# Willow Cafe and Bistro: Agent-Direct Score A (86.2%)

Site: https://willowcafeandbistro.com/
Report: https://directindex.org/r/willowcafeandbistro.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Willow Cafe and Bistro is ready for agents.

## Direct links
- Order directly: https://willowcafeandbistro.com/cake-order-form/ (on the business's own site)
- Menu: https://willowcafeandbistro.com/our-menu/
- Phone: +1-773-754-0341

## What to fix first
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Booking only through opentable.** (no points, still worth doing) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Willow Cafe and Bistro",
  "url": "https://willowcafeandbistro.com/",
  "telephone": "+1-773-754-0341",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "North Lincoln Avenue 4729",
    "postalCode": "60625",
    "addressLocality": "Chicago"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.9674616,
    "longitude": -87.687611
  },
  "openingHours": "Mo-Su 07:30-20:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "07:30",
      "closes": "20:00"
    }
  ],
  "servesCuisine": [
    "american",
    "coffee shop",
    "dessert"
  ],
  "hasMenu": "https://willowcafeandbistro.com/our-menu/",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://willowcafeandbistro.com/cake-order-form/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Willow Cafe and Bistro

> restaurant (american, coffee shop, dessert) in North Lincoln Avenue 4729 60625 Chicago, Chicago. Phone +1-773-754-0341.

## Book or order directly

- Order: https://willowcafeandbistro.com/cake-order-form/ (on the business's own site)
- Menu: https://willowcafeandbistro.com/our-menu/

## Opening hours

Mo-Su 07:30-20:00

## About

- Website: https://willowcafeandbistro.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.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Organization).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
230 of 1721 in Chicago. Top 13% of the sites scanned in this index.

| What the top tenth 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 | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 51% | no |
| Have an llms.txt | 18% | no |

Nearest places with a similar menu: The Warbler (A, 401 m, https://directindex.org/r/thewarblerchicago.com); Falcon's Handcrafted Sandwiches (B, 739 m, https://directindex.org/r/falconshandcraftedsandwiches.com); A Taste Of Heaven (F, 2128 m, https://directindex.org/r/atohchicago.com); Wherewithall (B, 2984 m, https://directindex.org/r/anelyarestaurant.com); Crosby’s Kitchen (B, 3175 m, https://directindex.org/r/crosbyschicago.com); Mordecai (A, 3315 m, https://directindex.org/r/mordecaichicago.com); Tied House (B, 3686 m, https://directindex.org/r/schubastiedhouse.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites built with WordPress 57% (26% A or B, 35830 sites); Sites using OpenTable 67% (42% A or B, 1409 sites); This site 86.2%.

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

Read by AI agents 1 times this month.

## Businesses like Willow Cafe and Bistro in Chicago

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Chicago | 1721 | 45% | 35% | 86.2% |
| Built with WordPress in Chicago | 324 | 70% | 51% | 86.2% |
| Using OpenTable in Chicago | 121 | 71% | 45% | 86.2% |
| Built with WordPress and using OpenTable in Chicago | 46 | 69% | 37% | 86.2% |

The best of Built with WordPress and using OpenTable in Chicago: Roka Akor (A 92.3%, https://directindex.org/r/rokaakor.com); Luccas (A 86.2%, https://directindex.org/r/luccaspizzeria.com); Steak 48 (A 86.2%, https://directindex.org/r/steak48.com); A Tavola (B 83.1%, https://directindex.org/r/atavolachi.com); Eden (B 83.1%, https://directindex.org/r/edeninchicago.com).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 38th of 1,721 in Chicago, up from 230th.

## The direct record
What agents get for Willow Cafe and Bistro, as JSON: https://directindex.org/api/direct/willowcafeandbistro.com
- Book: none on record
- Order: https://willowcafeandbistro.com/cake-order-form/ (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://willowcafeandbistro.com/our-menu/ (html_page; from the scan)
- Hours: Mo-Su 07:30-20:00 (open now) (from OpenStreetMap)
- Phone: +1-773-754-0341
- Stable links that count: https://directindex.org/go/willowcafeandbistro.com/order, https://directindex.org/go/willowcafeandbistro.com/menu

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 16 | 25 |
| Actionable | 15 | 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/willowcafeandbistro.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: 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: 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

Deep report: https://directindex.org/r/willowcafeandbistro.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=willowcafeandbistro.com&force=1