# Imperfecto: Agent-Direct Score A (100%)

Site: http://www.imperfectodc.com/
Report: https://directindex.org/r/sevenreasonsgroup.com
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Imperfecto is ready for agents.

## Direct links
- Book directly: https://www.sevenreasonsgroup.com/#restaurants (on the business's own site)
- Order directly: https://www.toasttab.com/seven-reasons-citycenter-931-h-street-northwest/giftcards (through toast acting for the business)
- Menu: https://www.sevenreasonsgroup.com/imperfecto/menus#dinner
- Phone: +1-202-964-1012

## What to fix first
- **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.

```
# Imperfecto

> restaurant (latin american) in 23rd Street Northwest 1124 20037-1423 Washington, Washington, DC. Phone +1-202-964-1012.

## Book or order directly

- Book: https://www.sevenreasonsgroup.com/#restaurants (on the business's own site)
- Order: https://www.toasttab.com/seven-reasons-citycenter-931-h-street-northwest/giftcards (through toast acting for the business)
- Menu: https://www.sevenreasonsgroup.com/imperfecto/menus#dinner

## Opening hours

Mo-Th 17:30-21:30; Fr 17:00-22:00; Sa 11:00-14:30,17:00-22:00; Su 11:00-14:30,17:00-21:00

## About

- Website: http://www.imperfectodc.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 (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.

## 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% | yes |
| Publish the menu or price list as HTML | 100% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 53% | yes |
| Have an llms.txt | 25% | no |

Nearest places in the index: Ris (A, 62 m, https://directindex.org/r/risdc.com); Blue Duck Tavern (B, 151 m, https://directindex.org/r/blueducktavern.com); Char Bar & Eli's Market (A, 197 m, https://directindex.org/r/charbardc.com); Mercy Me (A, 255 m, https://directindex.org/r/mercymedc.com); Sixty Vines (A, 277 m, https://directindex.org/r/sixtyvines.com); Soi 38 (A, 302 m, https://directindex.org/r/soi38dc.com); Papa John's (B, 318 m, https://directindex.org/r/papajohns.co.uk); Astoria's Kitchen by 54 (B, 328 m, https://directindex.org/r/orderlyferestaurant.com); Nobu (D, 348 m, https://directindex.org/r/noburestaurants.com); Ruth's Chris Steak House (F, 350 m, https://directindex.org/r/ruthschris.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 using Toast 74% (63% A or B, 1884 sites); This site 100%.

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

## Businesses like Imperfecto in Washington, DC

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Using Toast in Washington, DC | 147 | 75% | 69% | 100% |

The best of Using Toast in Washington, DC: MXDC Cocina Mexicana (A 100%, https://directindex.org/r/mxdcrestaurant.com); Spices Restaurant (A 100%, https://directindex.org/r/spicesdc.com); Vera (A 100%, https://directindex.org/r/veradc.com); Barbouzard (A 95.4%, https://directindex.org/r/barbouzard.com); Chez Billy (A 95.4%, https://directindex.org/r/chezbillysud.com).

## The direct record
What agents get for Imperfecto, as JSON: https://directindex.org/api/direct/sevenreasonsgroup.com
- Book: https://www.sevenreasonsgroup.com/#restaurants (own site; found by the scan of 2026-10-15, not yet tested)
- Order: https://www.toasttab.com/seven-reasons-citycenter-931-h-street-northwest/giftcards (vendor on own site: Toast; found by the scan of 2026-10-15, not yet tested)
- Menu: https://www.sevenreasonsgroup.com/imperfecto/menus#dinner (html_page; from the scan)
- Hours: Mo-Th 17:30-21:30; Fr 17:00-22:00; Sa 11:00-14:30,17:00-22:00; Su 11:00-14:30,17:00-21:00 (closed now) (from OpenStreetMap)
- Phone: +1-202-964-1012
- Stable links that count: https://directindex.org/go/sevenreasonsgroup.com/book, https://directindex.org/go/sevenreasonsgroup.com/order, https://directindex.org/go/sevenreasonsgroup.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 (Toast): yes

Found one hop past the home page: menu page /imperfecto/menus: 76 menu items in JSON-LD.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 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/sevenreasonsgroup.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/sevenreasonsgroup.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=sevenreasonsgroup.com&force=1