# Bobby's Coffee & Bagels: Agent-Direct Score F (30.8%)

Site: https://www.bobbyscoffee.com.au/
Report: https://directindex.org/r/bobbyscoffee.com.au
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.)
Bobby's Coffee & Bagels is largely invisible to agents.
AI assistants cannot open the website of Bobby's Coffee & Bagels, so they rely on what other sites say about it.

## Direct links
- Menu: https://www.bobbyscoffee.com.au/

## What to fix first
- **The site turns every visitor without a browser away, AI agents included.** (+23 points) A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Ordering only through ubereats.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Structured data is incomplete.** (+5 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Almost no text without JavaScript.** (no points, still worth doing) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript

## 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": "CafeOrCoffeeShop",
  "name": "Bobby's Coffee & Bagels",
  "url": "https://www.bobbyscoffee.com.au/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Lonsdale Street 53-57"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -37.8101064,
    "longitude": 144.9707076
  },
  "servesCuisine": [
    "coffee shop",
    "bagel"
  ],
  "hasMenu": "https://www.bobbyscoffee.com.au/"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **Structured data present (LocalBusiness).** address
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Uber Eats works with agents through its partners.** Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
748 of 911 in Melbourne cafes and bars. Top 82% 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% | no |
| Publish the menu or price list as HTML | 95% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 97% | no |
| Structured data with address, phone and hours | 33% | no |
| Have an llms.txt | 17% | no |

Nearest places with a similar menu: The League of Honest Coffee (F, 221 m, https://directindex.org/r/leagueofhonestcoffee.com.au); Routina (D, 364 m, https://directindex.org/r/routina.com.au); St Peter's Place Coffee Caravan (D, 409 m, https://directindex.org/r/stpetersplace.com.au); Union Kiosk (C, 728 m, https://directindex.org/r/unionkiosk.com.au); Cartel Coffee Roasters Melbourne (B, 839 m, https://directindex.org/r/coffeecartel.com.au); Starbucks (C, 840 m, https://directindex.org/r/starbucks.com); Dukes Coffee Roasters (F, 844 m, https://directindex.org/r/dukescoffee.com.au); Maker (F, 915 m, https://directindex.org/r/makercoffee.com.au); Cafe Azu (D, 921 m, https://directindex.org/r/cafeazu.com.au); Segafredo (F, 992 m, https://directindex.org/r/segafredo.it).

## 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 Wix 49% (23% A or B, 7935 sites); Sites using Uber Eats 62% (32% A or B, 985 sites); This site 30.8%.

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

## Businesses like Bobby's Coffee & Bagels in Melbourne cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Melbourne cafes and bars | 911 | 56% | 34% | 30.8% |
| Sites built with Wix in Melbourne cafes and bars | 81 | 43% | 15% | 30.8% |
| Sites using Uber Eats in Melbourne cafes and bars | 15 | 64% | 47% | 30.8% |
| Sites built with Wix and using Uber Eats in Melbourne cafes and bars | 1 | 31% | 0% | 30.8% |

The best of the sites using Uber Eats in Melbourne cafes and bars: Mocha Jo's (A 86.2%, https://directindex.org/r/mochajos.com.au); Cafe Lugano (B 81.5%, https://directindex.org/r/cafelugano.com.au); Grounded Grocer & Cafe (B 81.5%, https://directindex.org/r/groundedgrocercafe.com.au); Willis & Anderson (B 78.5%, https://directindex.org/r/willisanderson.com.au); Miss An'am (B 76.9%, https://directindex.org/r/missanam.com.au).

With the three fixes above (The site turns every visitor without a browser away, AI agents included; Ordering only through ubereats; Structured data is incomplete) the score would be about 92.3%: 39th of 911 in Melbourne cafes and bars, up from 748th.

## The direct record
What agents get for Bobby's Coffee & Bagels, as JSON: https://directindex.org/api/direct/bobbyscoffee.com.au
- Book: none on record
- Order: none on record
- Menu: https://www.bobbyscoffee.com.au/ (html_page; from the scan)
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/bobbyscoffee.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
- Vendor terms for agents, Uber Eats: Through partners. Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 17 | 25 |
| Actionable | 3 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/bobbyscoffee.com.au/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/bobbyscoffee.com.au/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=bobbyscoffee.com.au&force=1