# John Lathrop Physical Therapy: Agent-Direct Score C (63.1%)

Site: http://www.johnlathroppt.com/
Report: https://directindex.org/r/johnlathroppt.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.)
John Lathrop Physical Therapy is partly visible to agents.
An AI assistant can open John Lathrop Physical Therapy'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 provider.kareo.com.

## Direct links
- Phone: +16464551312
- Address: 443 Park Ave S, 10016, New York

## Nearby, also direct
Places near John Lathrop Physical Therapy that take a booking or an order on their own website, with no marketplace in between.
- Advanced Audiology Services of New York (0 m): https://directindex.org/r/audiologyny.com
- Gary Alter, Md (20 m): https://directindex.org/r/aaps1921.org

## What to fix first
- **Appointments through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. 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 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.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript

## 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": "John Lathrop Physical Therapy",
  "url": "http://www.johnlathroppt.com/",
  "telephone": "+16464551312",
  "address": "443 Park Ave S, 10016, New York",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.74526988,
    "longitude": -73.98249464
  }
}
</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 (LocalBusiness).** address, phone

## Where it stands
1822 of 6357 in New York dentists, clinics and vets. Top 29% 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% | no |
| 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% | yes |

Nearest places in the index: City Care Family Practice (B, 1 m, https://directindex.org/r/citycarefamilypractice.com); New York Urologic (F, 3 m, https://directindex.org/r/newyorkurologic.com); Plastic Surgery Group of NYC (C, 4 m, https://directindex.org/r/plasticsurgerygroupnyc.com); Advanced Audiology Services of New York (B, 4 m, https://directindex.org/r/audiologyny.com); NYC Gynecomastia Center (C, 6 m, https://directindex.org/r/gynecomastiacenternyc.com); Park Avenue Aesthetics Surgery (C, 6 m, https://directindex.org/r/drsenderoff.com); Jeremy Nikfarjam, MD (C, 14 m, https://directindex.org/r/thenewyouplasticsurgery.com); Gender Confirmation Center of NYC (C, 16 m, https://directindex.org/r/genderconfirmationcenternyc.com); Keith M Blechman, Md -breast Reconstruction Center Of Nyc (C, 23 m, https://directindex.org/r/breastreconstructioncenternyc.com); Gary Alter, Md (C, 23 m, https://directindex.org/r/aaps1921.org).

## 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 built with Wix 53% (30% A or B, 40344 sites); This site 63.1%.

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

## Businesses like John Lathrop Physical Therapy 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% | 63.1% |
| Sites built with Wix in New York dentists, clinics and vets | 338 | 58% | 26% | 63.1% |

The best of the sites built with Wix in New York dentists, clinics and vets: Advanced Endocrine - Alyeshmerni Md (B 80%, https://directindex.org/r/advancedendocrine.com); Affordable Pet Vaccines (B 80%, https://directindex.org/r/affordablepetvaccines.com); Alexander Katz AMK Medical, PC (B 80%, https://directindex.org/r/amkmedicalpc.com); Amy Wu Md, Facs | Soho Otolaryngology Pc (B 80%, https://directindex.org/r/sohoent.com); Ankur Saraiya, Md (B 80%, https://directindex.org/r/drsaraiya.com).

With the three fixes above (Appointments through an unrecognised third party; No list of services and prices found; Structured data is incomplete), the score would be about 92.3%. That would be 8th of 6,357 in New York dentists, clinics and vets, up from 1822nd.

## The direct record
What agents get for John Lathrop Physical Therapy, as JSON: https://directindex.org/api/direct/johnlathroppt.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +16464551312

## 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): yes
- 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 23 | 25 |
| Readable | 12 | 25 |
| Actionable | 6 | 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/johnlathroppt.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/johnlathroppt.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/johnlathroppt.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=johnlathroppt.com&force=1