# The Pizza Place: Agent-Direct Score C (60%)

Site: http://pizzaplacesf.com/
Report: https://directindex.org/r/pizzaplacesf.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
The Pizza Place is partly visible to agents.

## Direct links
- Order directly: https://www.toasttab.com/the-pizza-place-on-noriega-3901-noriega-street/ (through toast acting for the business)
- Menu: http://pizzaplacesf.com/
- Phone: +1-415-759-5752

## What to fix first
- **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). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No working HTTPS.** (+3 points) The page is only served over plain http. Agents and browsers downrank or refuse it.
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What 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.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "The Pizza Place",
  "url": "http://pizzaplacesf.com/",
  "telephone": "+1-415-759-5752",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Noriega Street 3901",
    "postalCode": "94122",
    "addressLocality": "San Francisco"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7528157,
    "longitude": -122.5055687
  },
  "openingHours": "We, Th 17:00-22:00; Fr, Sa 12:00-22:30; Mo, Su 12:00-22:00",
  "servesCuisine": [
    "pizza"
  ],
  "hasMenu": "http://pizzaplacesf.com/",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/the-pizza-place-on-noriega-3901-noriega-street/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# The Pizza Place

> restaurant (pizza) in Noriega Street 3901 94122 San Francisco, San Francisco. Phone +1-415-759-5752.

## Book or order directly

- Order: https://www.toasttab.com/the-pizza-place-on-noriega-3901-noriega-street/ (through toast acting for the business)
- Menu: http://pizzaplacesf.com/

## Opening hours

We, Th 17:00-22:00; Fr, Sa 12:00-22:30; Mo, Su 12:00-22:00

## About

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

## 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.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.
- **Toast lets agents act only through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that is not a partner cannot finish the step there; a direct path on your own domain works for all of them.

## Where it stands
589 of 1142 in San Francisco. Top 52% of the sites scanned in this index.

| 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 | 48% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: Maillards Smash Burgers (C, 62 m, https://directindex.org/r/maillardssf.com); La Playa Taqueria (B, 77 m, https://directindex.org/r/laplayataqueriaca.com); Toyose (F, 86 m, https://directindex.org/r/dropcatch.com); Rusty Ladle (C, 527 m, https://directindex.org/r/rustyladle.com); Outerlands (B, 839 m, https://directindex.org/r/outerlandssf.com); Ruby's (B, 881 m, https://directindex.org/r/rubyssf.com); Judahlicious (C, 882 m, https://directindex.org/r/judahlicious.com); Sunset Cantina (B, 1075 m, https://directindex.org/r/sunsetcantinasf.com); Leo's Tacos Truck (D, 1280 m, https://directindex.org/r/leostacostruck.com); North Beach Pizza (B, 1316 m, https://directindex.org/r/tv1news.com.au).

## What assistants answer
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.

Against its peers: Sites using Toast 74% (63% A or B, 1884 sites); This site 60%.

See what an AI agent reads on this site: https://directindex.org/r/pizzaplacesf.com/agent-view

## Businesses like The Pizza Place in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in San Francisco | 1142 | 50% | 40% | 60% |
| Using Toast in San Francisco | 134 | 75% | 68% | 60% |

The best of Using Toast in San Francisco: Bar Crudo (A 93.8%, https://directindex.org/r/barcrudo.com); Saap Ver (A 93.8%, https://directindex.org/r/saapver.com); A16 (A 92.3%, https://directindex.org/r/a16pizza.com); Burma Superstar (A 92.3%, https://directindex.org/r/burmasuperstar.com); Casario Ostaria (A 92.3%, https://directindex.org/r/casaroosteria.com).

With the two fixes above (No structured data for the business; No working HTTPS) the score would be about 87.7%: 113th of 1,142 in San Francisco, up from 589th.

## The direct record
What agents get for The Pizza Place, as JSON: https://directindex.org/api/direct/pizzaplacesf.com
- Book: none on record
- Order: https://www.toasttab.com/the-pizza-place-on-noriega-3901-noriega-street/ (vendor on own site: Toast; found by the scan of 2026-10-14, not yet tested)
- Menu: http://pizzaplacesf.com/ (html_page; from the scan)
- Hours: We, Th 17:00-22:00; Fr, Sa 12:00-22:30; Mo, Su 12:00-22:00 (open now) (from OpenStreetMap)
- Phone: +1-415-759-5752
- Stable links that count: https://directindex.org/go/pizzaplacesf.com/order, https://directindex.org/go/pizzaplacesf.com/menu

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured
- Vendor terms for agents, Toast: Partners only. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 22 | 25 |
| Readable | 7 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/pizzaplacesf.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: no

Deep report: https://directindex.org/r/pizzaplacesf.com/deep. 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.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=pizzaplacesf.com&force=1