# Club Lago: Agent-Direct Score A (95.4%)

Site: https://clublago.com/
Report: https://directindex.org/r/clublago.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.)
Club Lago is ready for agents.

## Direct links
- Book directly: https://clublago.com/#reservations_open_table_v2 (on the business's own site)
- Menu: https://clublago.com/food-menu
- Phone: +1-312-951-2849

## What to fix first
- **Ordering only through grubhub.** (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/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

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

```
# Club Lago

> restaurant (italian) in West Superior Street 331 60654 Chicago, Chicago. Phone +1-312-951-2849.

## Book or order directly

- Book: https://clublago.com/#reservations_open_table_v2 (on the business's own site)
- Menu: https://clublago.com/food-menu

## Opening hours

Mo-Th 11:00-22:00; Fr-Sa 11:00-23:00

## About

- Website: https://clublago.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 (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
40 of 1721 in Chicago. Top 2% 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% | yes |
| Have an llms.txt | 18% | no |

Nearest places with a similar menu: Zarella Pizzeria & Taverna (A, 477 m, https://directindex.org/r/zarellachicago.com); Gene & Georgetti (B, 501 m, https://directindex.org/r/geneandgeorgetti.com); RPM Italian (B, 748 m, https://directindex.org/r/rpmrestaurants.com); Osteria Via Stato (C, 751 m, https://directindex.org/r/osteriaviastato.com); Alpana (A, 787 m, https://directindex.org/r/alpanachicago.com); Il Porcellino (C, 824 m, https://directindex.org/r/ilporcellinochicago.com); Ummo (A, 871 m, https://directindex.org/r/ummochicago.com); Nonnina (B, 876 m, https://directindex.org/r/nonninachicago.com); Siena Tavern (A, 910 m, https://directindex.org/r/sienatavern.com); Eataly (D, 942 m, https://directindex.org/r/eataly.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 Grubhub 66% (46% A or B, 140 sites); This site 95.4%.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 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/clublago.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

Deep report: https://directindex.org/r/clublago.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=clublago.com&force=1