# The Doctor's Office: Agent-Direct Score F (38.5%)

Site: https://www.tdosea.com/
Report: https://directindex.org/r/tdosea.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
The Doctor's Office is largely invisible to agents.

## What to fix first, by points
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). 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 booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Menu or price list lives on another site.** (+5 points) The link points to pages.dev, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai
- **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **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": "BarOrPub",
  "name": "The Doctor's Office",
  "url": "https://www.tdosea.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "East Olive Way 1631",
    "postalCode": "98102",
    "addressLocality": "Seattle"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 47.6194168,
    "longitude": -122.3242875
  },
  "openingHours": "Mo-Su 16:00-01:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "16:00",
      "closes": "01:00"
    }
  ],
  "hasMenu": "https://tdomenu.pages.dev/"
}
</script>
```

llms.txt draft:

```
# The Doctor's Office

> bar or pub in East Olive Way 1631 98102 Seattle, Seattle cafes and bars.

## Book or order directly

- Menu: https://tdomenu.pages.dev/

## Opening hours

Mo-Su 16:00-01:00

## About

- Website: https://www.tdosea.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 443 of 676 in Seattle cafes and bars (top 66%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 97% | yes |
| Structured data with address, phone and hours | 26% | no |
| Have an llms.txt | 18% | no |

Nearest places in the index: Hot Cakes (C, 61 m, https://directindex.org/r/getyourhotcakes.com); Bar the Way (C, 90 m, https://directindex.org/r/barthewaycapitolhill.com); Analog Coffee (F, 170 m, https://directindex.org/r/analogcoffee.com); Hillside Bar (A, 178 m, https://directindex.org/r/hillsidebar.com); Revolver Bar (C, 191 m, https://directindex.org/r/revolverbarseattle.com); Hula Hula (F, 208 m, https://directindex.org/r/hulahula.org); Seasmith Coffee (C, 278 m, https://directindex.org/r/seasmith.xyz); Hi Tea Cafe (C, 282 m, https://directindex.org/r/ordertogo.com); Julia's (F, 340 m, https://directindex.org/r/juliasonbroadway.com); Pie Bar (D, 382 m, https://directindex.org/r/thegenuinepiebar.com).

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

Against its peers: Sites built with Squarespace average 64% (46% A or B, 6916 sites); this site 38.5%.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 23 | 25 |
| readable | 2 | 25 |
| actionable | 0 | 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/tdosea.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=tdosea.com&force=1