# Oishi-Billi: Agent-Direct Score B (73.8%)

Site: https://oishibilli.com.au
Report: https://directindex.org/r/oishibilli.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.)
Oishi-Billi is mostly ready for agents.
An AI assistant can open the website of Oishi-Billi. It can read what Oishi-Billi offers. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://oishibilli.com/contact (on the business's own site)
- Menu: https://oishibilli.com/menus/
- Phone: +61 2 8084 4211

## 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). It is the one block every assistant reads first; the fix kit below has it filled in. 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": "Oishi-Billi",
  "url": "https://oishibilli.com.au",
  "telephone": "+61 2 8084 4211",
  "email": "moishibillisales@gmail.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Alfred Street South 102"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -33.8447926,
    "longitude": 151.2108805
  },
  "openingHours": "Tu-Su 11:30-20:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "11:30",
      "closes": "20:00"
    }
  ],
  "servesCuisine": [
    "japanese"
  ],
  "hasMenu": "https://oishibilli.com/menus/",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://oishibilli.com/contact",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Oishi-Billi

> restaurant (japanese) in Alfred Street South 102, Sydney. Phone +61 2 8084 4211.

## Book or order directly

- Order: https://oishibilli.com/contact (on the business's own site)
- Menu: https://oishibilli.com/menus/

## Opening hours

Tu-Su 11:30-20:00

## About

- Website: https://oishibilli.com.au
- 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.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
241 of 736 in Sydney. Top 33% 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% | yes |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 92% | yes |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 20% | no |

Nearest places with a similar menu: Taruhachi Bento (B, 678 m, https://directindex.org/r/nearby-res.com); Missing Spoon (F, 768 m, https://directindex.org/r/missingspoon.com.au); Miji (A, 832 m, https://directindex.org/r/miji.com.au); Koji Gyoza Grill (D, 844 m, https://directindex.org/r/kojifoods.com); Mensho Tokyo (D, 902 m, https://directindex.org/r/mensho.com.au); Tobikiri (F, 1784 m, https://directindex.org/r/tobikiri.com.au); KODA Sydney (C, 2292 m, https://directindex.org/r/kodasydney.com); Tsuzumi Omakase (C, 2373 m, https://directindex.org/r/tsuzumi.com.au); Kokumai (B, 2379 m, https://directindex.org/r/kokumai.com.au); Eat Sushi (F, 2400 m, https://directindex.org/r/eatshop.com.au).

## 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 built with WordPress 59% (32% A or B, 54721 sites); This site 73.8%.

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

## Businesses like Oishi-Billi in Sydney

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Sydney | 736 | 60% | 43% | 73.8% |
| Sites built with WordPress in Sydney | 257 | 69% | 50% | 73.8% |

The best of the sites built with WordPress in Sydney: 170 Grammi (A 100%, https://directindex.org/r/170grammi.com.au); El Jannah (Randwick) chicken shop (A 100%, https://directindex.org/r/eljannah.com.au); Lavendra (A 100%, https://directindex.org/r/lavendra.com.au); Malabar South Indian Cuisine (A 100%, https://directindex.org/r/malabarcuisine.com.au); My Bella Asian (A 100%, https://directindex.org/r/mybellaasian.com.au).

With the fix above (No structured data for the business) the score would be about 95.4%: 20th of 736 in Sydney, up from 241st.

## The direct record
What agents get for Oishi-Billi, as JSON: https://directindex.org/api/direct/oishibilli.com
- Book: none on record
- Order: https://oishibilli.com/contact (own site; found by the scan of 2026-10-17, not yet tested)
- Menu: https://oishibilli.com/menus/ (html_page; from the scan)
- Hours: Tu-Su 11:30-20:00 (closed now) (from OpenStreetMap)
- Phone: +61 2 8084 4211
- Stable links that count: https://directindex.org/go/oishibilli.com/order, https://directindex.org/go/oishibilli.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 | 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/oishibilli.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/oishibilli.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/oishibilli.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=oishibilli.com&force=1