# Mosaddegh Eye Institute: Agent-Direct Score B (75.4%)

Site: https://www.sfeyedoctors.com/
Report: https://directindex.org/r/sfeyedoctors.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Mosaddegh Eye Institute is mostly ready for agents.
An AI assistant can open Mosaddegh Eye Institute's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://sfeyedoctors.com/consultation/ (on the business's own site)
- Phone: 4153924437
- Address: 490 Post St #1440, 94102, San Francisco

## Nearby, also direct
Places near Mosaddegh Eye Institute that take a booking or an order on their own website, with no marketplace in between.
- Angela An DDS (10 m): https://directindex.org/r/unionsquaredentalcare.com
- Dr. Amanda Heydari, DDS (10 m): https://directindex.org/r/youngdentalsf.com
- San Francisco Plastic Surgery & Laser Center (10 m): https://directindex.org/r/sfcosmeticsurgery.com
- ACE Foot and Ankle Medical Clinic (10 m): https://directindex.org/r/acefootandankle.com
- Dr. Nami Cho (10 m): https://directindex.org/r/namichodds.com

## What to fix first
- **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 that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Mosaddegh Eye Institute",
  "url": "https://www.sfeyedoctors.com/",
  "telephone": "4153924437",
  "address": "490 Post St #1440, 94102, San Francisco",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.78819,
    "longitude": -122.40985
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://sfeyedoctors.com/consultation/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Appointments on your own site.** Agents can book an appointment without going through a marketplace.

## Where it stands
112 of 927 in San Francisco dentists, clinics and vets. Top 12% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 97% | yes |
| Publish the menu or price list as HTML | 5% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 99% | yes |
| Structured data with address, phone and hours | 26% | no |
| Have an llms.txt | 20% | yes |

Nearest places in the index: Elevate Podiatry (D, 4 m, https://directindex.org/r/myprivia.com); Angela An DDS (B, 8 m, https://directindex.org/r/unionsquaredentalcare.com); Bunion SF (F, 10 m, https://directindex.org/r/bunionsf.net); Dr. Amanda Heydari, DDS (B, 10 m, https://directindex.org/r/youngdentalsf.com); Union Square Facial Plastic Surgery (C, 10 m, https://directindex.org/r/sanfranciscoplasticsurgeryinc.com); San Francisco Plastic Surgery & Laser Center (A, 10 m, https://directindex.org/r/sfcosmeticsurgery.com); ACE Foot and Ankle Medical Clinic (B, 10 m, https://directindex.org/r/acefootandankle.com); Dr. Nami Cho (D, 11 m, https://directindex.org/r/namichodds.com); Post Street Dental Group (B, 12 m, https://directindex.org/r/poststreetdental.com); Brian Baliwas, DDS (C, 13 m, https://directindex.org/r/sfdentalnerd.com).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 12 everyday questions about San Francisco dentists, clinics and vets and named 53 places. Mosaddegh Eye Institute wasn't one of them. See who was named: https://directindex.org/city/san-francisco-clinics/recommended


Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 75.4%.

See what an AI agent reads on this site: https://directindex.org/r/sfeyedoctors.com/agent-view

## Businesses like Mosaddegh Eye Institute in San Francisco dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco dentists, clinics and vets | 927 | 49% | 17% | 75.4% |
| Sites built with WordPress in San Francisco dentists, clinics and vets | 351 | 57% | 29% | 75.4% |

The best of the sites built with WordPress in San Francisco dentists, clinics and vets: Spring Fertility (A 86.2%, https://directindex.org/r/springfertility.com); Bay Area Bird Hospital (B 84.6%, https://directindex.org/r/birdandexoticsvet.com); Bay Area Bird and Exotics Hospital (B 84.6%, https://directindex.org/r/birdandexoticsvet.com); Dr. Amanda Heydari, DDS (B 84.6%, https://directindex.org/r/youngdentalsf.com); Financial District Dentistry (B 84.6%, https://directindex.org/r/cosmeticdentistsf.com).

With the two fixes above (No list of services and prices found; Structured data is incomplete), the score would be about 95.4%, which would be first of 927 in San Francisco dentists, clinics and vets.

## The direct record
What agents get for Mosaddegh Eye Institute, as JSON: https://directindex.org/api/direct/sfeyedoctors.com
- Book: https://sfeyedoctors.com/consultation/ (own site; found by the scan of 2026-10-24, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 4153924437
- Stable links that count: https://directindex.org/go/sfeyedoctors.com/book

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): no
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no
- MCP server card (/.well-known/mcp/server-card.json): no
- Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): no

Found one hop past the home page: booking page /consultation/: booking link (own domain).

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 9 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/sfeyedoctors.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: yes
- 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: yes

Keep watching this business (https://directindex.org/r/sfeyedoctors.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/sfeyedoctors.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=sfeyedoctors.com&force=1