# Big Boy: Agent-Direct Score A (93.8%)

Site: https://www.bigboy.com
Report: https://directindex.org/r/bigboy.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.)
Big Boy is ready for agents.
An AI assistant can open the website of Big Boy. It can read what Big Boy offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.bigboy.com/menu/veal-parmesan (on the business's own site)
- Order directly: https://www.bigboy.com/locations?order=1 (on the business's own site)
- Menu: https://www.bigboy.com/menu
- Phone: 5629282627

## What to fix first
- **Structured data is incomplete.** (+4 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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": "Restaurant",
  "name": "Big Boy",
  "url": "https://www.bigboy.com",
  "telephone": "5629282627",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.7146232,
    "longitude": 135.54629
  },
  "servesCuisine": [
    "burger"
  ],
  "acceptsReservations": "https://www.bigboy.com/menu/veal-parmesan",
  "hasMenu": "https://www.bigboy.com/menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.bigboy.com/menu/veal-parmesan",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.bigboy.com/locations?order=1",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Big Boy

> restaurant (burger) in Osaka. Phone 5629282627.

## Book or order directly

- Book: https://www.bigboy.com/menu/veal-parmesan (on the business's own site)
- Order: https://www.bigboy.com/locations?order=1 (on the business's own site)
- Menu: https://www.bigboy.com/menu

## About

- Website: https://www.bigboy.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 (Organization).** address
- **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 on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
2 of 226 in Osaka. Top 1% 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 | 83% | yes |
| Publish the menu or price list as HTML | 87% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 35% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: 発酵薬膳&カフェ Kawasemi (D, 1491 m, https://directindex.org/r/sou-sou.com); フランス料理 まるしげ (C, 1509 m, https://directindex.org/r/french-marushige.com); 立ち呑み処 魚庭本店 (F, 1600 m, https://directindex.org/r/dehara.jp); ゑびすや (D, 1634 m, https://directindex.org/r/foods-planner.co.jp); ありがとう たこ焼き (D, 1705 m, https://directindex.org/r/joto-shotengai.com); イタリア酒場 ORA（オーラ） (C, 1947 m, https://directindex.org/r/kyobashi-ora.com); 夢をかなえるゾウ (D, 2037 m, https://directindex.org/r/mookata.net); かみむら牧場 守口南寺方店 (F, 2305 m, https://directindex.org/r/srsholdings.com); CHRONO (F, 2438 m, https://directindex.org/r/antica-trattoria-chrono.com); 玄米カフェ実身美 (D, 2515 m, https://directindex.org/r/sangmi.jp).

## 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/bigboy.com/agent-view

## Businesses like Big Boy in Osaka

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Osaka | 226 | 45% | 15% | 93.8% |

The best of the businesses of the same kind in Osaka: パセミヤ (A 100%, https://directindex.org/r/pasania.osaka); Hard Rock Cafe (A 92%, https://directindex.org/r/hardrock.com); ココス今川店 (A 89.2%, https://directindex.org/r/cocos-jpn.co.jp); Eggs ’n Things (A 87.7%, https://directindex.org/r/eggsnthingsjapan.com); 靭本町がく (A 87.7%, https://directindex.org/r/utsubo-gaku.com).

With the fix above (Structured data is incomplete) the score would be about 100%: first of 226 in Osaka.

This site appears in 3 cities (3 places on bigboy.com). https://directindex.org/brand/bigboy.com

## The direct record
What agents get for Big Boy, as JSON: https://directindex.org/api/direct/bigboy.com
- Book: https://www.bigboy.com/menu/veal-parmesan (own site; found by the scan of 2026-10-17, not yet tested)
- Order: https://www.bigboy.com/locations?order=1 (own site; found by the scan of 2026-10-17, not yet tested)
- Menu: https://www.bigboy.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: 5629282627
- Stable links that count: https://directindex.org/go/bigboy.com/book, https://directindex.org/go/bigboy.com/order, https://directindex.org/go/bigboy.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

Found one hop past the home page: menu page /menu: menu schema, booking link (own domain); booking page /locations: ordering via doordash_storefront, ordering via doordash, phone.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 21 | 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/bigboy.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/bigboy.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/bigboy.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=bigboy.com&force=1