Club Lago
clublago.com is ready for agents.
Book directly: clublago.com/#reservations_open_table_v2 on the business's own site · Menu: clublago.com/food-menu
See what an AI agent reads on this site →
62 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.
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. How to fix it About this vendor
- No llms.txt no points, still worth doing
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in Chicago. List your agency or yourself: free, reviewed by hand.
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.
Builder: unknown · Front: cloudflare
What to paste
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.
llms.txt
Save as /llms.txt at the root of the site. Guide.
# 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.
40 of 1,720 in Chicago
Top 2% of the sites scanned in this index. Just above: Auntie Anne's A, Chick-fil-A A. Just below: Eddie Merlot's A, Einstein Bros. Bagels A.
| 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 |
The top tenth is the 173 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites using Grubhub 140 sites | 66% | 46% | 95.4% |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Zarella Pizzeria & Taverna pizza, italian | 477 m | A | yes |
| Gene & Georgetti steak_house, italian | 501 m | B | yes |
| RPM Italian italian, fine_dining | 748 m | B | yes |
| Osteria Via Stato italian | 751 m | C | yes |
| Alpana italian | 787 m | A | yes |
| Il Porcellino pasta, italian | 824 m | C | yes |
| Ummo italian | 871 m | A | yes |
| Nonnina italian | 876 m | B | yes |
| Siena Tavern pasta, italian, pizza | 910 m | A | yes |
| Eataly italian | 942 m | D | yes |
Level 1 of 5, Basic Web Presence
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | no how |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | yes |
What assistants answer
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
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.
Show the score
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/clublago.com"><img src="https://directindex.org/badge/clublago.com.svg" alt="Agent-Direct Score A" width="236" height="40"></a>
Own this business?
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.