# Eats: Agent-Direct Score B (76.9%)

Site: http://eatsrestaurantsf.com/
Report: https://directindex.org/r/eatsrestaurantsf.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Eats is mostly ready for agents.
An AI assistant can open Eats's website. It can read what Eats offers. It finds a way to book or order directly, through ChowNow.

## Direct links
- Order directly: https://ordering.chownow.com/order/20279/locations?add_cn_ordering_class=true (through chownow acting for the business)
- Menu: https://www.eatsrestaurantsf.com/menu-3
- Address: Clement Street 50 94118
- Hours, from OpenStreetMap · Overture Maps: Mon–Fri 08:00–18:45; Sat 08:00–14:30; Sun 08:00–18:45
- Step-free access (OpenStreetMap)

## Nearby, also direct
Places near Eats that take a booking or an order on their own website, with no marketplace in between.
- Spruce (810 m): https://directindex.org/r/sprucesf.com
- Ironwoods (810 m): https://directindex.org/r/presidiogolf.com
- As Quoted (830 m): https://directindex.org/r/eatasquoted.com
- Garibaldis Restaurant (1.3 km): https://directindex.org/r/garibaldisrestaurant.com
- The Terrace (1.7 km): https://directindex.org/r/calacademy.org

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Eats",
  "url": "http://eatsrestaurantsf.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Clement Street 50",
    "postalCode": "94118"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7832711,
    "longitude": -122.4600246
  },
  "openingHours": "Mo-Fr,Su 08:00-18:45; Sa 08:00-14:30; PH closed",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Sunday"
      ],
      "opens": "08:00",
      "closes": "18:45"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "08:00",
      "closes": "14:30"
    }
  ],
  "servesCuisine": [
    "american"
  ],
  "hasMenu": "https://www.eatsrestaurantsf.com/menu-3",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://ordering.chownow.com/order/20279/locations?add_cn_ordering_class=true",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Eats

> restaurant (american) in Clement Street 50 94118, San Francisco.

## Book or order directly

- Order: https://ordering.chownow.com/order/20279/locations?add_cn_ordering_class=true (through chownow acting for the business)
- Menu: https://www.eatsrestaurantsf.com/menu-3

## Opening hours

Mo-Fr,Su 08:00-18:45; Sa 08:00-14:30; PH closed

## About

- Website: http://eatsrestaurantsf.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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (LocalBusiness).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering through chownow on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
470 of 2332 in San Francisco. Top 20% of the sites scanned in this index.

| What the top 10% 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 | 89% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 55% | no |
| Have an llms.txt | 25% | no |

Nearest places with a similar menu: Happy Chef (F, 267 m, https://directindex.org/r/happychef.com); Heritage Restaurant & Bar (B, 600 m, https://directindex.org/r/heritagerestaurantbar.com); Spruce (B, 809 m, https://directindex.org/r/sprucesf.com); Ironwoods (B, 812 m, https://directindex.org/r/presidiogolf.com); As Quoted (A, 825 m, https://directindex.org/r/eatasquoted.com); The Corner Store (F, 1077 m, https://directindex.org/r/thecornerstore-sf.com); Garibaldis Restaurant (B, 1269 m, https://directindex.org/r/garibaldisrestaurant.com); The Terrace (C, 1676 m, https://directindex.org/r/calacademy.org); Presidio Social Club (D, 1886 m, https://directindex.org/r/bestmswprograms.com); 1428 Haight (C, 1893 m, https://directindex.org/r/1428haight.com).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 22 everyday questions about San Francisco and named 113 places. Eats wasn't one of them. See who was named: https://directindex.org/city/san-francisco/recommended


Compared with its peers: Sites built with Squarespace 61% (41% A or B, 32150 sites); Sites using ChowNow 72% (54% A or B, 1059 sites); This site 76.9%.

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

## Businesses like Eats in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco | 2332 | 49% | 32% | 76.9% |
| Sites built with Squarespace in San Francisco | 347 | 71% | 57% | 76.9% |
| Sites using ChowNow in San Francisco | 24 | 70% | 46% | 76.9% |
| Sites built with Squarespace and using ChowNow in San Francisco | 9 | 74% | 56% | 76.9% |

The best of the sites built with Squarespace and using ChowNow in San Francisco: Rocketbird (A 92.3%, https://directindex.org/r/rocketbirdchx.com); Hong Kong BBQ Restaurant (B 84.6%, https://directindex.org/r/hongkongharvard.com); Street Taco (B 84.6%, https://directindex.org/r/streettacosf.com); Casa Mexicana (B 73.8%, https://directindex.org/r/casamexicanasf.com); Michael's Sourdough Sandwiches (C 69.2%, https://directindex.org/r/michaelssourdough.com).

With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 208th of 2,332 in San Francisco, up from 470th.

## The direct record
What agents get for Eats, as JSON: https://directindex.org/api/direct/eatsrestaurantsf.com
- Book: none on record
- Order: https://ordering.chownow.com/order/20279/locations?add_cn_ordering_class=true (vendor on own site: ChowNow; found by the scan of 2026-10-24, not yet tested)
- Menu: https://www.eatsrestaurantsf.com/menu-3 (html_page; from the scan)
- Hours: Mo-Fr,Su 08:00-18:45; Sa 08:00-14:30; PH closed (open now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/eatsrestaurantsf.com/order, https://directindex.org/go/eatsrestaurantsf.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
- Vendor terms for agents, ChowNow: Not stated. ChowNow's customer terms (8 September 2025) bar automated means such as spiders, robots and crawlers to download or scrape data, except search engines; they do not address an agent placing an order for a person, and no agent programme was found. Read 2026-10-15: https://get.chownow.com/terms-of-service

Found one hop past the home page: menu page /menu-3: almost no text without JavaScript.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 10 | 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/eatsrestaurantsf.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

Keep watching this business (https://directindex.org/r/eatsrestaurantsf.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/eatsrestaurantsf.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. 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=eatsrestaurantsf.com&force=1