# Cocoa + Co.: Agent-Direct Score C (55.4%)

Site: https://cocoaandco.com/
Report: https://directindex.org/r/cocoaandco.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.)
Cocoa + Co. is partly visible to agents.
An AI assistant can open the website of Cocoa + Co.. It can read what Cocoa + Co. offers. To book or order, it is sent to Uber Eats, a marketplace.

## Direct links
- Menu: https://cocoaandco.com/chicago-old-town-cocoa-co-food-menu
- Phone: +1-312-624-8540

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering only through ubereats.** (+12 points) 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/online-ordering-without-delivery-apps
- **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": "CafeOrCoffeeShop",
  "name": "Cocoa + Co.",
  "url": "https://cocoaandco.com/",
  "telephone": "+1-312-624-8540",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "North Wells Street 1651",
    "postalCode": "60614",
    "addressLocality": "Chicago"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.9126714,
    "longitude": -87.6345196
  },
  "hasMenu": "https://cocoaandco.com/chicago-old-town-cocoa-co-food-menu"
}
</script>
```

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

```
# Cocoa + Co.

> cafe or coffee shop in North Wells Street 1651 60614 Chicago, Chicago cafes and bars. Phone +1-312-624-8540.

## Book or order directly

- Menu: https://cocoaandco.com/chicago-old-town-cocoa-co-food-menu

## About

- Website: https://cocoaandco.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.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Uber Eats works with agents through its partners.** Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
342 of 714 in Chicago cafes and bars. Top 48% 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% | no |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes |
| Structured data with address, phone and hours | 36% | no |
| Have an llms.txt | 21% | no |

Nearest places in the index: Corcoran's Grill & Pub (B, 119 m, https://directindex.org/r/corcoransoldtown.com); Utopian Tailgate (B, 149 m, https://directindex.org/r/utopiantailgate.com); UP Comedy Club (D, 175 m, https://directindex.org/r/secondcity.com); Old Town Ale House (F, 205 m, https://directindex.org/r/theoldtownalehouse.com); North and Clark Café (C, 264 m, https://directindex.org/r/chicagohistory.org); The J. Parker (A, 297 m, https://directindex.org/r/jparkerchicago.com); LG’s Bar (B, 314 m, https://directindex.org/r/ladygregorys.com); Marge’s Still (C, 424 m, https://directindex.org/r/margeschicago.com); Park West (B, 693 m, https://directindex.org/r/jamusa.com); River Shannon (D, 753 m, https://directindex.org/r/therivershannon.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 using Uber Eats 63% (34% A or B, 661 sites); This site 55.4%.

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

## Businesses like Cocoa + Co. in Chicago cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Chicago cafes and bars | 714 | 48% | 28% | 55.4% |
| Sites using Uber Eats in Chicago cafes and bars | 2 | 61% | 0% | 55.4% |

The best of the businesses of the same kind in Chicago cafes and bars: Beatnik (A 100%, https://directindex.org/r/beatnikchicago.com); Ipsento 606 (A 100%, https://directindex.org/r/ipsento.com); Kumiko (A 97.5%, https://directindex.org/r/barkumiko.com); Central Park Bar (A 95.4%, https://directindex.org/r/centralparkbarchicago.com); ERIS Brewery and Cider House (A 95%, https://directindex.org/r/erischicago.com).

With the two fixes above (No structured data for the business; Ordering only through ubereats) the score would be about 95.4%: 4th of 714 in Chicago cafes and bars, up from 342nd.

## The direct record
What agents get for Cocoa + Co., as JSON: https://directindex.org/api/direct/cocoaandco.com
- Book: none on record
- Order: none on record
- Menu: https://cocoaandco.com/chicago-old-town-cocoa-co-food-menu (html_page; from the scan)
- Hours: none on record
- Phone: +1-312-624-8540
- Stable links that count: https://directindex.org/go/cocoaandco.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured
- Vendor terms for agents, Uber Eats: Through partners. Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 3 | 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/cocoaandco.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: no

Keep watching this business (https://directindex.org/r/cocoaandco.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/cocoaandco.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=cocoaandco.com&force=1