# Lulu's Thai Noodle Shop: Agent-Direct Score A (93.8%)

Site: https://www.lulusnoodles.com/
Report: https://directindex.org/r/lulusnoodles.com
Scanned: 2026-11-13 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Lulu's Thai Noodle Shop is ready for agents.
An AI assistant can open Lulu's Thai Noodle Shop's website. It can read what Lulu's Thai Noodle Shop offers. It finds a way to book or order directly, through Toast.

## Direct links
- Order directly: https://order.toasttab.com/online/locations/0aa8a023-ce3f-4870-8818-eafa7713d93f/cce698f1-917d-4bc6-825b-c97f1142ecdd (through toast acting for the business)
- Menu: https://www.lulusnoodles.com/menu
- Phone: +1 816 4748424
- Address: 2030 Central Street
- Hours, from OpenStreetMap · Overture Maps: Mon–Thu 11:00–21:00; Fri–Sat 11:00–22:00; Sun 12:00–21:00
- Its menu mentions: vegetarian dishes, a lunch or set menu

## Nearby, also direct
Places near Lulu's Thai Noodle Shop that take a booking or an order on their own website, with no marketplace in between.
- Sushi Kodawari (60 m): https://directindex.org/r/sushikodawari.com
- Blvd Tavern (80 m): https://directindex.org/r/blvdtavernkc.com
- Manny's Restaurante Mexicano (170 m): https://directindex.org/r/mannyskc.com
- Grunauer (220 m): https://directindex.org/r/grunauerkc.com
- Rhythm & Booze (220 m): https://directindex.org/r/rhythmandboozebar.com

## What to fix first
- **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

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

```
# Lulu's Thai Noodle Shop

> restaurant (thai) in 2030 Central Street, Kansas City. Phone +1 816 4748424.

## Book or order directly

- Order: https://order.toasttab.com/online/locations/0aa8a023-ce3f-4870-8818-eafa7713d93f/cce698f1-917d-4bc6-825b-c97f1142ecdd (through toast acting for the business)
- Menu: https://www.lulusnoodles.com/menu

## Opening hours

Su 12:00-21:00; Mo-Th 11:00-21:00; Fr,Sa 11:00-22:00

## About

- Website: https://www.lulusnoodles.com/
- 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.
- **Structured data found (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Toast works with agents through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
35 of 684 in Kansas City. Top 5% 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% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 99% | yes |
| Structured data with address, phone and hours | 66% | yes |
| Have an llms.txt | 36% | no |

Nearest places in the index: Lazia (C, 55 m, https://directindex.org/r/crossroadshotelkc.com); Sushi Kodawari (D, 59 m, https://directindex.org/r/sushikodawari.com); Blvd Tavern (B, 79 m, https://directindex.org/r/blvdtavernkc.com); Evolve Juicery & Kitchen (C, 87 m, https://directindex.org/r/evolvechef.com); Town Topic Hamburgers (D, 116 m, https://directindex.org/r/towntopic.com); Manny's Restaurante Mexicano (D, 173 m, https://directindex.org/r/mannyskc.com); Grunauer (B, 222 m, https://directindex.org/r/grunauerkc.com); Rhythm & Booze (B, 224 m, https://directindex.org/r/rhythmandboozebar.com); Lidia's (B, 255 m, https://directindex.org/r/lidias-kc.com); In Kansas City Magazine (D, 333 m, https://directindex.org/r/joeskc.com).

## 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 Kansas City and named 89 places. Lulu's Thai Noodle Shop wasn't one of them. See who was named: https://directindex.org/city/kansas-city/recommended


Compared with its peers: Sites built with Webflow 56% (24% A or B, 11068 sites); Sites using Toast 74% (63% A or B, 8324 sites); This site 93.8%.

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

## Businesses like Lulu's Thai Noodle Shop in Kansas City

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kansas City | 684 | 62% | 45% | 93.8% |
| Sites built with Webflow in Kansas City | 16 | 72% | 63% | 93.8% |
| Sites using Toast in Kansas City | 84 | 75% | 64% | 93.8% |
| Sites built with Webflow and using Toast in Kansas City | 6 | 75% | 67% | 93.8% |

The best of the sites built with Webflow and using Toast in Kansas City: Voltaire (A 87.7%, https://directindex.org/r/voltairekc.com); Golden Ox (B 84.6%, https://directindex.org/r/goldenoxkc.com); Rye (B 81.5%, https://directindex.org/r/ryekc.com); Mother Clucker (C 64.6%, https://directindex.org/r/mothercluckerkc.com); Manny's Restaurante Mexicano (D 40%, https://directindex.org/r/mannyskc.com).

## The direct record
What agents get for Lulu's Thai Noodle Shop, as JSON: https://directindex.org/api/direct/lulusnoodles.com
- Book: none on record
- Order: https://order.toasttab.com/online/locations/0aa8a023-ce3f-4870-8818-eafa7713d93f/cce698f1-917d-4bc6-825b-c97f1142ecdd (vendor on own site: Toast; verified direct, 2026-11-13)
- Menu: https://www.lulusnoodles.com/menu (html_page; from the scan)
- Hours: Su 12:00-21:00; Mo-Th 11:00-21:00; Fr,Sa 11:00-22:00 (closed now) (from OpenStreetMap)
- Phone: +1 816 4748424
- Stable links that count: https://directindex.org/go/lulusnoodles.com/order, https://directindex.org/go/lulusnoodles.com/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 (Toast): yes
- Vendor terms for agents, Toast: Through partners. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 25 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/lulusnoodles.com
- 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: 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: yes

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