# Kraff Eye Institute: Agent-Direct Score D (43.1%)

Site: https://kraffeye.com
Report: https://directindex.org/r/kraffeye.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Kraff Eye Institute is hard for agents to use.

## Direct links
- Phone: +1 312-444-1111

## What to fix first, by points
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Dentist, MedicalClinic, Physiotherapy or the closest type, with name, address, telephone and openingHoursSpecification). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No way to book an appointment online.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add an online appointment page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No list of services and prices found.** (+7 points) Agents answer 'what do they treat and what does it cost' from directories instead. Add a page with services and prices as text and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: what to paste

Structured data, one block in the page head:

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Physician",
  "name": "Kraff Eye Institute",
  "url": "https://kraffeye.com",
  "telephone": "+1 312-444-1111",
  "email": "info@kraffeye.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "East Washington Street 25",
    "postalCode": "60602",
    "addressLocality": "Chicago"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.8829316,
    "longitude": -87.626816
  },
  "openingHours": "Mo-Fr 08:00-16:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "08:00",
      "closes": "16:30"
    }
  ]
}
</script>
```

llms.txt draft:

```
# Kraff Eye Institute

> physician in East Washington Street 25 60602 Chicago, Chicago dentists, clinics and vets. Phone +1 312-444-1111.

## Opening hours

Mo-Fr 08:00-16:30

## About

- Website: https://kraffeye.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.

## Where it stands
Rank 101 of 177 in Chicago dentists, clinics and vets (top 57%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 78% | no |
| Publish the menu or price list as HTML | 11% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 83% | no |
| Have an llms.txt | 22% | no |

Nearest places in the index: Strobel Dentistry (C, 15 m, https://directindex.org/r/strobeldentistry.com); Dentistry at Millennium Park (D, 200 m, https://directindex.org/r/datmp.com); Michigan Avenue Immediate/Primary Care (MAICOH) (C, 332 m, https://directindex.org/r/michiganavenueprimarycare.com); Chicago Dental Boutique (C, 705 m, https://directindex.org/r/chicagodentalboutique.com); Medrina (C, 809 m, https://directindex.org/r/medrina.com); Partners Animal Hopsital (C, 944 m, https://directindex.org/r/partnersvetsl.com); GoodVets Streeterville (F, 1080 m, https://directindex.org/r/goodvets.com); Family Planning Associates (B, 1491 m, https://directindex.org/r/fpachicago.com); Burnham Park Animal Hospital (B, 1510 m, https://directindex.org/r/burnhamparkvet.com); Companion Animal Hospital River North (B, 1523 m, https://directindex.org/r/companionrn.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

What an AI agent reads on this site: https://directindex.org/r/kraffeye.com/agent-view

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 1 | 25 |
| actionable | 2 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/kraffeye.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: no

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=kraffeye.com&force=1