The Direct Index
Report · San Francisco · scanned 2026-10-24

Dumpling Baby

dumplingbabysf.com is largely invisible to agents.

Listed by OpenStreetMap · Overture Maps.

Website

Ways to reach Dumpling Baby directly, with no marketplace in between. Checked 2026-10-24. Report a mistake

Geary Boulevard 3751 San Francisco

Nearby, also direct

Places near Dumpling Baby that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

Some AI assistants are turned away by Dumpling Baby's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

30.3%

19.7 of 65 points available

1/5

agent-readiness level, Basic Web Presence

6

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 22 everyday questions about San Francisco and named 113 places. Dumpling Baby wasn't one of them. See who was named →

Where it stands

How Dumpling Baby compares

Where it stands

1,792 of 2,391 in San Francisco

Top 75% of the sites scanned in this index. Just above: Brazuca Grill F, Casa de la Condesa F. Just below: Ebiko F, El Alambre F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML89%no
Let AI crawlers in (no block at the server or in robots.txt)96%no
Structured data with address, phone and hours55%no
Have an llms.txt25%no

The top 10% are the 244 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with Weebly 4,667 sites36%1%30.3%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
B Star asian, burmese, thai, chinese, filipino, korean, indian230 mAyes
Burma Superstar asian316 mAyes
The Grill 燒烤王 asian794 mAyes
Shabu club asian, japanese875 mFno
Papa's Kitchen asian1.5 kmCyes
Wen Chang Dumplings asian1.6 kmFno
Lime Tree asian1.9 kmFno
Loving Hut international, asian1.9 kmFno
Inle Burmese Cuisine burmese, thai, asian2.0 kmByes
BANGKOK STREET Thai Street Food thai, curry, asian2.7 kmByes
Businesses like yours

Businesses like Dumpling Baby in San Francisco

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in San Francisco2,39149%32%30.3%
Sites built with Weebly in San Francisco3935%3%30.3%

The best of the sites built with Weebly in San Francisco

New Eritrea Restaurant & Bar B 72.3% · Happy Garden Restaurant 好世界海鲜楼 C 67.2% · Turo Cafe and Grill C 59.5% · Zazie C 59.5% · Pomodoro Pizza D 50.8%

After the top fixes

With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 87.2%. That would be 250th of 2,391 in San Francisco, up from 1792nd.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. No structured data for the business +15 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). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

  2. No booking or ordering link on the website +15 points

    There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. How to fix it

  3. No menu or price list found +7 points

    Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. How to fix it

  4. The server turns AI crawlers away at the door +3.3 points

    Requests as ClaudeBot (challenge:attention required) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. How to fix it

  5. Almost no text without JavaScript +2 points

    Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. How to fix it

  6. No llms.txt no points, but worth doing

    Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in San Francisco. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in No rule blocks the main AI user agents.

Builder: weebly · almost no text without JavaScript

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on weebly.

Show the code to paste

Structured data (JSON-LD)

Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Dumpling Baby",
  "url": "http://DumplingbabySF.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Geary Boulevard 3751",
    "addressLocality": "San Francisco"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7810449,
    "longitude": -122.4598543
  },
  "servesCuisine": [
    "asian"
  ]
}
</script>

llms.txt

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

# Dumpling Baby

> restaurant (asian) in Geary Boulevard 3751 San Francisco, San Francisco.

## About

- Website: http://DumplingbabySF.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Owners

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid 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 put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score F

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

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Dumpling Baby

No direct path on record: the scan of 2026-10-24 found no booking or ordering link on dumplingbabysf.com or on a vendor's site. The same record is served as JSON at /api/direct/dumplingbabysf.com, through the MCP tool direct_record and in the city feed /city/san-francisco/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
Hoursnone on record
Phonenone on record

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 1 of 5, Basic Web Presence

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward 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