---
title: What an AI agent reads on Peter J. Belin, Md · The Direct Index
url: https://directindex.org/r/retinamn.com/agent-view?format=md
---

[The Direct Index](https://directindex.org/)
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 [Report](https://directindex.org/r/retinamn.com) · scanned 2026-10-23

# What an AI agent reads on Peter J. Belin, Md

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 [retinamn.com](https://www.retinamn.com/retina-specialists/david-f-williams-md), taken from the copy the scanner kept.

7,106

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: Best Retina Specialists & Surgeons in Minneapolis, Minnesota Area · language en. First 1,800 of 7,106 characters:

```
Best Retina Specialists &amp; Surgeons in Minneapolis, Minnesota Area Skip To Main Navigation Skip To Content Skip To Footer !Important Considerations When Selecting a Retina PracticeImportant Considerations When Selecting a Retina Practice For PatientsFor DoctorsLanguage: enSelect your languageEspa&amp;ntilde;olSoomaaliрусскийkwv tij hmoobCareersBill PayLocationsOur LocationsAnokaBlaineDuluthEdinaMankatoMaplewoodSt. CloudSt. Louis ParkWoodburyContact RCM Why RCMAbout RCMLocationsTips for Choosing the best Retina PracticePatient ReviewsVRS FoundationRCM Blog &amp; NewsCareersOur PhysiciansMeet Our PhysiciansHerbert L. Cantrill, MDEdwin H. Ryan Jr, MDAbdhish R. Bhavsar, MDSundeep Dev, MD, FASRSRobert A. Mittra, MDPolly A. Quiram, MD, PhDGeoffrey G. Emerson, MD, PhDM. Vaughn Emerson, MDJohn B. Davies, MDJacob M. Jones, MD, PhDD. Wilkin Parke III, MDYevgeniy V. Sychev, MDPeter J. Belin, MDChristopher K. Hwang, MD, PhDZeeshan Haq, MDGuneet Sodhi, MDTommaso Vagaggini, MDVincent Vann, MD, PhDCynthia McClard, MD, PhDAlireza Mahmoudi, MDJustin Yamanuha, MDMichael Maywood, MDSahal Saleh, MDAlyssa Coleman, MDChristian Curran, MDAdel Qalieh, MDDoctors EmeritusConditionsAge-Related Macular Degeneration (AMD)Geographic Atrophy (GA)Diabetic RetinopathyVein &amp; Artery OcclusionsBranch Retinal Vein OcclusionCentral Retinal Vein OcclusionBranch Retinal Artery OcclusionCentral Retinal Artery OcclusionRetinal Tears &amp; DetachmentsMacular ConditionsMacular HoleEpiretinal MembraneFlashes &amp; FloatersNevus &amp; TumorsNevus &amp; TumorsChoroidal NevusChoroidal MelanomaCongenital Hypertrophy of the Retinal Pigment Epithelium (CHRPE)Pediatric Retina Care (ROP)UveitisAll ConditionsTreatmentsDiagnostics &amp; TestingRetina Surgery Retinal Detachment SurgeryVitrectomyScleral BuckleInjectionsLaserClinical TrialsClinical Trials
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | 8555152020 (a tel: link, not structured) |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (SearchAction, WebSite, microdata:BreadcrumbList, microdata:ListItem, microdata:Thing, microdata:WebPage) |

 Actions

## The links it would act on

No booking or ordering link found; only a phone number (8555152020). An agent has nothing to act on.

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