# Lumi Cafe • Coffee • Soufflé pancake • Breakfast • Lunch: Agent-Direct Score B (70.3%)

Site: https://lumicafe.co.nz/
Report: https://directindex.org/r/lumicafe.co.nz
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Lumi Cafe • Coffee • Soufflé pancake • Breakfast • Lunch is mostly ready for agents.
Some AI assistants are turned away by Lumi Cafe • Coffee • Soufflé pancake • Breakfast • Lunch's website. It can read what Lumi Cafe • Coffee • Soufflé pancake • Breakfast • Lunch offers. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://lumicafe.co.nz/menu/
- Phone: +64276991688
- Address: 8 Darby St, 1010, Auckland
- Its menu mentions: vegetarian dishes, allergens

## Nearby, also direct
Places near Lumi Cafe • Coffee • Soufflé pancake • Breakfast • Lunch that take a booking or an order on their own website, with no marketplace in between.
- Point Wines (60 m): https://directindex.org/r/pointwines.co.nz
- Paname Social (130 m): https://directindex.org/r/panamesocial.co.nz
- Tsujiri (140 m): https://directindex.org/r/tsujiri.co.nz

## 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
- **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (http_429) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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": "CafeOrCoffeeShop",
  "name": "Lumi Cafe • Coffee • Soufflé pancake • Breakfast • Lunch",
  "url": "https://lumicafe.co.nz/",
  "telephone": "+64276991688",
  "address": "8 Darby St, 1010, Auckland",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -36.849671,
    "longitude": 174.76431928
  },
  "hasMenu": "https://lumicafe.co.nz/menu/"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Structured data found (CafeOrCoffeeShop).** address, phone
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
Not ranked yet in Auckland cafes and bars.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | no |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | no |
| Structured data with address, phone and hours | 22% | no |
| Have an llms.txt | 36% | yes |

Nearest places in the index: Point Wines (F, 64 m, https://directindex.org/r/pointwines.co.nz); Wedge Juice Bar (C, 92 m, https://directindex.org/r/wedgejuicebar.co.nz); Father Ted's (D, 104 m, https://directindex.org/r/fatherteds.co.nz); Remedy Coffee (F, 106 m, https://directindex.org/r/coffeesecrets.co.nz); Paname Social (B, 132 m, https://directindex.org/r/panamesocial.co.nz); Tsujiri (F, 141 m, https://directindex.org/r/tsujiri.co.nz); Gloria Jean's Coffees Lorne Street (C, 162 m, https://directindex.org/r/gloriajeanscoffees.nz); 鹿角巷 The Alley NZ (F, 189 m, https://directindex.org/r/the-alley.nz); CoCo Fresh Tea & Juice (F, 190 m, https://directindex.org/r/coco-tea.com); The Fiddler (C, 206 m, https://directindex.org/r/fiddleririshlivemusicbarauckland.co.nz).

## 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 WordPress 55% (25% A or B, 236086 sites); This site 70.3%.

See what an AI agent reads on this site: https://directindex.org/r/lumicafe.co.nz/agent-view

## Businesses like Lumi Cafe • Coffee • Soufflé pancake • Breakfast • Lunch in Auckland cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with WordPress in Auckland cafes and bars | 147 | 61% | 37% | 70.3% |

The best of the sites built with WordPress in Auckland cafes and bars: Aroma Bakery and Cafe (A 100%, https://directindex.org/r/aromaalbany.co.nz); Fuel Cafe (A 95.4%, https://directindex.org/r/arenaentertainment.co.nz); The Delicious Cafe and Catering (A 95.4%, https://directindex.org/r/thedeliciouscafe.co.nz); The Arbory Coatesville - cafe restaurant bar (A 90.8%, https://directindex.org/r/thearborycoatesville.co.nz); Browns Bay Brewing Company (A 89.2%, https://directindex.org/r/brownsbaybrewing.co.nz).

## The direct record
What agents get for Lumi Cafe • Coffee • Soufflé pancake • Breakfast • Lunch, as JSON: https://directindex.org/api/direct/lumicafe.co.nz
- Book: none on record
- Order: none on record
- Menu: https://lumicafe.co.nz/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: +64276991688
- Stable links that count: https://directindex.org/go/lumicafe.co.nz/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 /menu/: menu schema.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 21.7 | 25 |
| Readable | 22 | 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/lumicafe.co.nz
- 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/lumicafe.co.nz/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/lumicafe.co.nz/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=lumicafe.co.nz&force=1