# Giant Panda Overlook: Agent-Direct Score C (58%)

Site: https://nationalzoo.si.edu/visit/food
Report: https://directindex.org/r/si.edu
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.)
Giant Panda Overlook is partly visible to agents.
Some AI assistants are turned away by the website of Giant Panda Overlook. It finds no menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://nationalzoo.si.edu/passes (on the business's own site)
- Phone: 202-633-2614

## What to fix first
- **No structured data for the business.** (+14 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
- **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
- **The server turns AI crawlers away at the door.** (+3.3 points) Live fetches as PerplexityBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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": "FastFoodRestaurant",
  "name": "Giant Panda Overlook",
  "url": "https://nationalzoo.si.edu/visit/food",
  "telephone": "202-633-2614",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Connecticut Avenue Northwest 3001"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 38.9311226,
    "longitude": -77.0526647
  },
  "servesCuisine": [
    "ice cream",
    "dessert",
    "pastry"
  ],
  "acceptsReservations": "https://nationalzoo.si.edu/passes",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://nationalzoo.si.edu/passes",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Giant Panda Overlook

> fast food restaurant (ice cream, dessert, pastry) in Connecticut Avenue Northwest 3001, Washington. Phone 202-633-2614.

## Book or order directly

- Book: https://nationalzoo.si.edu/passes (on the business's own site)

## About

- Website: https://nationalzoo.si.edu/visit/food
- 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.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
580 of 945 in Washington. Top 61% 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 | 100% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | no |
| Structured data with address, phone and hours | 66% | no |
| Have an llms.txt | 19% | no |

Nearest places in the index: LiLLiES (A, 317 m, https://directindex.org/r/lilliesrestaurant.com); Sababa (B, 494 m, https://directindex.org/r/sababauptown.com); Spices Restaurant (A, 566 m, https://directindex.org/r/spicesdc.com); Byblos Deli (C, 626 m, https://directindex.org/r/byblosdc.com); Cracked Eggery (A, 643 m, https://directindex.org/r/crackedeggery.com); Hot N Juicy Crawfish (A, 682 m, https://directindex.org/r/hotnjuicycrawfish.com); Planet Smoothie (A, 687 m, https://directindex.org/r/planetsmoothie.com); Han Palace (C, 687 m, https://directindex.org/r/hanpalacedc.com); Paragon Thai Restaurant (A, 712 m, https://directindex.org/r/paragonthairestaurant.com); Naanwise (B, 729 m, https://directindex.org/r/naanwise.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.

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

## Businesses like Giant Panda Overlook in Washington

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Washington | 945 | 58% | 47% | 58% |

The best of the businesses of the same kind in Washington: 2Fifty Texas BBQ (A 100%, https://directindex.org/r/2fiftybbq.com); Agora (A 100%, https://directindex.org/r/agorarestaurants.net); BiBiMix (A 100%, https://directindex.org/r/bibimixbowl.com); Chopt (A 100%, https://directindex.org/r/choptsalad.com); Copper Canyon Grill (A 100%, https://directindex.org/r/ccgrill.com).

With the three fixes above (No structured data for the business; No menu or price list found; The server turns AI crawlers away at the door) the score would be about 95.4%: 41st of 945 in Washington, up from 580th.

This site appears in 2 cities (2 places on si.edu). https://directindex.org/brand/si.edu

## The direct record
What agents get for Giant Panda Overlook, as JSON: https://directindex.org/api/direct/si.edu
- Book: https://nationalzoo.si.edu/passes (own site; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 202-633-2614
- Stable links that count: https://directindex.org/go/si.edu/book

## 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 | 21.7 | 25 |
| Readable | 1 | 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/si.edu
- 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: yes
- 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

Keep watching this business (https://directindex.org/r/si.edu/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/si.edu/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. Reading and scanning stay free; these few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=si.edu&force=1