---
title: What an AI agent reads on Pancho's · The Direct Index
url: https://directindex.org/r/sfpanchos.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/sfpanchos.com) · scanned 2026-10-24

# What an AI agent reads on Pancho's

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

704

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: Pancho's Mexican Grill · language en-US. First 704 of 704 characters:

```
Pancho&#39;s Mexican Grill Home Menu Catering About Us contact Pancho! Home Menu Catering About Us contact Pancho! Made By Hand Fresh &amp; Delicious Made By Hand ORDER ONLINE! SCROLL DOWN Made By Hand ORDER ONLINE! “Here at Pancho’s, we strive to serve fresh and delicious Mexican food at reasonable prices, with friendly service, in a clean and fiesta-like atmosphere, where our customers are always Numero Uno. Salud!” &amp;mdash; Pancho ORDER ONLINE view menu Fresh &amp; Delicious MADE BY HAND Fresh &amp; Delicious MADE BY HAND Top PANCHO’S3440 Geary Blvd,San Francisco, CA 94118Phone: (415) 387-8226 HOURSMon-Thurs 11:00-8:00Fri-Sat 11:00-9:00 Sun 12:00-8:00 QUICK LINKSORDER ONLINEVIEW MENUSLOCATIONSCATERINGABOUT US
```

 Facts

## What it can say about the business

| A business type in JSON-LD | LocalBusiness |
| Name | Pancho's Mexican Grill |
| Telephone | no |
| Address | yes |
| Opening hours | no |
| Menu or price list | a menu or price-list page in HTML www.sfpanchos.com/menu2 |
| 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.toasttab.com/panchos-san-francisco](https://www.toasttab.com/panchos-san-francisco) | ordering | toast, acting for the business |
| [www.sfpanchos.com/https:/www.toasttab.com/panchos-san-francisco](https://www.sfpanchos.com/https:/www.toasttab.com/panchos-san-francisco) | ordering | the business's own site |

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