# Café Mellow Fellow: Agent-Direct Score B (83.1%)

Site: http://www.mellowfellow.com.au/
Report: https://directindex.org/r/mellowfellow.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.)
Café Mellow Fellow is mostly ready for agents.
An AI assistant can open Café Mellow Fellow's website. It can read what Café Mellow Fellow offers. It finds a way to book or order directly, through resOS.

## Direct links
- Book directly: https://cafe-mellow-fellow.resos.com/booking (through resos acting for the business)
- Menu: https://www.mellowfellow.com.au/menu
- Phone: +61394215862

## What to fix first

- **Ordering through an unrecognised third party.** (+5 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Café Mellow Fellow",
  "url": "http://www.mellowfellow.com.au/",
  "telephone": "+61394215862",
  "address": "284 Victoria St, 3121, Melbourne",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -37.81066095,
    "longitude": 145.0010015
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://cafe-mellow-fellow.resos.com/booking",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</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
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through resos on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
423 of 3067 in Melbourne cafes and bars. Top 14% 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 | 99% | yes |
| Publish the menu or price list as HTML | 91% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 28% | no |
| Have an llms.txt | 25% | yes |

Nearest places in the index: Fina's Vegetarian Cafe (B, 72 m, https://directindex.org/r/finascafe.com.au); The National Hotel (B, 163 m, https://directindex.org/r/thenationalhotel.com.au); Eight Murray Street (F, 268 m, https://directindex.org/r/8murray.com); Warkop Richmond (F, 316 m, https://directindex.org/r/warkop.com.au); Bakers Arms Hotel (D, 357 m, https://directindex.org/r/bakersarmshotel.com.au); Club No.9 (A, 393 m, https://directindex.org/r/club9.com.au); Moon Dog Brewery (C, 399 m, https://directindex.org/r/moondog.com.au); Abbots Yard (B, 420 m, https://directindex.org/r/abbotsyard.com); Prince of Wales Hotel (B, 458 m, https://directindex.org/r/pow.com.au); Au79 Café (C, 503 m, https://directindex.org/r/au79cafe.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.


Compared with its peers: Sites built with Wix 49% (24% A or B, 10627 sites); Sites using resOS 67% (40% A or B, 73 sites); This site 83.1%.

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

## Businesses like Café Mellow Fellow in Melbourne cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Melbourne cafes and bars | 3067 | 54% | 31% | 83.1% |
| Sites built with Wix in Melbourne cafes and bars | 249 | 62% | 43% | 83.1% |
| Sites using resOS in Melbourne cafes and bars | 9 | 64% | 22% | 83.1% |
| Sites built with Wix and using resOS in Melbourne cafes and bars | 2 | 81% | 100% | 83.1% |

The best of the sites using resOS in Melbourne cafes and bars: Wines on Poath (B 78.5%, https://directindex.org/r/winesonpoath.com.au); Dumbo (C 66.2%, https://directindex.org/r/dumbomelbourne.com.au); Miyama Melbourne (C 66.2%, https://directindex.org/r/miyamamelbourne.com.au); The Angry Dog (C 64.6%, https://directindex.org/r/theangrydog.com.au); The Old Garage (C 60%, https://directindex.org/r/theoldgarage.com.au).

With the two fixes above (Ordering through an unrecognised third party; Structured data is incomplete), the score would be about 95.4%. That would be 40th of 3,067 in Melbourne cafes and bars, up from 423rd.

## The direct record
What agents get for Café Mellow Fellow, as JSON: https://directindex.org/api/direct/mellowfellow.com.au
- Book: https://cafe-mellow-fellow.resos.com/booking (vendor on own site: resOS; found by the scan of 2026-10-18, not yet tested)
- Order: none on record
- Menu: https://www.mellowfellow.com.au/menu (html_page; from the scan)
- Hours: none on record
- Phone: +61394215862
- Stable links that count: https://directindex.org/go/mellowfellow.com.au/book, https://directindex.org/go/mellowfellow.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
- Vendor terms for agents, resOS: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 19 | 25 |
| Actionable | 10 | 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/mellowfellow.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/mellowfellow.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/mellowfellow.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=mellowfellow.com.au&force=1