# Le Piano: Agent-Direct Score B (73.8%)

Site: https://www.lepianochicago.com/
Report: https://directindex.org/r/lepianochicago.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.)
Le Piano is mostly ready for agents.

## Direct links
- Menu: https://www.lepianochicago.com/menu
- Phone: +1-773-209-7631

## What to fix first
- **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+5 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "BarOrPub",
  "name": "Le Piano",
  "url": "https://www.lepianochicago.com/",
  "telephone": "+1-773-209-7631",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "North Glenwood Avenue 6970",
    "postalCode": "60626",
    "addressLocality": "Chicago"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.0087285,
    "longitude": -87.6663449
  },
  "hasMenu": "https://www.lepianochicago.com/menu"
}
</script>
```

## 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
- **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: No booking or ordering path at all
- New: Booking through an unrecognised third party

## Where it stands
179 of 806 in Chicago cafes and bars. Top 22% 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% | yes |

Nearest places in the index: Taichi Bubble Tea (D, 537 m, https://directindex.org/r/taichibubbletea.com); Royal Coffee (C, 559 m, https://directindex.org/r/royalcoffeechicago.com); Oasis (F, 566 m, https://directindex.org/r/rogersparkoasis.com); Ireland’s Pub (B, 1047 m, https://directindex.org/r/irelandsluc.com); Rivers & Roads (A, 1225 m, https://directindex.org/r/myshopify.com); Whiskey Girl Tavern (D, 1347 m, https://directindex.org/r/whiskeygirltavern.com); Gordo’s (F, 1655 m, https://directindex.org/r/kmutnb.ac.th); Granville Anvil (F, 1679 m, https://directindex.org/r/theanvilbar.com); Metropolis Coffee (B, 1756 m, https://directindex.org/r/metropoliscoffee.com); The Waterfront Cafe (A, 1772 m, https://directindex.org/r/waterfrontcafechicago.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 65%, 2026-10-14 74%.

Against its peers: Sites built with Wix 58% (35% A or B, 3255 sites); This site 73.8%.

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

## Businesses like Le Piano in Chicago cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Chicago cafes and bars | 806 | 47% | 28% | 73.8% |
| Built with Wix in Chicago cafes and bars | 28 | 68% | 50% | 73.8% |

The best of Built with Wix in Chicago cafes and bars: Central Park Bar (A 95.4%, https://directindex.org/r/centralparkbarchicago.com); Weather Mark Tavern (A 93.8%, https://directindex.org/r/weathermarktavern.com); Owl and Lark (A 87.7%, https://directindex.org/r/owlandlark.com); Vintage Bar (A 87.7%, https://directindex.org/r/vintageontaylor.com); Lizzie McNeill‘s Irish Pub (B 83.1%, https://directindex.org/r/lizziemcneills.com).

With the two fixes above (Booking through an unrecognised third party; Structured data is incomplete) the score would be about 95.4%: 5th of 806 in Chicago cafes and bars, up from 179th.

## The direct record
What agents get for Le Piano, as JSON: https://directindex.org/api/direct/lepianochicago.com
- Book: none on record
- Order: none on record
- Menu: https://www.lepianochicago.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: +1-773-209-7631
- Stable links that count: https://directindex.org/go/lepianochicago.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 | 25 | 25 |
| Readable | 17 | 25 |
| Actionable | 6 | 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/lepianochicago.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: yes
- 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/lepianochicago.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=lepianochicago.com&force=1