# Georgetown Seafood: Agent-Direct Score B (81.5%)

Site: https://www.georgetownseafood.com/
Report: https://directindex.org/r/georgetownseafood.com
Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Georgetown Seafood is mostly ready for agents.
An AI assistant can open the website of Georgetown Seafood. What Georgetown Seafood offers is in a PDF or an image, which assistants read poorly. It finds a way to book or order directly, through online.skytab.com.

## Direct links
- Menu: https://www.georgetownseafood.com/menu.pdf
- Phone: +1-202-629-4119

## What to fix first
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **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
- **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

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

```
# Georgetown Seafood

> restaurant (seafood) in Potomac Street Northwest 1211 Washington, Washington. Phone +1-202-629-4119.

## Book or order directly

- Menu: https://www.georgetownseafood.com/menu.pdf

## About

- Website: https://www.georgetownseafood.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.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address, phone, opening hours

## Where it stands
345 of 1294 in Washington. Top 27% 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 | 100% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 93% | yes |
| Structured data with address, phone and hours | 65% | yes |
| Have an llms.txt | 19% | no |

Nearest places with a similar menu: Dyllan’s Raw Bar Grill (F, 345 m, https://directindex.org/r/dyllansrawbargrill.com); Fiola Mare (A, 555 m, https://directindex.org/r/fiolamaredc.com); Nick's Riverside Grill (B, 588 m, https://directindex.org/r/nicksriversidegrill.com); Tony & Joe's Seafood Place (A, 659 m, https://directindex.org/r/tonyandjoes.com); Ten Ten West End (B, 1361 m, https://directindex.org/r/tentendc.com); Pesce Seafood House (F, 1882 m, https://directindex.org/r/pesceseafood.com); Quarterdeck (A, 2166 m, https://directindex.org/r/quarterdeckarlington.com); Hank's Oyster Bar (B, 2408 m, https://directindex.org/r/hanksoysterbar.com); RARE Steaks & Seafood (A, 2570 m, https://directindex.org/r/raresteaks.com); Joe's Seafood, Prime Steak & Stone Crab - Washington DC (B, 2765 m, https://directindex.org/r/joes.net).

## 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/georgetownseafood.com/agent-view

## Businesses like Georgetown Seafood in Washington

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Washington | 1294 | 59% | 47% | 81.5% |

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); Astro Beer Hall (A 100%, https://directindex.org/r/astrobeerhall.com); Atxondo (A 100%, https://directindex.org/r/atxondo.com); Bar Colline (A 100%, https://directindex.org/r/barcolline.com).

With the two fixes above (Ordering through an unrecognised third party; Menu or price list is a PDF) the score would be about 100%: first of 1,294 in Washington.

## The direct record
What agents get for Georgetown Seafood, as JSON: https://directindex.org/api/direct/georgetownseafood.com
- Book: none on record
- Order: none on record
- Menu: https://www.georgetownseafood.com/menu.pdf (pdf; from the scan)
- Hours: none on record
- Phone: +1-202-629-4119
- Stable links that count: https://directindex.org/go/georgetownseafood.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): no
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no
- 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): no

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 6 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/georgetownseafood.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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

Keep watching this business (https://directindex.org/r/georgetownseafood.com/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/georgetownseafood.com/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=georgetownseafood.com&force=1