Mandalay
mandalaysf.com is ready for agents.
Book directly: mandalaysf.com/reservations/ on the business's own site · Order directly: mandalaysf.com/delivery-and-pick-up/ on the business's own site · Menu: mandalaysf.com/menu/
See what an AI agent reads on this site →
69 of 80 points available
agent-readiness level, Basic Web Presence
things to fix
Action test, 2026-10-14: partial, a path exists but an agent would struggle. There is a button or a form, but no complete booking or ordering flow an agent can finish on this page.
Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.
Nothing to fix
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 on your own site Agents can order without a marketplace in the loop.
Builder: wordpress · Front: cloudflare
149 of 1,261 in San Francisco
Top 12% of the sites scanned in this index. Just above: InoVino A, Kitava Kitchen A. Just below: Mandi House A, Manna Korean Cuisine 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% | yes |
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 built with WordPress 35,830 sites | 57% | 26% | 86.3% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Kitchen Istanbul turkish, mediterranean | 278 m | D | yes |
| Clementina italian | 282 m | B | yes |
| Little Vietnam Cafe / Koja Kitchen vietnamese | 289 m | C | no |
| Burma Superstar asian | 300 m | A | yes |
| Palmetto Superfoods smoothie | 336 m | F | no |
| Oishinbo Sushi sushi | 340 m | C | yes |
| Good Luck Dim Sum chinese | 356 m | F | no |
| Giorgio's Pizza pizza | 379 m | B | yes |
| Chapeau! french | 380 m | B | yes |
| B Star asian, burmese, thai, chinese, filipino, korean, indian | 405 m | A | 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. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | yes |
| 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/mandalaysf.com"><img src="https://directindex.org/badge/mandalaysf.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.
Deep report 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.