# Mr Lei: Agent-Direct Score C (58.5%)

Site: http://mrlei.com.au
Report: https://directindex.org/r/mrlei.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.)
Mr Lei is partly visible to agents.
An AI assistant can open Mr Lei's website. What Mr Lei offers is on another site. It finds a way to book or order directly, through DoorDash Storefront.

## Direct links
- Order directly: https://order.online/business/mr-lei-888279 (through doordash_storefront acting for the business)
- Phone: +61283394744

## What to fix first

- **No structured data for the business.** (+14 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
- **Menu or price list is on another site.** (+5 points) The link goes to order.online, so that site gets the credit and the visits. 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": "Mr Lei",
  "url": "http://mrlei.com.au",
  "telephone": "+61283394744",
  "address": "Tempo Apartment, Office 7/8 Bourke St, 2020, Sydney",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -33.92293511,
    "longitude": 151.18710793
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.online/business/mr-lei-888279",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</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.
- **Ordering through doordash_storefront on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
2008 of 3965 in Sydney. Top 51% 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 | 96% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes |
| Structured data with address, phone and hours | 55% | no |
| Have an llms.txt | 32% | yes |

Nearest places in the index: Mr. Nam (F, 64 m, https://directindex.org/r/mrnam.com.au); Hungry Paulie Mascot (D, 105 m, https://directindex.org/r/hungrypaulie.com.au); La Bufala (B, 151 m, https://directindex.org/r/labufala.com.au); Nikaido Mascot (B, 251 m, https://directindex.org/r/nikaido-mascot.com.au); JJ Asian Market (F, 262 m, https://directindex.org/r/cim.au); Crazy Tony's Pizza (B, 319 m, https://directindex.org/r/angrytonys.com.au); The Balkan Butler *Балкан Батлер (B, 402 m, https://directindex.org/r/balkanbutler.com); Eat Drink Collective (F, 475 m, https://directindex.org/r/eatdrinkcollective.com); Amelia's Restaurant (F, 480 m, https://directindex.org/r/hisa.com.au); Stacked Mascot (A, 492 m, https://directindex.org/r/stackedcatering.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 22 everyday questions about Sydney and named 110 places. Mr Lei wasn't one of them. See who was named: https://directindex.org/city/sydney/recommended


Compared with its peers: Sites built with Duda 40% (10% A or B, 760 sites); Sites using DoorDash Storefront 69% (53% A or B, 955 sites); This site 58.5%.

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

## Businesses like Mr Lei in Sydney

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Sydney | 3965 | 55% | 34% | 58.5% |
| Sites built with Duda in Sydney | 24 | 67% | 50% | 58.5% |
| Sites using DoorDash Storefront in Sydney | 15 | 73% | 67% | 58.5% |
| Sites built with Duda and using DoorDash Storefront in Sydney | 1 | 59% | 0% | 58.5% |

The best of the sites using DoorDash Storefront in Sydney: Two Hands Kitchen (A 90.8%, https://directindex.org/r/twohands.au); Henrietta (A 87.7%, https://directindex.org/r/henriettachicken.com); Anais Restaurant (A 86.2%, https://directindex.org/r/anaisrestaurant.com.au); New Settimo (A 86.2%, https://directindex.org/r/newsettimonewtown.com.au); Moo Gourmet Burgers (A 85.1%, https://directindex.org/r/moogourmetburgers.com.au).

With the two fixes above (No structured data for the business; Menu or price list is on another site), the score would be about 87.7%. That would be 393rd of 3,965 in Sydney, up from 2008th.

## The direct record
What agents get for Mr Lei, as JSON: https://directindex.org/api/direct/mrlei.com.au
- Book: none on record
- Order: https://order.online/business/mr-lei-888279 (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-18, not yet tested)
- Menu: https://order.online/business/mr-lei-888279 (external; from the scan)
- Hours: none on record
- Phone: +61283394744
- Stable links that count: https://directindex.org/go/mrlei.com.au/order, https://directindex.org/go/mrlei.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, DoorDash Storefront: 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 | 3 | 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/mrlei.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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: no

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