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

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

# What an AI agent reads on Dr. Katharine Fast

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

742

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: Speedwell Medical - Allergy and Immunology · language en. First 742 of 742 characters:

```
Speedwell Medical - Allergy and Immunology Katharine Fast, MD2100 Webster Street #119ASan Francisco, CA 94115 415-614-1684 office@speedwellmedical.com Speedwell Medical provides comprehensive consultationsin allergy and immunology for children and adults. Welcome to Speedwell Medical. We provide consultations in allergic, immunologic and related diseases. Dr. Katharine Fast is board certified by the American Board of Allergy and Immunology and the American Board of Internal Medicine. She has completed the Fellowship in Integrative Medicine at the Andrew Weil-University of Arizona Center for Integrative Medicine. Please reach out for an appointment through this link: office@speedwellmedical.com Telephone and fax are both 415-614-1684
```

 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 | 0 |

 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/speedwellmedical.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"}}]}
```