# Little Narai Of Epping: Agent-Direct Score C (58.5%)

Site: http://www.littlenaraiofepping.com.au/
Report: https://directindex.org/r/littlenaraiofepping.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.)
Little Narai Of Epping is partly visible to agents.
An AI assistant can open Little Narai Of Epping's website. What Little Narai Of Epping offers is on another site. It finds a way to book or order directly, through GloriaFood.

## Direct links
- Order directly: https://www.foodbooking.com/ordering/restaurant/menu/reservation?restaurant_uid=b2528e0a-77eb-48f1-94f3-bdc693aa2916 (through gloriafood acting for the business)
- Phone: +61394089880

## 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 foodbooking.com, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai
- **GloriaFood's terms ban bots and automated use, but a direct form on your own site has no such limit.** (+5 points) GloriaFood's terms of use (6 February 2024, Oracle) say you agree not to use any robot, spider, scraper or other automated means without written permission; GloriaFood reaches end of life on 30 April 2027. Terms read on 2026-10-15: https://www.gloriafood.com/terms-of-use. An agent that books or orders there goes against the vendor's terms unless the vendor allows it. A form or booking page on your own domain has no such limit. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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": "Little Narai Of Epping",
  "url": "http://www.littlenaraiofepping.com.au/",
  "telephone": "+61394089880",
  "address": "61 Rufus St, 3076, Melbourne",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -37.6487833,
    "longitude": 145.02623047
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.foodbooking.com/ordering/restaurant/menu/reservation?restaurant_uid=b2528e0a-77eb-48f1-94f3-bdc693aa2916",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Little Narai Of Epping

> local business (thai) in 61 Rufus St, 3076, Melbourne, Melbourne. Phone +61394089880.

## Book or order directly

- Order: https://www.foodbooking.com/ordering/restaurant/menu/reservation?restaurant_uid=b2528e0a-77eb-48f1-94f3-bdc693aa2916 (through gloriafood acting for the business)
- Menu: https://www.foodbooking.com/ordering/restaurant/menu/reservation?restaurant_uid=b2528e0a-77eb-48f1-94f3-bdc693aa2916

## About

- Website: http://www.littlenaraiofepping.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.** There's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Ordering through gloriafood on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
2290 of 4399 in Melbourne. Top 52% 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% | no |
| 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: Chow Garden (D, 93 m, https://directindex.org/r/hugedomains.com); The Greek Grill on High (F, 169 m, https://directindex.org/r/thegreekgrillonhigh.com.au); Taste of India (D, 188 m, https://directindex.org/r/tasteofindiaepping.com.au); Veg By Nature (D, 323 m, https://directindex.org/r/vegbynature.com.au); Dial a Mr Pizza (C, 512 m, https://directindex.org/r/mrpizzaepping.com.au); Parantha King & Mehkhana The Indian Lounge (F, 597 m, https://directindex.org/r/pkmehkhana.com.au); Saluti (C, 721 m, https://directindex.org/r/salutipizzeria.com.au); Little Indo Town (F, 744 m, https://directindex.org/r/littleindotown.com.au); La Famiglia (C, 763 m, https://directindex.org/r/lafamigliaepping.com.au); Jashn (D, 853 m, https://directindex.org/r/jashnepping.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. Little Narai Of Epping wasn't one of them. See who was named: https://directindex.org/city/melbourne/recommended


Compared with its peers: Sites using GloriaFood 67% (42% A or B, 224 sites); This site 58.5%.

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

## Businesses like Little Narai Of Epping in Melbourne

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Melbourne | 4399 | 56% | 32% | 58.5% |
| Sites using GloriaFood in Melbourne | 17 | 63% | 35% | 58.5% |

The best of the sites using GloriaFood in Melbourne: Pizzeria Donut Bar Balwyn (A 87.7%, https://directindex.org/r/pizzeriadonutbar.com.au); Arya Indian Restaurant (A 86.2%, https://directindex.org/r/arya.com.au); Avondale Thai (B 76.9%, https://directindex.org/r/avondalethai.com.au); Nahm Tao Thai Kitchen (B 76.9%, https://directindex.org/r/nahmtaothaikitchen.com.au); Operator Diner (B 76.9%, https://directindex.org/r/operatordiner.com.au).

With the three fixes above (No structured data for the business; Menu or price list is on another site; GloriaFood's terms ban bots and automated use, but a direct form on your own site has no such limit), the score would be about 95.4%. That would be 96th of 4,399 in Melbourne, up from 2290th.

## The direct record
What agents get for Little Narai Of Epping, as JSON: https://directindex.org/api/direct/littlenaraiofepping.com.au
- Book: none on record
- Order: https://www.foodbooking.com/ordering/restaurant/menu/reservation?restaurant_uid=b2528e0a-77eb-48f1-94f3-bdc693aa2916 (vendor on own site: GloriaFood; found by the scan of 2026-10-18, not yet tested)
- Menu: https://www.foodbooking.com/ordering/restaurant/menu/reservation?restaurant_uid=b2528e0a-77eb-48f1-94f3-bdc693aa2916 (external; from the scan)
- Hours: none on record
- Phone: +61394089880
- Stable links that count: https://directindex.org/go/littlenaraiofepping.com.au/order, https://directindex.org/go/littlenaraiofepping.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, GloriaFood: No. GloriaFood's terms of use (6 February 2024, Oracle) say you agree not to use any robot, spider, scraper or other automated means without written permission; GloriaFood reaches end of life on 30 April 2027. Read 2026-10-15: https://www.gloriafood.com/terms-of-use

## 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 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/littlenaraiofepping.com.au
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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: 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/littlenaraiofepping.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/littlenaraiofepping.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=littlenaraiofepping.com.au&force=1
