# Union Park Pizza: Agent-Direct Score A (92.3%)

Site: https://www.unionparkpizza.com/
Report: https://directindex.org/r/unionparkpizza.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Union Park Pizza is ready for agents.

## Direct links
- Order: https://www.unionparkpizza.com/#new-page-3-section (on the business's own site)
- Menu: https://www.unionparkpizza.com/#menu-section
- Phone: +1 617-855-1100

## What to fix first, by points
- **Structured data is incomplete.** (+2 points) Missing: telephone. 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, one block in the page head:

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Union Park Pizza",
  "url": "https://www.unionparkpizza.com/",
  "telephone": "+1 617-855-1100",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Newbury Street 244",
    "postalCode": "02116",
    "addressLocality": "Boston"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3494142,
    "longitude": -71.0824006
  },
  "openingHours": "Mo-Su 11:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "pizza",
    "slices",
    "italian",
    "beer & wine"
  ],
  "hasMenu": "https://www.unionparkpizza.com/#menu-section",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.unionparkpizza.com/#new-page-3-section",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

llms.txt draft:

```
# Union Park Pizza

> restaurant (pizza, slices, italian, beer & wine) in Newbury Street 244 02116 Boston, Boston. Phone +1 617-855-1100.

## Book or order directly

- Order: https://www.unionparkpizza.com/#new-page-3-section (on the business's own site)
- Menu: https://www.unionparkpizza.com/#menu-section

## Opening hours

Mo-Su 11:00-22:00

## About

- Website: https://www.unionparkpizza.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.
- **Structured data present (LocalBusiness).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
Rank 44 of 924 in Boston (top 5%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 98% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 92% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 16% | no |

Nearest places with a similar menu: Faccia a Faccia (B, 111 m, https://directindex.org/r/facciaafacciaboston.com); Dirty Water Dough Co. (A, 115 m, https://directindex.org/r/dirtywaterdough.com); Little Steve’s Pizzeria (F, 595 m, https://directindex.org/r/littlestevespizzeria.com); SRV (B, 948 m, https://directindex.org/r/srvboston.com); Picco (B, 1101 m, https://directindex.org/r/piccoboston.com); MIDA (B, 1166 m, https://directindex.org/r/midarestaurant.com); Coppa (A, 1313 m, https://directindex.org/r/coppaboston.com); Max and Leo's (C, 1330 m, https://directindex.org/r/maxandleospizza.com); Papa John's (B, 1331 m, https://directindex.org/r/papajohns.com); Toscano (D, 1359 m, https://directindex.org/r/toscanoboston.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

Against its peers: Sites built with Squarespace average 64% (46% A or B, 6916 sites); this site 92.3%.

What an AI agent reads on this site: https://directindex.org/r/unionparkpizza.com/agent-view

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 20 | 25 |
| actionable | 15 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/unionparkpizza.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: yes
- 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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=unionparkpizza.com&force=1