# Loba Pastry + Coffee: Agent-Direct Score C (69.2%)

Site: http://www.lobapastry.com
Report: https://directindex.org/r/lobapastry.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.)
Loba Pastry + Coffee is partly visible to agents.

## Direct links
- Menu: http://www.lobapastry.com/menu
- Phone: +1-773-456-9266

## What to fix first
- **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No working HTTPS.** (+3 points) The page is only served over plain http. Agents and browsers downrank or refuse it.
- **Structured data is incomplete.** (+1 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant
- **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": "Loba Pastry + Coffee",
  "url": "http://www.lobapastry.com",
  "telephone": "+1-773-456-9266",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "West Addison Street 1800",
    "postalCode": "60613",
    "addressLocality": "Chicago"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.9470565,
    "longitude": -87.6741252
  },
  "openingHours": "Mo-Tu,Th-Fr 08:00-14:00; Sa-Su 09:00-16:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Thursday",
        "Friday"
      ],
      "opens": "08:00",
      "closes": "14:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "09:00",
      "closes": "16:00"
    }
  ],
  "hasMenu": "http://www.lobapastry.com/menu"
}
</script>
```

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

```
# Loba Pastry + Coffee

> cafe or coffee shop in West Addison Street 1800 60613 Chicago, Chicago cafes and bars. Phone +1-773-456-9266.

## Book or order directly

- Menu: http://www.lobapastry.com/menu

## Opening hours

Mo-Tu,Th-Fr 08:00-14:00; Sa-Su 09:00-16:00

## About

- Website: http://www.lobapastry.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 (LocalBusiness).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Since the scan of 2026-10-14 (C then)
- Fixed: nothing
- New: nothing

## Where it stands
233 of 806 in Chicago cafes and bars. Top 29% 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) | 98% | yes |
| Structured data with address, phone and hours | 34% | no |
| Have an llms.txt | 21% | no |

Nearest places in the index: Cork Lounge (F, 68 m, https://directindex.org/r/corklounge.com); Kite String Cantina (D, 155 m, https://directindex.org/r/kitestringcantina.com); Rare Tea Cellar (B, 236 m, https://directindex.org/r/rareteacellar.com); Four Moon Tavern (F, 460 m, https://directindex.org/r/fourmoontavern.com); Avenue Tap and Kitchen (C, 462 m, https://directindex.org/r/avenuetapchicago.com); Bitter Pops (B, 515 m, https://directindex.org/r/bitterpops.com); The Reveler (C, 524 m, https://directindex.org/r/revelerchicago.com); The Bakehouse (A, 592 m, https://directindex.org/r/thebakehousechicago.com); The Green Lady (F, 598 m, https://directindex.org/r/thegreenlady-chicago.com); Village Tap (B, 701 m, https://directindex.org/r/villagetap.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.

Score over 2 scans since 2026-10-14: 2026-10-14 69%, 2026-10-14 69%.

Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); This site 69.2%.

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

Read by AI agents 6 times this month.

## Businesses like Loba Pastry + Coffee in Chicago cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Chicago cafes and bars | 806 | 47% | 28% | 69.2% |
| Built with Squarespace in Chicago cafes and bars | 140 | 67% | 41% | 69.2% |

The best of Built with Squarespace in Chicago cafes and bars: ERIS Brewery and Cider House (A 95%, https://directindex.org/r/erischicago.com); Loaf Lounge (A 95%, https://directindex.org/r/loafloungechicago.com); Diego (A 93.8%, https://directindex.org/r/diegochicago.com); Pilot Project Brewing (A 93.8%, https://directindex.org/r/pilotprojectbrewing.com); Randolph Tavern (A 93.8%, https://directindex.org/r/randolphtavern.com).

With the three fixes above (No booking or ordering path at all; No working HTTPS; Structured data is incomplete) the score would be about 95.4%: 5th of 806 in Chicago cafes and bars, up from 233rd.

## The direct record
What agents get for Loba Pastry + Coffee, as JSON: https://directindex.org/api/direct/lobapastry.com
- Book: none on record
- Order: none on record
- Menu: http://www.lobapastry.com/menu (html_page; from the scan)
- Hours: Mo-Tu,Th-Fr 08:00-14:00; Sa-Su 09:00-16:00 (open now) (from OpenStreetMap)
- Phone: +1-773-456-9266
- Stable links that count: https://directindex.org/go/lobapastry.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

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 22 | 25 |
| Readable | 21 | 25 |
| Actionable | 2 | 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/lobapastry.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/lobapastry.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=lobapastry.com&force=1