# Joseph Levy: Agent-Direct Score D (50.8%)

Site: http://drlevy.com/
Report: https://directindex.org/r/drlevy.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.)
Joseph Levy is hard for agents to use.
An AI assistant can open Joseph Levy'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, through Clover.

## Direct links
- Order directly: https://www.clover.com/pay-widgets/f2d17b02-fbef-4b85-96b0-f103d04b498e (through clover acting for the business)
- Phone: 2125825808
- Address: 120 Central Park S, 10019, New York

## Nearby, also direct
Places near Joseph Levy that take a booking or an order on their own website, with no marketplace in between.
- Michael R. Herman DDS, PHD, FAGD, DAAPM, FIADFE (20 m): https://directindex.org/r/beyonddentistrynyc.com
- Dr. Theodore R. Belfor, Dds (20 m): https://directindex.org/r/drtheodorebelfor.com
- Smile Solutions of Central Park (20 m): https://directindex.org/r/dentalwellnessairway.com
- Dr. Andriy Krayniy & Dr. Rosemarie Zimmerman (50 m): https://directindex.org/r/drkrayniy.com

## What to fix first
- **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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **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
- **Clover's terms ban bots and automated use, but a direct form on your own site has no such limit.** (+5 points) Clover's consumer app terms (8 June 2023, section 3.5), linked from its online ordering pages, bar any deep-link, robot, spider or other device or process to access, copy or monitor the site or app, and bar the use of buying agents; no agent programme was found. Terms read on 2026-10-15: https://www.clover.com/consumer/terms. An agent that books or orders there goes against the vendor's terms unless the vendor allows it. A form or booking page on your own domain has no such limit. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it.
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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": "LocalBusiness",
  "name": "Joseph Levy",
  "url": "http://drlevy.com/",
  "telephone": "2125825808",
  "address": "120 Central Park S, 10019, New York",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.76590327,
    "longitude": -73.97746189
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.clover.com/pay-widgets/f2d17b02-fbef-4b85-96b0-f103d04b498e",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Joseph Levy

> local business in 120 Central Park S, 10019, New York, New York dentists, clinics and vets. Phone 2125825808.

## Book or order directly

- Order: https://www.clover.com/pay-widgets/f2d17b02-fbef-4b85-96b0-f103d04b498e (through clover acting for the business)

## About

- Website: http://drlevy.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.** There's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Ordering through clover on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
3319 of 6357 in New York dentists, clinics and vets. Top 52% 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 | 98% | yes |
| Publish the menu or price list as HTML | 5% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 31% | no |
| Have an llms.txt | 37% | no |

Nearest places in the index: Michael R. Herman DDS, PHD, FAGD, DAAPM, FIADFE (B, 15 m, https://directindex.org/r/beyonddentistrynyc.com); Martha Cortes (F, 16 m, https://directindex.org/r/marthacortesdds.com); Bodysculpt Breast Augmentation (F, 19 m, https://directindex.org/r/bodysculptbreastaugmentation.com); Dr. Theodore R. Belfor, Dds (C, 20 m, https://directindex.org/r/drtheodorebelfor.com); Dr. Jenny M. Lee Dds (C, 20 m, https://directindex.org/r/jennymleedds.com); Abiola Dele-Michael, MD, FACC (F, 21 m, https://directindex.org/r/healthyheartnyc.com); Smile Solutions of Central Park (D, 21 m, https://directindex.org/r/dentalwellnessairway.com); Radiant Skin Dermatology & Laser (C, 28 m, https://directindex.org/r/radiantskinnyc.com); Dr. Andriy Krayniy & Dr. Rosemarie Zimmerman (C, 51 m, https://directindex.org/r/drkrayniy.com); Integrative Neurology (F, 71 m, https://directindex.org/r/integrative-neurology.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.


Compared with its peers: Sites using Clover 69% (53% A or B, 451 sites); This site 50.8%.

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

## Businesses like Joseph Levy in New York dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York dentists, clinics and vets | 6357 | 49% | 19% | 50.8% |
| Sites using Clover in New York dentists, clinics and vets | 5 | 68% | 40% | 50.8% |

The best of the sites using Clover in New York dentists, clinics and vets: SpineCare of NY (B 80%, https://directindex.org/r/spinecareofny.com); Douglaston Dermatology (B 75.8%, https://directindex.org/r/douglastonderm.com); Goals Healthcare (C 67.7%, https://directindex.org/r/goalshealthcare.com); Ophthalmology Associates Of Staten Island (C 66.6%, https://directindex.org/r/oasiny.com).

With the three fixes above (No structured data for the business; No list of services and prices found; Clover's terms ban bots and automated use, but a direct form on your own site has no such limit), the score would be about 90.8%. That would be 9th of 6,357 in New York dentists, clinics and vets, up from 3319th.

## The direct record
What agents get for Joseph Levy, as JSON: https://directindex.org/api/direct/drlevy.com
- Book: none on record
- Order: https://www.clover.com/pay-widgets/f2d17b02-fbef-4b85-96b0-f103d04b498e (vendor on own site: Clover; found by the scan of 2026-10-24, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: 2125825808
- Stable links that count: https://directindex.org/go/drlevy.com/order

## 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
- Vendor terms for agents, Clover: No. Clover's consumer app terms (8 June 2023, section 3.5), linked from its online ordering pages, bar any deep-link, robot, spider or other device or process to access, copy or monitor the site or app, and bar the use of buying agents; no agent programme was found. Read 2026-10-15: https://www.clover.com/consumer/terms

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 22 | 25 |
| Readable | 1 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/drlevy.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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

Keep watching this business (https://directindex.org/r/drlevy.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/drlevy.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=drlevy.com&force=1
