The Direct Index
Report · San Francisco · scanned 2026-10-15

Smile House Cafe

smilehousecafe.com is hard for agents to use.

An AI assistant can open the website of Smile House Cafe. What Smile House Cafe offers is on another site. It finds a way to book or order directly, through order.mealkeyway.com.

Listed by OpenStreetMap.

See what an AI agent reads on this site →

52.3%

34 of 65 points available

0/5

agent-readiness level, Not Ready

4

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.

Since the scan of 2026-10-14 (F then): fixed The site could not be read at all. new No structured data for the business; Menu lived on another site; Ordering through an unrecognised third party; No llms.txt.

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.

Where it stands

How Smile House Cafe compares

Where it stands

679 of 1,097 in San Francisco

Top 62% of the sites scanned in this index. Just above: Le Central D, Otra D. Just below: Sushi Uma D, 5th Ave Deli & Market D.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML94%no
Let AI crawlers in (no edge block, no robots.txt block)95%yes
Structured data with address, phone and hours47%no
Have an llms.txt13%no

The top tenth is the 110 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with WordPress 38,935 sites59%31%52.3%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Kingdom of Dumpling chinese642 mCno
Enjoy Vegetarian Restaurant chinese2.0 kmByes
Mini Potstickers chinese2.3 kmAyes
Terra Cotta Warrior chinese2.3 kmCyes
King of Noodles chinese, noodle2.3 kmCno
Fiery Hot Pot and Grill chinese2.3 kmDno
The Soup chinese2.3 kmFno
San Tung chinese2.4 kmBno
Shanghai Dumpling King chinese2.6 kmFno
Brochette Dumpling chinese2.8 kmCno
Businesses like yours

Businesses like Smile House Cafe in San Francisco

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in San Francisco1,09754%42%52.3%
Sites built with WordPress in San Francisco18868%54%52.3%

The best of the sites built with WordPress in San Francisco

ABSteak A 100% · Z & Y Restaurant A 100% · Benihana A 93.8% · Crepes on Cole A 92.3% · Roka Akor A 92.3%

The climb

With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; Menu or price list lives on another site) the score would be about 95.4%: 16th of 1,097 in San Francisco, up from 679th.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

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. Ordering through an unrecognised third party +9 points

    Check that the provider keeps you as the merchant of record. How to fix it

  3. Menu or price list lives on another site +5 points

    The link points to menusifu.com, so the credit and the traffic go there. How to fix it

  4. 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

Send the fixes to your web person

One email, the fixes and the link; nothing stored.

No one is listed yet to fix this in San Francisco. List your agency or yourself: free, reviewed by hand.

Already right

Builder: wordpress · Front: cloudflare · contact page /contact-us/: nothing new

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 wordpress is in the guides.

Where to paste it on WordPress: a plugin that adds code to every page's header, such as WPCode (Insert Headers and Footers), in its Header box. the official help page.

Show the code to paste

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": "Smile House Cafe",
  "url": "http://www.smilehousecafe.com/",
  "telephone": "+1 415 230-0388",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Taraval Street 1030",
    "postalCode": "94116",
    "addressLocality": "San Francisco"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7431059,
    "longitude": -122.4773704
  },
  "servesCuisine": [
    "chinese"
  ],
  "hasMenu": "https://www.menusifu.com/"
}
</script>

llms.txt

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

# Smile House Cafe

> restaurant (chinese) in Taraval Street 1030 94116 San Francisco, San Francisco. Phone +1 415 230-0388.

## Book or order directly

- Menu: https://www.menusifu.com/

## About

- Website: http://www.smilehousecafe.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
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 · Dispute a check

Keep watching this business: the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant and the places nearby; 5 EUR once. Reading and scanning stay free; these few euros pay for the questions sent to the assistants and for the servers.

Show the score

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

Agent-Direct Score D

<a href="https://directindex.org/r/smilehousecafe.com"><img src="https://directindex.org/badge/smilehousecafe.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Smile House Cafe

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/smilehousecafe.com, through the MCP tool direct_record and in the city feed /city/san-francisco/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menuwww.menusifu.com/ externalfrom the scan
Hoursnone on record
Phone+1 415 230-0388

Stable links that count: /go/smilehousecafe.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

UCP profile
/.well-known/ucp, Google and Shopify's Universal Commerce Protocol
no
ACP discovery document
/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol
no
MCP server card
/.well-known/mcp/server-card.json
no
Ordering vendor that takes agent orders
Square, Toast, or a vendor whose terms allow agents
no
Agent readiness

Level 0 of 5, Not Ready

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.txtno how
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