---
title: What an AI agent reads on Firefly · The Direct Index
url: https://directindex.org/r/fireflysf.com/agent-view?format=md
---

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

# What an AI agent reads on Firefly

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

1,072

characters of text without JavaScript

LocalBusiness

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: Firefly Restaurant · language en-US. First 1,072 of 1,072 characters:

```
Firefly Restaurant Home reservations Firefly Restaurant Story Menu Beverages Dessert Ingredients FAQs Gift certificate Home reservations Firefly Restaurant Story Menu Beverages Dessert Ingredients FAQs Gift certificate Reserve A TABLE INDOORS OR OUTDOORS (IN OUR LITTLE heated PARQUELETTE) AT FIREFLYSF.COM/RESERVATIONS, OR BY PHONE AFTER 3 PM TUES--SAT.IF YOU HAVE A QUESTION, COMMENT, COMPLIMENT OR JUST WOULD RATHER HAVE AN ENTIRELY HUMAN INTERACTION, GIVE US A CALL AT 415-821-7652. PHONE(415) 821-7652Emailinfo@fireflysf.comLOCATION4288 24th Streetin Noe ValleySan Francisco, CA 94114HoursTuesday - Saturday 5:30 to 8:30pm Newsletter Block This newsletter signup form needs a storage option. Edit the block and enter a storage location via the Storage tab. Subscribe Sign up with your email address to receive news and updates. Email Address Sign Up We respect your privacy. We do not accept groups larger than 6 people Back To Top Firefly Restaurant, 4288 24th St, San Francisco, CA, 94114, United States415-821-7652info@fireflysf.com Powered by Squarespace Cart (0)
```

 Facts

## What it can say about the business

| A business type in JSON-LD | LocalBusiness |
| Name | Firefly Restaurant |
| Telephone | no |
| Address | yes |
| Opening hours | yes |
| Menu or price list | a menu or price-list page in HTML www.fireflysf.com/menu |
| Cuisine in structured data | no |
| JSON-LD blocks | 3 (LocalBusiness, Organization, WebSite) |

 Actions

## The links it would act on

| Link | Role | Where it goes |
| --- | --- | --- |
| [www.fireflysf.com/#reservations-section](https://www.fireflysf.com/#reservations-section) | booking | the business's own site |

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

#### The Direct Index

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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

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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"}}]}
```