# A Muddy Cup: Agent-Direct Score D (53.8%)

Site: https://amuddycupcafe.com/
Report: https://directindex.org/r/amuddycupcafe.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
A Muddy Cup is hard for agents to use.

## Direct links
- Menu: https://amuddycupcafe.com/menu/
- Phone: 206-245-1015

## What to fix first
- **No structured data for the business.** (+14 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.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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 (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "A Muddy Cup",
  "url": "https://amuddycupcafe.com/",
  "telephone": "206-245-1015",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Northeast 45th Street 266",
    "postalCode": "98105",
    "addressLocality": "Seattle"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 47.6614916,
    "longitude": -122.3253013
  },
  "openingHours": "Mo-Fr 07:00-14:00; Sa-Su 08:00-14:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "07:00",
      "closes": "14:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "08:00",
      "closes": "14:00"
    }
  ],
  "hasMenu": "https://amuddycupcafe.com/menu/"
}
</script>
```

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

```
# A Muddy Cup

> cafe or coffee shop in Northeast 45th Street 266 98105 Seattle, Seattle cafes and bars. Phone 206-245-1015.

## Book or order directly

- Menu: https://amuddycupcafe.com/menu/

## Opening hours

Mo-Fr 07:00-14:00; Sa-Su 08:00-14:00

## About

- Website: https://amuddycupcafe.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.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
331 of 638 in Seattle cafes and bars. Top 52% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 95% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 97% | yes |
| Structured data with address, phone and hours | 28% | no |
| Have an llms.txt | 17% | no |

Nearest places in the index: The Rebel (C, 58 m, https://directindex.org/r/therebelwallingford.com); Korochka Tavern (F, 395 m, https://directindex.org/r/korochkatavern.net); Ladd & Lass Brewing (C, 411 m, https://directindex.org/r/laddandlassbrewing.com); The Octopus Bar (A, 556 m, https://directindex.org/r/theoctopusbar.com); Sunright Tea Studio (B, 584 m, https://directindex.org/r/snrtea.com); Young Tea (B, 586 m, https://directindex.org/r/youngteaglobal.com); Leon Coffee House (F, 861 m, https://directindex.org/r/leoncoffeehouse.com); The Monkey Pub (F, 870 m, https://directindex.org/r/themonkeypub.com); TP Tea (D, 875 m, https://directindex.org/r/tp-tea.com); CoCo Fresh Tea & Juice (F, 882 m, https://directindex.org/r/coco-tea.com).

## What assistants answer
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.

Against its peers: Sites built with WordPress 58% (28% A or B, 36794 sites); This site 53.8%.

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

Read by AI agents 7 times this month.

## Businesses like A Muddy Cup in Seattle cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Seattle cafes and bars | 638 | 49% | 28% | 53.8% |
| Built with WordPress in Seattle cafes and bars | 114 | 61% | 26% | 53.8% |

The best of Built with WordPress in Seattle cafes and bars: Harried & Hungry Cafe (A 100%, https://directindex.org/r/orderhh.com); Thomas Street Warehouse (A 100%, https://directindex.org/r/warehousegroup.ca); Hillside Bar (A 95%, https://directindex.org/r/hillsidebar.com); Elliott Bay Brewery and Pub (A 93.8%, https://directindex.org/r/elliottbaybrewing.com); The Camp West (A 90%, https://directindex.org/r/thecampwest.com).

With the two fixes above (No structured data for the business; No booking or ordering path at all) the score would be about 95.4%: 5th of 638 in Seattle cafes and bars, up from 331st.

## The direct record
What agents get for A Muddy Cup, as JSON: https://directindex.org/api/direct/amuddycupcafe.com
- Book: none on record
- Order: none on record
- Menu: https://amuddycupcafe.com/menu/ (html_page; from the scan)
- Hours: Mo-Fr 07:00-14:00; Sa-Su 08:00-14:00 (closed now) (from OpenStreetMap)
- Phone: 206-245-1015
- Stable links that count: https://directindex.org/go/amuddycupcafe.com/menu

## 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): 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.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 2 | 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/amuddycupcafe.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

Deep report: https://directindex.org/r/amuddycupcafe.com/deep. 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.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=amuddycupcafe.com&force=1