# Matilda Restaurant: Agent-Direct Score A (100%)

Site: http://www.matildachicago.com/
Report: https://directindex.org/r/matildachicago.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Matilda Restaurant is ready for agents.
An AI assistant can open Matilda Restaurant's website. It can read what Matilda Restaurant offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://matildachicago.com/book-table/ (on the business's own site)
- Order directly: https://www.toasttab.com/matilda-clandestino-535-n-wells-st/findcard (through toast acting for the business)
- Menu: https://matildachicago.com/cocina/
- Phone: +13127540092
- Address: 535 N Wells St, 60654, Chicago
- Its menu mentions: vegetarian dishes

## Nearby, also direct
Places near Matilda Restaurant that take a booking or an order on their own website, with no marketplace in between.
- Havana Grill (320 m): https://directindex.org/r/havanachicago.com
- VELA (380 m): https://directindex.org/r/velachicago.com
- Toro (1.2 km): https://directindex.org/r/torochicago.com
- Un Amor (2.6 km): https://directindex.org/r/unamorchicago.com
- Libertad Sur (3.9 km): https://directindex.org/r/libertad7931.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.

```
# Matilda Restaurant

> restaurant (latin american) in 535 N Wells St, 60654, Chicago, Chicago. Phone +13127540092.

## Book or order directly

- Book: https://matildachicago.com/book-table/ (on the business's own site)
- Order: https://www.toasttab.com/matilda-clandestino-535-n-wells-st/findcard (through toast acting for the business)
- Menu: https://matildachicago.com/cocina/

## About

- Website: http://www.matildachicago.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.
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours.

## Since the scan of 2026-10-23 (A then)
- Fixed: nothing
- New: nothing

## Where it stands
46 of 3640 in Chicago. Top 1% 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 | 94% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 58% | yes |
| Have an llms.txt | 29% | no |

Nearest places with a similar menu: Havana Grill (A, 324 m, https://directindex.org/r/havanachicago.com); VELA (A, 379 m, https://directindex.org/r/velachicago.com); CocoBar (D, 776 m, https://directindex.org/r/cocobarchicago.com); Toro (A, 1245 m, https://directindex.org/r/torochicago.com); Un Amor (B, 2582 m, https://directindex.org/r/unamorchicago.com); Libertad Sur (A, 3907 m, https://directindex.org/r/libertad7931.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 12 everyday questions about Chicago and named 57 places. Matilda Restaurant wasn't one of them. See who was named: https://directindex.org/city/chicago/recommended


Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); Sites using Toast 72% (57% A or B, 3305 sites); This site 100%.

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

## Businesses like Matilda Restaurant in Chicago

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Chicago | 3640 | 52% | 35% | 100% |
| Sites built with WordPress in Chicago | 703 | 64% | 39% | 100% |
| Sites using Toast in Chicago | 435 | 74% | 64% | 100% |
| Sites built with WordPress and using Toast in Chicago | 105 | 73% | 56% | 100% |

The best of the sites built with WordPress and using Toast in Chicago: Omakase Box (A 100%, https://directindex.org/r/omaboxchi.com); Yaya Mas Greek Kuzina (A 100%, https://directindex.org/r/yayamas.com); Elly’s Pancake House (A 95.4%, https://directindex.org/r/ellysrestaurants.com); Gale Street Inn (A 95.4%, https://directindex.org/r/galestreetinn.com); Wake n Bacon (A 95.4%, https://directindex.org/r/eatwakenbacon.com).

## The direct record
What agents get for Matilda Restaurant, as JSON: https://directindex.org/api/direct/matildachicago.com
- Book: https://matildachicago.com/book-table/ (own site; found by the scan of 2026-10-23, not yet tested)
- Order: https://www.toasttab.com/matilda-clandestino-535-n-wells-st/findcard (vendor on own site: Toast; found by the scan of 2026-10-23, not yet tested)
- Menu: https://matildachicago.com/cocina/ (html_page; from the scan)
- Hours: none on record
- Phone: +13127540092
- Stable links that count: https://directindex.org/go/matildachicago.com/book, https://directindex.org/go/matildachicago.com/order, https://directindex.org/go/matildachicago.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

Found one hop past the home page: booking page /book-table/: booking via opentable.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 15 | 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/matildachicago.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/matildachicago.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/matildachicago.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=matildachicago.com&force=1