# Fleming by Le Bilboquet: Agent-Direct Score D (40%)

Site: https://flemingbylebilboquet.com/
Report: https://directindex.org/r/flemingbylebilboquet.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.)
Fleming by Le Bilboquet is hard for agents to use.

## Direct links
- Phone: +1-332-282-0350

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). 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
- **Booking only through resy.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. 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 (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": "Fleming by Le Bilboquet",
  "url": "https://flemingbylebilboquet.com/",
  "telephone": "+1-332-282-0350",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "East 62nd Street 27"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7653865,
    "longitude": -73.9695287
  },
  "openingHours": "Mo-Sa 12:00-16:00, 17:00-22:30; Su 12:00-16:00, 17:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "12:00",
      "closes": "16:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "17:00",
      "closes": "22:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "16:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "17:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "fine dining",
    "french"
  ]
}
</script>
```

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

```
# Fleming by Le Bilboquet

> restaurant (fine dining, french) in East 62nd Street 27, New York. Phone +1-332-282-0350.

## Opening hours

Mo-Sa 12:00-16:00, 17:00-22:30; Su 12:00-16:00, 17:00-22:00

## About

- Website: https://flemingbylebilboquet.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.
- **Resy works with agents through its partners.** Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Read 2026-10-15: https://resy.com/terms. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
2869 of 4270 in New York. Top 67% 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 | 99% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 50% | no |
| Have an llms.txt | 13% | no |

Nearest places with a similar menu: Le Bilboquet (D, 184 m, https://directindex.org/r/lebilboquetny.com); Daniel (D, 226 m, https://directindex.org/r/danielnyc.com); JoJo (F, 327 m, https://directindex.org/r/jojorestaurantnyc.com); La Bonne Soupe (C, 709 m, https://directindex.org/r/labonnenyc.com); Il Gattopardo (A, 716 m, https://directindex.org/r/ilgattopardonyc.com); Benoit (D, 724 m, https://directindex.org/r/benoitny.com); The Modern - The Bar Room (A, 797 m, https://directindex.org/r/themodernnyc.com); The Lobster Club (C, 799 m, https://directindex.org/r/thelobsterclub.com); Grand Salon at Baccarat Hotel (B, 833 m, https://directindex.org/r/baccarathotels.com); Bistro Vendôme (C, 968 m, https://directindex.org/r/bistrovendomenyc.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% (29% A or B, 36926 sites); Sites using Resy 69% (48% A or B, 600 sites); This site 40%.

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

## Businesses like Fleming by Le Bilboquet in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4270 | 52% | 40% | 40% |
| Built with WordPress in New York | 667 | 67% | 49% | 40% |
| Using Resy in New York | 273 | 69% | 48% | 40% |
| Built with WordPress and using Resy in New York | 47 | 67% | 45% | 40% |

The best of Built with WordPress and using Resy in New York: Beyond Sushi - Vegan Restaurant (A 92.3%, https://directindex.org/r/beyondsushi.com); Soho Diner (A 92.3%, https://directindex.org/r/sohodinernyc.com); Breeze (A 87.2%, https://directindex.org/r/breezebk.com); Nourish (A 87.2%, https://directindex.org/r/nourishcafe.nyc); HaaM (A 86.2%, https://directindex.org/r/healthyasamotha.com).

With the three fixes above (No structured data for the business; Booking only through resy; No menu or price list found) the score would be about 92.3%: 229th of 4,270 in New York, up from 2869th.

## The direct record
What agents get for Fleming by Le Bilboquet, as JSON: https://directindex.org/api/direct/flemingbylebilboquet.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Mo-Sa 12:00-16:00, 17:00-22:30; Su 12:00-16:00, 17:00-22:00 (closed now) (from OpenStreetMap)
- Phone: +1-332-282-0350

## 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
- Vendor terms for agents, Resy: Through partners. Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Read 2026-10-15: https://resy.com/terms

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 23 | 25 |
| Readable | 0 | 25 |
| Actionable | 3 | 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/flemingbylebilboquet.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/flemingbylebilboquet.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=flemingbylebilboquet.com&force=1