# Katsumo: Agent-Direct Score C (66.2%)

Site: http://www.katsumo.com.au
Report: https://directindex.org/r/katsumo.com.au
Scanned: 2026-10-18 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Katsumo is partly visible to agents.
An AI assistant can open Katsumo's website. What Katsumo offers is in a PDF or an image, and assistants read those badly. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://www.katsumo.com.au/_files/ugd/b7a49b_75e265e35f8c4189af17a0132a3944d1.pdf
- Phone: (03)95284735

## What to fix first

- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai

## 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": "LocalBusiness",
  "name": "Katsumo",
  "url": "http://www.katsumo.com.au",
  "telephone": "(03)95284735",
  "address": "1103 Glen Huntly Rd, 3163, Glen Huntly",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -37.888918,
    "longitude": 145.040227
  }
}
</script>
```

## 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).** address, phone

## Where it stands
1712 of 4399 in Melbourne. Top 39% 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% | no |
| Publish the menu or price list as HTML | 91% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes |
| Structured data with address, phone and hours | 51% | no |
| Have an llms.txt | 27% | yes |

Nearest places with a similar menu: Yuzen (B, 2181 m, https://directindex.org/r/yuzen.com.au); Uosan Japanese Restaurant (A, 3167 m, https://directindex.org/r/uosan.com.au); Ajisai Japanese Restaurant (D, 3248 m, https://directindex.org/r/ajisai.com.au); Akira Japanese Cuisine (C, 3294 m, https://directindex.org/r/akirajapanese.com.au); Hachi Kichi (D, 3677 m, https://directindex.org/r/hachikichi.com.au); Izakaya Chouchou (B, 3757 m, https://directindex.org/r/izakayachouchou.com.au).

## 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 12 everyday questions about Melbourne and named 56 places. Katsumo wasn't one of them. See who was named: https://directindex.org/city/melbourne/recommended


Compared with its peers: Sites built with Wix 49% (24% A or B, 10627 sites); This site 66.2%.

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

## Businesses like Katsumo in Melbourne

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Melbourne | 4399 | 56% | 32% | 66.2% |
| Sites built with Wix in Melbourne | 377 | 69% | 54% | 66.2% |

The best of the sites built with Wix in Melbourne: Aurelle Café & Restaurant (A 100%, https://directindex.org/r/aurelles.com.au); Chulah Indian Restaurant, Truganina (A 100%, https://directindex.org/r/chulah.com.au); Gisborne Golf Club Bar & Bistro (A 100%, https://directindex.org/r/gisbornebarandbistro.com.au); Roti Boti (A 100%, https://directindex.org/r/rotiboti.com.au); Slate Restaurant Bar (A 100%, https://directindex.org/r/slaterestaurantbar.com).

With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; Menu or price list is a PDF), the score would be about 95.4%. That would be 96th of 4,399 in Melbourne, up from 1712th.

## The direct record
What agents get for Katsumo, as JSON: https://directindex.org/api/direct/katsumo.com.au
- Book: none on record
- Order: none on record
- Menu: https://www.katsumo.com.au/_files/ugd/b7a49b_75e265e35f8c4189af17a0132a3944d1.pdf (pdf; from the scan)
- Hours: none on record
- Phone: (03)95284735
- Stable links that count: https://directindex.org/go/katsumo.com.au/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): yes
- 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 | 16 | 25 |
| Actionable | 2 | 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/katsumo.com.au
- 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: yes
- 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/katsumo.com.au/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/katsumo.com.au/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=katsumo.com.au&force=1