Luna Blu
lunablurestaurant.com is ready for agents.
Book directly: lunablurestaurant.com/tiburon-luna-blu-reservations# on the business's own site · Order directly: ordering.chownow.com/order/18674/locations/26811 through chownow acting for the business · Menu: lunablurestaurant.com/-food-menu?source=header&spot_id=24002
See what an AI agent reads on this site →
77 of 80 points available
agent-readiness level, Basic Web Presence
thing to fix
Action test, 2026-10-14: completed, an agent can reach the step before confirming. A OpenTable widget renders on the page and can be used without a login.
Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.
What to fix first
- 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 San Francisco. 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.
- Ordering through chownow on your own domain No marketplace commission, and the guest stays yours.
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.
# Luna Blu > restaurant (italian) in Main Street 35 94920 Tiburon, San Francisco. Phone (415) 789-5844. ## Book or order directly - Book: https://lunablurestaurant.com/tiburon-luna-blu-reservations# (on the business's own site) - Order: https://ordering.chownow.com/order/18674/locations/26811 (through chownow acting for the business) - Menu: https://lunablurestaurant.com/-food-menu?source=header&spot_id=240022&destination=food_menu&promotion=dessert_day ## About - Website: https://lunablurestaurant.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
14 of 1,261 in San Francisco
Top 1% of the sites scanned in this index. Just above: Krispy Krunchy Chicken A, La Ciccia A. Just below: California Fish Grill A, Taylor Street Coffee Shop 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 | 94% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 50% | yes |
| Have an llms.txt | 13% | no |
The top tenth is the 127 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites using ChowNow 257 sites | 72% | 54% | 96.3% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Waypoint Pizza pizza | 8 m | B | yes |
| The Bungalow Kitchen | 47 m | C | no |
| Tiburon Tavern american | 192 m | B | yes |
| Cultivar Sausalito | 2.8 km | A | yes |
| Barrel House | 2.8 km | B | yes |
| Scoma's seafood | 2.9 km | B | yes |
| Salito's Crab House and Prime Rib seafood | 3.0 km | B | yes |
| Joinery regional | 3.0 km | B | yes |
| Sushi Ran sushi | 3.1 km | A | yes |
| Sausalito Gourmet Delicatessen deli, sandwich | 3.1 km | D | no |
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/lunablurestaurant.com"><img src="https://directindex.org/badge/lunablurestaurant.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.