---
title: What an AI agent reads on Lily's COFFEE & CAFÃ‰ · The Direct Index
url: https://directindex.org/r/lilyscoffeecafe.com/agent-view?format=md
---

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 [Report](https://directindex.org/r/lilyscoffeecafe.com) · scanned 2026-10-23

# What an AI agent reads on Lily's COFFEE & CAFÃ‰

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

1,199

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: Boston Coffee | Lily's Coffee & Cafe | United States · language en. First 1,199 of 1,199 characters:

```
Boston Coffee | Lily&#39;s Coffee &amp; Cafe | United States top of pageLog InHomeContactLocationsMy AccountMoreUse tab to navigate through the menu items.Lily&#39;s Coffee &amp; CafeProudly serving locally roasted Barrington CoffeeVIEW OUR MENUOur StoryHOSPITALITY IS AT THE CORE OF EVERYTHING WE DOLily’s Coffee &amp; Café is proudly serving Barrington Coffee Roaster’s Gold Blend, which is a blend of coffee beans from South America and South East Asia. It is a medium roast, with a smooth caramel, dark chocolate, and deep spice flavor profile.We are also proudly offering High Lawn Farm dairy products, a historically high-quality dairy farm. Milk comes from their Jersey cows, which is known to have higher content of protein, calcium, butterfat, various nutrients, and flavor than that of regular commercial dairy products.Our pastries are made fresh daily and pair perfectly with your morning coffee or as an afternoon treat. Come try our wide selection of lunch offerings to make the lunch break hassle free.COME VISIT!HOURS OF OPERATIONMONDAY - THURSDAY7AM - 4PM​VIEW OUR MENUContact Us33 Arch St. Boston, MA 02110events@lilysboston.com©2021 by Lily&#39;s Coffee &amp; Cafe. Proudly created with Wix.combottom of page
```

 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 PDF www.lilyscoffeecafe.com/_files/ugd/03c922_bd87707562f543179f |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (WebSite) |

 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/lilyscoffeecafe.com) turns it into a score and a list of fixes, with code to paste.

#### The Direct Index

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#### Use it

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#### Vendors and help

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#### 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"}}]}
```
