# Lost and Found: Agent-Direct Score A (88.8%)

Site: https://www.lostandfounddc.com/
Report: https://directindex.org/r/lostandfounddc.com
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Lost and Found is ready for agents.

## Direct links
- Order directly: https://www.toasttab.com/lost-found-1240-9th-street-nw/giftcards (through toast acting for the business)
- Menu: https://www.lostandfounddc.com/front-bar-menu
- Phone: +1 202-450-6052

## What to fix first
- **Structured data is incomplete.** (+1 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": "BarOrPub",
  "name": "Lost and Found",
  "url": "https://www.lostandfounddc.com/",
  "telephone": "+1 202-450-6052",
  "email": "events@lostandfounddc.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "9th Street Northwest 1240"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 38.9067644,
    "longitude": -77.0241783
  },
  "openingHours": "Mo-Th 16:00-02:00; Fr 16:00-03:00; Sa 14:00-03:00; Su 14:00-02:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "16:00",
      "closes": "02:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday"
      ],
      "opens": "16:00",
      "closes": "03:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "14:00",
      "closes": "03:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "14:00",
      "closes": "02:00"
    }
  ],
  "hasMenu": "https://www.lostandfounddc.com/front-bar-menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/lost-found-1240-9th-street-nw/giftcards",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Lost and Found

> bar or pub in 9th Street Northwest 1240, Washington, DC cafes and bars. Phone +1 202-450-6052.

## Book or order directly

- Order: https://www.toasttab.com/lost-found-1240-9th-street-nw/giftcards (through toast acting for the business)
- Menu: https://www.lostandfounddc.com/front-bar-menu

## Opening hours

Mo-Th 16:00-02:00; Fr 16:00-03:00; Sa 14:00-03:00; Su 14:00-02:00

## About

- Website: https://www.lostandfounddc.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 (LocalBusiness).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.
- **Toast lets agents act only through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. 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
23 of 464 in Washington, DC cafes and bars. Top 5% 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 | 98% | yes |
| Publish the menu or price list as HTML | 98% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 38% | no |
| Have an llms.txt | 17% | no |

Nearest places in the index: Fossette Focacceria (A, 9 m, https://directindex.org/r/fossettedc.com); Eighteenth Street Lounge (ESL) (F, 29 m, https://directindex.org/r/18thstlounge.com); TallBoy (B, 46 m, https://directindex.org/r/tallboybar.com); Death & Co DC (C, 53 m, https://directindex.org/r/deathandcompany.com); Amazonia (C, 54 m, https://directindex.org/r/causadc.com); La Colombe Coffee Roasters (D, 69 m, https://directindex.org/r/lacolombe.com); Saints Paradise Cafeteria (C, 317 m, https://directindex.org/r/netwaiter.com); Morris (B, 387 m, https://directindex.org/r/morrisbardc.com); The Dignitary (C, 391 m, https://directindex.org/r/marriott.com); The Little Gay Pub (B, 408 m, https://directindex.org/r/thelittlegaypub.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 Squarespace 65% (48% A or B, 7098 sites); Sites using Toast 74% (63% A or B, 1884 sites); This site 88.8%.

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

Read by AI agents 4 times this month (ClaudeBot 4).

## Businesses like Lost and Found in Washington, DC cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Washington, DC cafes and bars | 464 | 48% | 33% | 88.8% |
| Built with Squarespace in Washington, DC cafes and bars | 98 | 68% | 46% | 88.8% |
| Using Toast in Washington, DC cafes and bars | 63 | 76% | 68% | 88.8% |
| Built with Squarespace and using Toast in Washington, DC cafes and bars | 30 | 75% | 67% | 88.8% |

The best of Built with Squarespace and using Toast in Washington, DC cafes and bars: Booeymonger (A 91.3%, https://directindex.org/r/booeymonger.com); Bar Charley (A 88.8%, https://directindex.org/r/barcharley.com); The Ministry (A 88.8%, https://directindex.org/r/theministrydc.com); Franklin Hall (A 85%, https://directindex.org/r/franklinhalldc.com); Code Red (B 84.6%, https://directindex.org/r/codereddc.com).

With the fix above (Structured data is incomplete) the score would be about 90%: 15th of 464 in Washington, DC cafes and bars, up from 23rd.

## The direct record
What agents get for Lost and Found, as JSON: https://directindex.org/api/direct/lostandfounddc.com
- Book: none on record
- Order: https://www.toasttab.com/lost-found-1240-9th-street-nw/giftcards (vendor on own site: Toast; verified direct, 2026-10-14)
- Menu: https://www.lostandfounddc.com/front-bar-menu (html_page; from the scan)
- Hours: Mo-Th 16:00-02:00; Fr 16:00-03:00; Sa 14:00-03:00; Su 14:00-02:00 (open now) (from OpenStreetMap)
- Phone: +1 202-450-6052
- Stable links that count: https://directindex.org/go/lostandfounddc.com/order, https://directindex.org/go/lostandfounddc.com/menu
- Agents and people followed 1 direct link to this business this month (1 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, Toast: Partners only. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 21 | 25 |
| Actionable | 25 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/lostandfounddc.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: yes

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