# Bobby's Pizza: Agent-Direct Score C (62.5%)

Site: http://bobbys.pizza/
Report: https://directindex.org/r/bobbys.pizza
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Bobby's Pizza is partly visible to agents.
Some AI assistants are turned away by Bobby's Pizza's website. It can read what Bobby's Pizza offers. It finds a way to book or order directly, through Toast.

## Direct links
- Order directly: https://www.toasttab.com/local/order/bobbys-pizza-319-tenth-avenue (through toast acting for the business)
- Menu: https://bobbys.pizza/our-menu/
- Phone: +16193233372
- Address: 319 Tenth Ave, 92101, San Diego
- Prices: 3 prices on the site, the middle one $22.50

## Nearby, also direct
Places near Bobby's Pizza that take a booking or an order on their own website, with no marketplace in between.
- Meze Greek Fusion (330 m): https://directindex.org/r/gaslampmeze.com
- MAKE pizza+salad (450 m): https://directindex.org/r/makesandiego.com
- Hollywood Pies - San Diego (520 m): https://directindex.org/r/hollywoodpiesla.com
- Saffron Pizza Kitchen (540 m): https://directindex.org/r/saffronpizzakitchen.com
- Pizza on 5th (660 m): https://directindex.org/r/pizzaon5th.com

## What to fix first
- **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) 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. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **robots.txt blocks GPTBot, ClaudeBot, Google-Extended.** (+3.7 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents
- **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. Guide: https://directindex.org/guides/llms-txt-for-a-business

## What the site tells visitors (Measured, not scored)
- **3 prices on the landing page, the middle one $22.50.** In San Diego, the middle price of comparable sites that show prices is $13.95.

## Fix kit: What 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.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Bobby's Pizza",
  "url": "http://bobbys.pizza/",
  "telephone": "+16193233372",
  "address": "319 Tenth Ave, 92101, San Diego",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 32.70877878,
    "longitude": -117.15540091
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/local/order/bobbys-pizza-319-tenth-avenue",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers.

```
# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /
```

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

```
# Bobby's Pizza

> organization (pizza) in 319 Tenth Ave, 92101, San Diego, San Diego. Phone +16193233372.

## Book or order directly

- Order: https://www.toasttab.com/local/order/bobbys-pizza-319-tenth-avenue (through toast acting for the business)
- Menu: https://bobbys.pizza/our-menu/

## About

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

## Already right
- **Structured data found (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Toast works with agents 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. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
1066 of 2243 in San Diego. Top 48% of the sites scanned in this index.

| What the top 10% 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 block at the server or in robots.txt) | 94% | no |
| Structured data with address, phone and hours | 62% | no |
| Have an llms.txt | 37% | no |

Nearest places with a similar menu: Basic Bar & Pizza (F, 259 m, https://directindex.org/r/basicbar.com); Meze Greek Fusion (C, 328 m, https://directindex.org/r/gaslampmeze.com); MAKE pizza+salad (C, 448 m, https://directindex.org/r/makesandiego.com); San Remo Pizzeria (B, 476 m, https://directindex.org/r/sanremopizzeriamenu.com); Hollywood Pies - San Diego (C, 517 m, https://directindex.org/r/hollywoodpiesla.com); Sloppy Joey's Pizza and Pasta Joint (F, 523 m, https://directindex.org/r/sloppyjoeys.com); Saffron Pizza Kitchen (A, 541 m, https://directindex.org/r/saffronpizzakitchen.com); Pizza on 5th (A, 661 m, https://directindex.org/r/pizzaon5th.com); Krisp Pizza (B, 890 m, https://directindex.org/r/krispdelivery.com); A Brooklyn Pizzeria (F, 1006 m, https://directindex.org/r/abrooklynpizzeriasd.com).

## What assistants answer
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 Diego and named 100 places. Bobby's Pizza wasn't one of them. See who was named: https://directindex.org/city/san-diego/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); Sites using Toast 73% (62% A or B, 6735 sites); This site 62.5%.

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

## Businesses like Bobby's Pizza in San Diego

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Diego | 2243 | 55% | 36% | 62.5% |
| Sites built with WordPress in San Diego | 560 | 65% | 45% | 62.5% |
| Sites using Toast in San Diego | 293 | 75% | 62% | 62.5% |
| Sites built with WordPress and using Toast in San Diego | 101 | 75% | 67% | 62.5% |

The best of the sites built with WordPress and using Toast in San Diego: Scuderie Italia (A 100%, https://directindex.org/r/scuderieitalia.com); Shawarma House (A 100%, https://directindex.org/r/shawarmahousesd.com); Slowly Restaurant + Bar (A 100%, https://directindex.org/r/slowlysd.com); Tavola Nostra (A 100%, https://directindex.org/r/tavolanostrapizzeria.com); The Amigo Spot (A 100%, https://directindex.org/r/amigospotsandiego.com).

With the three fixes above (The server turns AI crawlers away at the door; Structured data is incomplete; robots.txt blocks GPTBot, ClaudeBot, Google-Extended), the score would be about 87.7%. That would be 241st of 2,243 in San Diego, up from 1066th.

## The direct record
What agents get for Bobby's Pizza, as JSON: https://directindex.org/api/direct/bobbys.pizza
- Book: none on record
- Order: https://www.toasttab.com/local/order/bobbys-pizza-319-tenth-avenue (vendor on own site: Toast; found by the scan of 2026-10-24, not yet tested)
- Menu: https://bobbys.pizza/our-menu/ (html_page; from the scan)
- Hours: none on record
- Phone: +16193233372
- Stable links that count: https://directindex.org/go/bobbys.pizza/order, https://directindex.org/go/bobbys.pizza/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): 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 (Toast): yes
- Vendor terms for agents, Toast: Through 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/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 14.6 | 25 |
| Readable | 16 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 2 of 5, Bot-Aware. Cloudflare's report: https://isitagentready.com/bobbys.pizza
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: yes
- 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: yes

Keep watching this business (https://directindex.org/r/bobbys.pizza/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/bobbys.pizza/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=bobbys.pizza&force=1