailsLunch Specials FoodThe Grand Menu37-01 30th Ave, Astoria, NY37-01 30th Ave, Astoria, NY·Open now, view opening hoursPickupPickupDeliveryDeliveryGroup orderPickup timeASAP (25 min)ASAP(25 min)Group orderPopularCurrent CategoryBrunch SpecialsBrunch FoodBrunch SidesBreakfast PastriesStartersSandwichesEntreesSalads &amp; BowlsPizza OptionsCrepesFriesSidesDessertsMilkshakesHot Coffee To GoCold Coffee To GoHot Teas To GoCold Teas &amp; Lemonade To GoCoffee SpecialsBeverages &amp; Pastries To GoBeveragesCoffee &amp; TeaMocktailsLunch Specials FoodPopularBreakfast Burrito$18.00Halloumi Chicken Sandwich$24.00Simply Grilled Shrimp$30.00Mac &amp; Cheese Balls$18.00Crispy Chicken Sandwich$23.00The Goods Crepe$15.00Crispy Shrimp Tacos$18.00Brunch SpecialsGrand Egg Tacos$16.00Skillet Baked Eggs$20.00Burrata Avocado Toast$18.00Berry Jam Buttermilk Pancakes$17.00B.L.A.T$17.00Stuffed Crispy Croissant$16.00Six Minute Egg Toast$17.00Bananas Foster French Toast$18.00Bacon Eggs Benedict$20.00Brunch FoodAvocado Toast$18.002 Eggs Any Style$12.00Steak &amp; Eggs$37.00Vegetable Omelet$19.00Three Cheese Omelet$19.00Mediterranean Scramble$19.00Breakfast Burger$22.00The Grand B.E.C.$16.00Breakfast Burrito$18.00Chicken &amp; Waffles$23.00Berrilicious Waffles$18.00Nutella Pancakes$18.00Short Stack$14.00Carnitas Breakfast Tostadas$22.00Big Boy Wrap$20.00Egg White Wrap$18.00Brunch SidesSide Bacon$8.00Side Canadian Bacon$8.00Side Home Fries$8.00Side Truffle F
```

 Facts

## What it can say about the business

| A business type in JSON-LD | Restaurant |
| Name | The Grand |
| Telephone | no |
| Address | no |
| Opening hours | no |
| Menu or price list | a menu or price-list page in HTML thegrandastoria.com/menu?item=breakfast-burrito-eGri |
| Cuisine in structured data | Brunch, Cafe, Bar, Coffee, American, Upscale, Breakfast |
| JSON-LD blocks | 1 (Menu, MenuItem, MenuSection, Offer, Restaurant) |

 Actions

## The links it would act on

| Link | Role | Where it goes |
| --- | --- | --- |
| [thegrandastoria.com/page/reservation](https://thegrandastoria.com/page/reservation) | booking | the business's own site |

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/thegrandastoria.com) 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"}}]}
```
