# The Coupe & Flute: Agent-Direct Score A (92.3%)

Site: https://thecoupeandflute.com
Report: https://directindex.org/r/thecoupeandflute.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.)
The Coupe & Flute is ready for agents.

## Direct links
- Book directly: https://thecoupeandflute.com/reserve (on the business's own site)
- Order directly: https://www.toasttab.com/the-coupe-flute-3015-beacon-ave-s/giftcards (through toast acting for the business)
- Menu: https://thecoupeandflute.com/food-menu

## What to fix first
- **Structured data is incomplete.** (+2 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant
- **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": "Restaurant",
  "name": "The Coupe & Flute",
  "url": "https://thecoupeandflute.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Beacon Avenue South 3015",
    "postalCode": "98144",
    "addressLocality": "Seattle"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 47.5765014,
    "longitude": -122.3100728
  },
  "acceptsReservations": "https://thecoupeandflute.com/reserve",
  "hasMenu": "https://thecoupeandflute.com/food-menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://thecoupeandflute.com/reserve",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/the-coupe-flute-3015-beacon-ave-s/giftcards",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# The Coupe & Flute

> restaurant in Beacon Avenue South 3015 98144 Seattle, Seattle.

## Book or order directly

- Book: https://thecoupeandflute.com/reserve (on the business's own site)
- Order: https://www.toasttab.com/the-coupe-flute-3015-beacon-ave-s/giftcards (through toast acting for the business)
- Menu: https://thecoupeandflute.com/food-menu

## About

- Website: https://thecoupeandflute.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.
- **Structured data present (Restaurant).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
56 of 969 in Seattle. Top 6% 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% | yes |
| Publish the menu or price list as HTML | 98% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 54% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: Oak (A, 14 m, https://directindex.org/r/oak-seattle.com); Homer (B, 14 m, https://directindex.org/r/restauranthomer.com); Bar del Corso (D, 125 m, https://directindex.org/r/bardelcorso.com); Milk Drunk (A, 246 m, https://directindex.org/r/themilkdrunk.com); Musang (B, 475 m, https://directindex.org/r/musangseattle.com); Wendy's (B, 859 m, https://directindex.org/r/wendys.com); Thai Recipe (C, 861 m, https://directindex.org/r/thaireciperestaurant.com); Buddha Bruddah (A, 973 m, https://directindex.org/r/buddhabruddah.com); El Rinconsito (C, 996 m, https://directindex.org/r/elrinconsito.com); Toshio's Teriyaki (D, 1346 m, https://directindex.org/r/toshiosteriyaki.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 using Toast 74% (62% A or B, 1823 sites); This site 92.3%.

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

## Businesses like The Coupe & Flute in Seattle

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Seattle | 969 | 51% | 37% | 92.3% |
| Using Toast in Seattle | 130 | 74% | 60% | 92.3% |

The best of Using Toast in Seattle: Grappa (A 100%, https://directindex.org/r/grappaseattle.com); Harissa (A 100%, https://directindex.org/r/harissaofseattle.com); Tandoori Flame (A 95.4%, https://directindex.org/r/tandooriflameindiangrill.com); The Salty Shack (A 94.9%, https://directindex.org/r/theoctopusbar.com); El Camino (A 93.8%, https://directindex.org/r/elcaminorestaurant.com).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 19th of 969 in Seattle, up from 56th.

## The direct record
What agents get for The Coupe & Flute, as JSON: https://directindex.org/api/direct/thecoupeandflute.com
- Book: https://thecoupeandflute.com/reserve (own site; found by the scan of 2026-10-14, not yet tested)
- Order: https://www.toasttab.com/the-coupe-flute-3015-beacon-ave-s/giftcards (vendor on own site: Toast; found by the scan of 2026-10-14, not yet tested)
- Menu: https://thecoupeandflute.com/food-menu (html_page; from the scan)
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/thecoupeandflute.com/book, https://directindex.org/go/thecoupeandflute.com/order, https://directindex.org/go/thecoupeandflute.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 | 20 | 25 |
| Actionable | 15 | 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/thecoupeandflute.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: 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: yes

Deep report: https://directindex.org/r/thecoupeandflute.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=thecoupeandflute.com&force=1