# Bistro Lepic: Agent-Direct Score C (63.1%)

Site: https://bistrotlepic.com/
Report: https://directindex.org/r/bistrotlepic.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.)
Bistro Lepic is partly visible to agents.

## Direct links
- Menu: https://bistrotlepic.com/wp-content/uploads/Lunchprixfixe.pdf
- Phone: +1 202-333-0111

## What to fix first
- **Booking only through opentable.** (+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
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai

## 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": "Bistro Lepic",
  "url": "https://bistrotlepic.com/",
  "telephone": "+1 202-333-0111",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Wisconsin Avenue Northwest 1736",
    "postalCode": "20007-2313",
    "addressLocality": "Washington"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 38.9146317,
    "longitude": -77.0673912
  },
  "servesCuisine": [
    "french"
  ],
  "hasMenu": "https://bistrotlepic.com/wp-content/uploads/Lunchprixfixe.pdf"
}
</script>
```

## 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 (Organization).** but without address, phone or hours
- **OpenTable lets agents act only through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that is not a partner cannot finish the step there; a direct path on your own domain works for all of them.

## Where it stands
Not ranked yet in Washington, DC.

| 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 | 100% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 53% | no |
| Have an llms.txt | 25% | yes |

Nearest places with a similar menu: La Bonne Vache (A, 970 m, https://directindex.org/r/labonnevachedc.com); Brasserie Liberté (B, 998 m, https://directindex.org/r/libertedc.com); L'Avant-Garde (B, 1281 m, https://directindex.org/r/lavantgardedc.com); La Chaumière (B, 1338 m, https://directindex.org/r/lachaumieredc.com); Chez Billy (A, 1343 m, https://directindex.org/r/chezbillysud.com); Bistrot du Coin (B, 1842 m, https://directindex.org/r/bistrotducoin.com); Ellington Park Bistro (C, 2061 m, https://directindex.org/r/eurostarshotels.co.uk); La Piquette (B, 2138 m, https://directindex.org/r/lapiquettedc.com); The Pembroke (D, 2141 m, https://directindex.org/r/thepembrokedc.com); Let Desales (A, 2627 m, https://directindex.org/r/ledesales.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 OpenTable 67% (43% A or B, 1462 sites); This site 63.1%.

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

## Businesses like Bistro Lepic in Washington, DC

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Built with WordPress in Washington, DC | 290 | 73% | 66% | 63.1% |
| Using OpenTable in Washington, DC | 51 | 77% | 67% | 63.1% |
| Built with WordPress and using OpenTable in Washington, DC | 16 | 68% | 50% | 63.1% |

The best of Built with WordPress and using OpenTable in Washington, DC: Filomena Ristorante (A 85.7%, https://directindex.org/r/filomena.com); Cane (B 81.5%, https://directindex.org/r/cane-dc.com); Isla (B 81.5%, https://directindex.org/r/isladc.com); La Piquette (B 78.5%, https://directindex.org/r/lapiquettedc.com); Pearl Dive Oyster Palace (B 78.5%, https://directindex.org/r/pearldivedc.com).

## The direct record
What agents get for Bistro Lepic, as JSON: https://directindex.org/api/direct/bistrotlepic.com
- Book: none on record
- Order: none on record
- Menu: https://bistrotlepic.com/wp-content/uploads/Lunchprixfixe.pdf (pdf; from the scan)
- Hours: none on record
- Phone: +1 202-333-0111
- Stable links that count: https://directindex.org/go/bistrotlepic.com/menu
- Agents and people followed 2 direct links to this business this month (2 by AI agents).

## 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, OpenTable: Partners only. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 13 | 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/bistrotlepic.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

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