The Direct Index
Report · Boston dentists, clinics and vets · scanned 2026-10-14

Ophthalmic Consultants of Boston

eyeboston.com is mostly ready for agents.

Order directly: www.eyeboston.com/optometry/order-contacts/ on the business's own site

See what an AI agent reads on this site →

B
70%

56 of 80 points available

1/5

agent-readiness level, Basic Web Presence

3

things to fix

Action test, 2026-10-14: partial, a path exists but an agent would struggle. There is a button or a form, but no complete booking or ordering flow an agent can finish on this page.

Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.

Findings

What to fix first

  1. 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. How to fix it

  2. Structured data is incomplete +6 points

    Missing: address, telephone, opening hours. How to fix it

  3. No llms.txt no points, still worth doing

    Optional today, cheap to add: a short text file describing the business for language models. How to fix it

No one is listed yet to fix this in Boston dentists, clinics and vets. List your agency or yourself: free, reviewed by hand.

Already right

Builder: wordpress · Front: cloudflare

Fix kit

What to paste

Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wordpress is in the guides.

Structured data (JSON-LD)

One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "MedicalClinic",
  "name": "Ophthalmic Consultants of Boston",
  "url": "https://www.eyeboston.com",
  "telephone": "+1 800 635 0489",
  "email": "info@eyeboston.com",
  "address": {
    "@type": "PostalAddress",
    "postalCode": "02114"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3623973,
    "longitude": -71.0643102
  },
  "openingHours": "Mo-Fr 08:30-08:30, 16:30-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "08:30",
      "closes": "08:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "16:30",
      "closes": "22:00"
    }
  ],
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.eyeboston.com/optometry/order-contacts/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

Save as /llms.txt at the root of the site. Guide.

# Ophthalmic Consultants of Boston

> medical clinic in 02114, Boston dentists, clinics and vets. Phone +1 800 635 0489.

## Book or order directly

- Order: https://www.eyeboston.com/optometry/order-contacts/ (on the business's own site)

## Opening hours

Mo-Fr 08:30-08:30, 16:30-22:00

## About

- Website: https://www.eyeboston.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Where it stands

26 of 93 in Boston dentists, clinics and vets

Top 28% of the sites scanned in this index. Just above: Boston Plastic Surgery B, CCA Primary Care: Boston Clinic B. Just below: Tandem Vet Care B, Tandon Plastic Surgery B.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML0%no
Let AI crawlers in (no edge block, no robots.txt block)90%yes
Structured data with address, phone and hours70%no
Have an llms.txt30%no

The top tenth is the 10 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with WordPress 36,794 sites58%28%70%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Dental Arts of Boston1.2 kmFno
LUX Dental Care1.2 kmByes
Beacon Facial Plastic Surgery1.4 kmByes
The Boston Center for Facial Rejuvenation1.4 kmCno
The Newbury Center1.4 kmFno
Tandon Plastic Surgery1.4 kmByes
Akshay Sanan MD Facial Plastic Surgery1.4 kmCyes
Derosa Clinic1.5 kmBno
Porter Pediatrics1.6 kmFno
Boston Veterinary Clinic1.6 kmCyes
Businesses like yours

Businesses like Ophthalmic Consultants of Boston in Boston dentists, clinics and vets

GroupSitesAvg scoreA or BThis site
Same kind in Boston dentists, clinics and vets9351%30%70%
Built with WordPress in Boston dentists, clinics and vets3865%42%70%

The best of Built with WordPress in Boston dentists, clinics and vets

Pondside Dental Associates B 84.6% · Renascence Aesthetic Dermatology B 84.6% · Mario Hearing and Tinnitus Clinics B 79.5% · Dimock Community Health Center B 78.5% · Beacon Facial Plastic Surgery B 75.4%

The climb

With the two fixes above (No list of services and prices found; Structured data is incomplete) the score would be about 86.3%: 2nd of 93 in Boston dentists, clinics and vets, up from 26th.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

The direct record

What agents get for Ophthalmic Consultants of Boston

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/eyeboston.com, through the MCP tool direct_record and in the city feed /city/boston-clinics/direct.json.

PathLinkStatus
Booknone on record
Orderwww.eyeboston.com/optometry/order-contacts/ own sitecould not verify: partial (2026-10-14)
Menunone on record
HoursMo-Fr 08:30-08:30, 16:30-22:00 (open now)from OpenStreetMap
Phone+1 800 635 0489

Stable links that count: /go/eyeboston.com/order answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

UCP profile
/.well-known/ucp, Google and Shopify's Universal Commerce Protocol
not measured
ACP discovery document
/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol
not measured
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
not measured

Not measured at this scan; the next scan measures it.

The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.

Agent readiness

Level 1 of 5, Basic Web Presence

The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes
Assistants

What assistants answer

Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.

Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Badge

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score B

<a href="https://directindex.org/r/eyeboston.com"><img src="https://directindex.org/badge/eyeboston.com.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
Owners

Own this business?

Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.

Rescan now Markdown

Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.

Send the fixes to your web person
One email, the fixes and the link; nothing stored.