The Direct Index
Report · San Francisco · scanned 2026-10-14

Bun Mee

bunmee.co is partly visible to agents.

Order directly: order.online/store/bun-mee-san-francisco-4604/?delivery=true through doordash_storefront acting for the business · Menu: bunmee.co/sandwiches

See what an AI agent reads on this site →

C
66.2%

43 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

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.

Findings

What to fix first

  1. No structured data for the business +14 points

    Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it

  2. 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

Builder: unknown · Front: cloudflare

Fix kit

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.

Structured data (JSON-LD)

One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Bun Mee",
  "url": "https://bunmee.co/financial-district",
  "telephone": "+1-415-362-8663",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Market Street 650",
    "postalCode": "94104",
    "addressLocality": "San Francisco"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7884472,
    "longitude": -122.4028946
  },
  "openingHours": "Mo,Fr 11:00-15:00; Tu-Th 11:00-19:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Friday"
      ],
      "opens": "11:00",
      "closes": "15:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "11:00",
      "closes": "19:00"
    }
  ],
  "servesCuisine": [
    "sandwich",
    "vietnamese"
  ],
  "hasMenu": "https://bunmee.co/sandwiches",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.online/store/bun-mee-san-francisco-4604/?delivery=true&amp;hideModal=true",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# Bun Mee

> restaurant (sandwich, vietnamese) in Market Street 650 94104 San Francisco, San Francisco. Phone +1-415-362-8663.

## Book or order directly

- Order: https://order.online/store/bun-mee-san-francisco-4604/?delivery=true&amp;hideModal=true (through doordash_storefront acting for the business)
- Menu: https://bunmee.co/sandwiches

## Opening hours

Mo,Fr 11:00-15:00; Tu-Th 11:00-19:00

## About

- Website: https://bunmee.co/financial-district
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Where it stands

495 of 1,261 in San Francisco

Top 39% of the sites scanned in this index. Just above: Bon, nene C, Brenda's Meat & Three C. Just below: Fifty Vara C, Flour + Water C.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML94%yes
Let AI crawlers in (no edge block, no robots.txt block)94%yes
Structured data with address, phone and hours50%no
Have an llms.txt13%no

The top tenth is the 127 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites using DoorDash Storefront 506 sites72%59%66.2%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
The Sentinel sandwich135 mBno
The Bird sandwich282 mAyes
Tycoon Kitchen thai, sandwich433 mFno
West Coast Sourdough sandwich499 mByes
Jimmy John's sandwich572 mFno
Sai's Vietnamese Restaurant vietnamese, noodle, pho, sandwich874 mCyes
heist breakfast, sandwich, burger896 mFno
Deli Board sandwich1.3 kmDno
Turtle Tower vietnamese1.4 kmByes
Lee's Sandwiches vietnamese, sandwich1.4 kmCyes
Agent readiness

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 homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessno
Assistants

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.

Badge

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score C

<a href="https://directindex.org/r/bunmee.co"><img src="https://directindex.org/badge/bunmee.co.svg" alt="Agent-Direct Score C" width="236" height="40"></a>
Owners

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.

Rescan now Markdown

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.

Send the fixes to your web person
One email, the fixes and the link; nothing stored.