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

Little Star Pizza

littlestarsolano.com is ready for agents.

An AI assistant can open the website of Little Star Pizza. It can read what Little Star Pizza offers. It finds a way to book or order directly on the site.

Listed by OpenStreetMap.

Book directly: littlestarsolano.com/reservations/ on the business's own site · Order directly: order.online/store/7432 through doordash_storefront acting for the business · Menu: littlestarsolano.com/menu/

See what an AI agent reads on this site →

87.7%

57 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.

Since the scan of 2026-10-14 (F then): fixed The site could not be read at all. new Structured data was incomplete; 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 Little Star Pizza compares

Where it stands

122 of 1,097 in San Francisco

Top 11% of the sites scanned in this index. Just above: I'a Poke A, John's Grill Live Jazz A. Just below: Luisa's Ristorante and Wine Bar A, Mangrove A.

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)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%87.7%
Sites using DoorDash Storefront 658 sites70%56%87.7%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Islice pizza178 mCyes
La Val's Pizza pizza285 mBno
Domino's pizza650 mAyes
Benchmark Pizzeria pizza1.3 kmCyes
Miles Pizza Slice pizza1.6 kmCyes
Mountain Mike's pizza1.8 kmAyes
Pizza Guys pizza2.4 kmFno
Passione pizza3.1 kmFno
Businesses like yours

Businesses like Little Star Pizza in San Francisco

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in San Francisco1,09754%42%87.7%
Sites built with WordPress in San Francisco18868%54%87.7%
Sites using DoorDash Storefront in San Francisco5372%60%87.7%
Sites built with WordPress and using DoorDash Storefront in San Francisco1075%70%87.7%

The best of the sites built with WordPress and using DoorDash Storefront in San Francisco

Fogo de Chão A 87.5% · Blue Mermaid B 78.5% · China Live B 78.5% · Eight Tables B 78.5% · Izakaya Sozai B 73.8%

The climb

With the fix above (Structured data is incomplete) the score would be about 95.4%: 16th of 1,097 in San Francisco, up from 122nd.

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. Structured data is incomplete +5 points

    Missing: address, opening hours. 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

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/: nothing new; menu page /menu/: nothing new; booking page /reservations/: booking via opentable

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": "Little Star Pizza",
  "url": "https://www.littlestarsolano.com/",
  "telephone": "+1 510 526 7827",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Solano Avenue 1181",
    "postalCode": "94706",
    "addressLocality": "Albany",
    "addressCountry": "US"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.8905232,
    "longitude": -122.296932
  },
  "openingHours": "Mo-Th, Su 11:30-21:00; Fr, Sa 11:30-22:00",
  "servesCuisine": [
    "pizza"
  ],
  "acceptsReservations": "https://littlestarsolano.com/reservations/",
  "hasMenu": "https://littlestarsolano.com/menu/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://littlestarsolano.com/reservations/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.online/store/7432",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# Little Star Pizza

> restaurant (pizza) in Solano Avenue 1181 94706 Albany, San Francisco. Phone +1 510 526 7827.

## Book or order directly

- Book: https://littlestarsolano.com/reservations/ (on the business's own site)
- Order: https://order.online/store/7432 (through doordash_storefront acting for the business)
- Menu: https://littlestarsolano.com/menu/

## Opening hours

Mo-Th, Su 11:30-21:00; Fr, Sa 11:30-22:00

## About

- Website: https://www.littlestarsolano.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 A

<a href="https://directindex.org/r/littlestarsolano.com"><img src="https://directindex.org/badge/littlestarsolano.com.svg" alt="Agent-Direct Score A" 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 Little Star Pizza

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/littlestarsolano.com, through the MCP tool direct_record and in the city feed /city/san-francisco/direct.json.

PathLinkStatus
Booklittlestarsolano.com/reservations/ own sitefound by the scan of 2026-10-15, not yet tested
Orderorder.online/store/7432 vendor on own site: DoorDash Storefrontfound by the scan of 2026-10-15, not yet tested
Menulittlestarsolano.com/menu/ html_pagefrom the scan
HoursMo-Th, Su 11:30-21:00; Fr, Sa 11:30-22:00 (closed now)from OpenStreetMap
Phone+1 510 526 7827

Stable links that count: /go/littlestarsolano.com/book, /go/littlestarsolano.com/order, /go/littlestarsolano.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

Found one hop past the home page: booking page /reservations/: booking via opentable.

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.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 businessyes