# Baby Bros: Agent-Direct Score B (76.9%)

Site: https://www.babybrospizza.com/
Report: https://directindex.org/r/babybrospizza.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.)
Baby Bros is mostly ready for agents.

## Direct links
- Order directly: https://www.babybrospizza.com/order-now (on the business's own site)
- Phone: +1-562-912-4014

## What to fix first
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+5 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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": "Baby Bros",
  "url": "https://www.babybrospizza.com/",
  "telephone": "+1-562-912-4014",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Pine Avenue 217",
    "postalCode": "90802",
    "addressLocality": "Long Beach"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 33.7697677,
    "longitude": -118.1925727
  },
  "servesCuisine": [
    "pizza",
    "wings"
  ],
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.babybrospizza.com/order-now",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Baby Bros

> restaurant (pizza, wings) in Pine Avenue 217 90802 Long Beach, Los Angeles. Phone +1-562-912-4014.

## Book or order directly

- Order: https://www.babybrospizza.com/order-now (on the business's own site)

## About

- Website: https://www.babybrospizza.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.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Organization).** address
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
350 of 1492 in Los Angeles. Top 23% 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 | 97% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 20% | no |

Nearest places in the index: King's Fish House (C, 82 m, https://directindex.org/r/kingsfishhouse.com); Dog Haus (C, 166 m, https://directindex.org/r/doghaus.com); L'Opera Ristorante (D, 168 m, https://directindex.org/r/lopera.com); 123 Pho (A, 188 m, https://directindex.org/r/123-pho.com); AZN (A, 218 m, https://directindex.org/r/eatazn.com); Cinco de Mayo Restaurant (C, 230 m, https://directindex.org/r/twupro.com); 4th Horseman (B, 236 m, https://directindex.org/r/the4thhorsemanlbc.com); La Traviata (C, 265 m, https://directindex.org/r/latraviata301.com); Ammatoli (A, 278 m, https://directindex.org/r/ammatoli.com); Laurie's Pie Bar (B, 294 m, https://directindex.org/r/lauriespiebar.com).

## 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 built with Webflow 59% (26% A or B, 1920 sites); This site 76.9%.

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

## Businesses like Baby Bros in Los Angeles

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Los Angeles | 1492 | 50% | 37% | 76.9% |
| Built with Webflow in Los Angeles | 39 | 71% | 51% | 76.9% |

The best of Built with Webflow in Los Angeles: Western Wok (A 100%, https://directindex.org/r/westernwokla.com); Sweetfin (A 95.4%, https://directindex.org/r/sweetfin.com); California Wok Glendale (A 92.3%, https://directindex.org/r/californiawok.net); California Chicken Cafe (A 89.2%, https://directindex.org/r/califchickencafe.com); Hangari Kalguksu (A 87.7%, https://directindex.org/r/hangarikalguksu.com).

With the two fixes above (No menu or price list found; Structured data is incomplete) the score would be about 95.4%: 22nd of 1,492 in Los Angeles, up from 350th.

## The direct record
What agents get for Baby Bros, as JSON: https://directindex.org/api/direct/babybrospizza.com
- Book: none on record
- Order: https://www.babybrospizza.com/order-now (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +1-562-912-4014
- Stable links that count: https://directindex.org/go/babybrospizza.com/order

## 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

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 10 | 25 |
| Actionable | 15 | 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/babybrospizza.com
- 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: 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: yes

Deep report: https://directindex.org/r/babybrospizza.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=babybrospizza.com&force=1