# Sears Fine Food: Agent-Direct Score B (73.8%)

Site: http://www.searsfinefood.com/
Report: https://directindex.org/r/searsfinefood.com
Scanned: 2026-10-14 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Sears Fine Food is mostly ready for agents.
An AI assistant can open Sears Fine Food's website. It can read what Sears Fine Food offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.searsfinefood.com/book-a-table (on the business's own site)
- Menu: https://www.searsfinefood.com/menu/breakfast
- Phone: +1 415-986-0700
- Address: 439 Powell Street, San Francisco, CA 94102
- Hours, from OpenStreetMap · Overture Maps: Mon–Sun 07:00–21:00
- Step-free access (OpenStreetMap)

## Nearby, also direct
Places near Sears Fine Food that take a booking or an order on their own website, with no marketplace in between.
- Mr. Charlie's TMS (120 m): https://directindex.org/r/mrcharlies.co
- Jack in the Box (210 m): https://directindex.org/r/jackinthebox.com
- Pearl's Deluxe Burgers (450 m): https://directindex.org/r/pearlsdeluxe.com
- Mixt (460 m): https://directindex.org/r/mixt.com
- Gusto (470 m): https://directindex.org/r/gustosf.com

## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering only through ubereats.** (no points, but worth doing) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **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": "Sears Fine Food",
  "url": "http://www.searsfinefood.com/",
  "telephone": "+1 415-986-0700",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "439 Powell Street",
    "postalCode": "94102",
    "addressLocality": "San Francisco",
    "addressRegion": "CA"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7887732,
    "longitude": -122.4086639
  },
  "openingHours": "Mo-Su 07:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "07:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "pancake",
    "seafood",
    "pasta",
    "fish and chips",
    "burger",
    "salad"
  ],
  "acceptsReservations": "https://www.searsfinefood.com/book-a-table",
  "hasMenu": "https://www.searsfinefood.com/menu/breakfast",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.searsfinefood.com/book-a-table",
        "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.

```
# Sears Fine Food

> restaurant (pancake, seafood, pasta, fish and chips, burger, salad) in 439 Powell Street, San Francisco, CA 94102, San Francisco. Phone +1 415-986-0700.

## Book or order directly

- Book: https://www.searsfinefood.com/book-a-table (on the business's own site)
- Menu: https://www.searsfinefood.com/menu/breakfast

## Opening hours

Mo-Su 07:00-21:00

## About

- Website: http://www.searsfinefood.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.
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
624 of 2392 in San Francisco. Top 26% 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: Mr. Charlie's TMS (B, 124 m, https://directindex.org/r/mrcharlies.co); Maritime Boat Club (C, 160 m, https://directindex.org/r/eatmaritime.com); Jack in the Box (B, 209 m, https://directindex.org/r/jackinthebox.com); Scott's Chowder House (D, 328 m, https://directindex.org/r/scottschowderhouse.com); John's Grill Live Jazz (B, 391 m, https://directindex.org/r/johnsgrill.com); heist (F, 401 m, https://directindex.org/r/heistsf.com); Pearl's Deluxe Burgers (C, 452 m, https://directindex.org/r/pearlsdeluxe.com); Mixt (B, 463 m, https://directindex.org/r/mixt.com); Gusto (B, 470 m, https://directindex.org/r/gustosf.com); The Chairman (B, 483 m, https://directindex.org/r/mobimunch.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.

Recommended when people ask: "Good breakfast near the centre tomorrow from 8. Can I book?" (Gemini, Claude)


Compared with its peers: Sites built with WordPress 55% (24% A or B, 251601 sites); Sites using Uber Eats 61% (32% A or B, 2447 sites); This site 73.8%.

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

## Named by Claude and Gemini for "Good breakfast near the centre tomorrow from 8. Can I book?" in San Francisco, November 2026
- "Good breakfast near the centre tomorrow from 8. Can I book?" (2026-11-02): Claude with a link to this site; Gemini with a link to this site. https://directindex.org/city/san-francisco/recommended/breakfast
Named by 2 of 3 assistants asked. Badge: https://directindex.org/badge/named/searsfinefood.com.svg

## Businesses like Sears Fine Food in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco | 2392 | 49% | 32% | 73.8% |
| Sites built with WordPress in San Francisco | 399 | 61% | 36% | 73.8% |
| Sites using Uber Eats in San Francisco | 11 | 71% | 55% | 73.8% |
| Sites built with WordPress and using Uber Eats in San Francisco | 2 | 71% | 50% | 73.8% |

The best of the sites using Uber Eats in San Francisco: El Toreador (A 95.4%, https://directindex.org/r/eltoreadorsf.com); Atwater Tavern (A 92.3%, https://directindex.org/r/atwatertavern.com); Question Mark Tavern (B 81.5%, https://directindex.org/r/questionmarksf.com); Hai Ky Mi Gia Chinese Cuisine (B 73.8%, https://directindex.org/r/haikynoodles.com); The Fly Trap (B 73.8%, https://directindex.org/r/flytrapsf.com).

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 42nd of 2,392 in San Francisco, up from 624th.

## The direct record
What agents get for Sears Fine Food, as JSON: https://directindex.org/api/direct/searsfinefood.com
- Book: https://www.searsfinefood.com/book-a-table (own site; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: https://www.searsfinefood.com/menu/breakfast (html_page; from the scan)
- Hours: Mo-Su 07:00-21:00 (closed now) (from OpenStreetMap)
- Phone: +1 415-986-0700
- Stable links that count: https://directindex.org/go/searsfinefood.com/book, https://directindex.org/go/searsfinefood.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): 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 | 25 | 25 |
| Readable | 8 | 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/searsfinefood.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: no

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