# Mamma Lina's Bar Cafe: Agent-Direct Score B (72.3%)

Site: http://mammalinas.com.au/
Report: https://directindex.org/r/mammalinas.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.)
Mamma Lina's Bar Cafe is mostly ready for agents.
An AI assistant can open Mamma Lina's Bar Cafe's website. It can read what Mamma Lina's Bar Cafe offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.mammalinas.com.au/reservations (on the business's own site)
- Order directly: https://www.mammalinas.com.au/order-onine (on the business's own site)
- Menu: https://www.mammalinas.com.au/breakfast-menu
- Phone: +61393741656

## What to fix first

- **No structured data for the business.** (+15 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
- **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": "LocalBusiness",
  "name": "Mamma Lina's Bar Cafe",
  "url": "http://mammalinas.com.au/",
  "telephone": "+61393741656",
  "address": "1057 Mt Alexander Rd, 3040, Melbourne",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -37.74602122,
    "longitude": 144.91088113
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.mammalinas.com.au/reservations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.mammalinas.com.au/order-onine",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Mamma Lina's Bar Cafe

> local business (australian) in 1057 Mt Alexander Rd, 3040, Melbourne, Melbourne. Phone +61393741656.

## Book or order directly

- Book: https://www.mammalinas.com.au/reservations (on the business's own site)
- Order: https://www.mammalinas.com.au/order-onine (on the business's own site)
- Menu: https://www.mammalinas.com.au/breakfast-menu

## About

- Website: http://mammalinas.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 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.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
1272 of 4399 in Melbourne. Top 29% 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 | 91% | yes |
| 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% | no |

Nearest places in the index: Scalable Fishop (B, 71 m, https://directindex.org/r/scalable.fish); Indian Curry club Essendon (A, 90 m, https://directindex.org/r/indiancurryclub.com.au); Chef Sofra (B, 128 m, https://directindex.org/r/chefsofra.com.au); Demazzi (B, 200 m, https://directindex.org/r/demazzi.com.au); Peking Yummy Duck (D, 272 m, https://directindex.org/r/pekingyummyduck.com.au); Base 131 (B, 902 m, https://directindex.org/r/base131.com.au); Tokaiya (A, 1043 m, https://directindex.org/r/tokaiya.com.au); Khao Hom Thai (B, 1044 m, https://directindex.org/r/khaohomthaiessendon.com.au); 3 Salamis (C, 1099 m, https://directindex.org/r/3salamis.au); Goofy's Pizza (A, 1119 m, https://directindex.org/r/goofyspizza.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. Mamma Lina's Bar Cafe wasn't one of them. See who was named: https://directindex.org/city/melbourne/recommended


Compared with its peers: Sites built with Squarespace 65% (49% A or B, 11547 sites); This site 72.3%.

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

## Businesses like Mamma Lina's Bar Cafe in Melbourne

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Melbourne | 4399 | 56% | 32% | 72.3% |
| Sites built with Squarespace in Melbourne | 574 | 73% | 61% | 72.3% |

The best of the sites built with Squarespace in Melbourne: Añada (A 100%, https://directindex.org/r/anada.com.au); Bincho Boss (A 100%, https://directindex.org/r/binchoboss.com.au); Chiraag Indian & Nepalese Restaurant (A 100%, https://directindex.org/r/chiraag.com.au); Cookie (A 100%, https://directindex.org/r/cookiemelbourne.com.au); Doju (A 100%, https://directindex.org/r/doju.com.au).

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 96th of 4,399 in Melbourne, up from 1272nd.

## The direct record
What agents get for Mamma Lina's Bar Cafe, as JSON: https://directindex.org/api/direct/mammalinas.com.au
- Book: https://www.mammalinas.com.au/reservations (own site; found by the scan of 2026-10-18, not yet tested)
- Order: https://www.mammalinas.com.au/order-onine (own site; found by the scan of 2026-10-18, not yet tested)
- Menu: https://www.mammalinas.com.au/breakfast-menu (html_page; from the scan)
- Hours: none on record
- Phone: +61393741656
- Stable links that count: https://directindex.org/go/mammalinas.com.au/book, https://directindex.org/go/mammalinas.com.au/order, https://directindex.org/go/mammalinas.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): 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 /breakfast-menu: ordering link (own domain).

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 7 | 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/mammalinas.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: 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/mammalinas.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/mammalinas.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=mammalinas.com.au&force=1