# Cambridge Pizzeria: Agent-Direct Score B (72.3%)

Site: http://cambridgepizzeria.net/
Report: https://directindex.org/r/cambridgepizzeria.net
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.)
Cambridge Pizzeria is mostly ready for agents.

## Direct links
- Menu: http://www.cambridgepizzeria.net/menu
- Phone: +1 617 547 4588

## What to fix first
- **Ordering only through grubhub.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **No working HTTPS.** (+3 points) The page is only served over plain http. Agents and browsers downrank or refuse it.
- **Structured data is incomplete.** (+3 points) Missing: 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": "FastFoodRestaurant",
  "name": "Cambridge Pizzeria",
  "url": "http://cambridgepizzeria.net/",
  "telephone": "+1 617 547 4588",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Brookline Street 263",
    "postalCode": "02139"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3576804,
    "longitude": -71.1078846
  },
  "openingHours": "Mo-Su 11:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "pizza"
  ],
  "hasMenu": "http://www.cambridgepizzeria.net/menu"
}
</script>
```

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

```
# Cambridge Pizzeria

> fast food restaurant (pizza) in Brookline Street 263 02139, Boston. Phone +1 617 547 4588.

## Book or order directly

- Menu: http://www.cambridgepizzeria.net/menu

## Opening hours

Mo-Su 11:00-21:00

## About

- Website: http://cambridgepizzeria.net/
- 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 (Restaurant).** address, phone
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
302 of 924 in Boston. Top 33% 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% | no |
| 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: New York Pizza (B, 965 m, https://directindex.org/r/newyorkpizzaboston.com); Cambridge Pizza (F, 992 m, https://directindex.org/r/cambridgepizza.com); Sulmona (B, 1285 m, https://directindex.org/r/sulmonacambridge.com); T. Anthony's (D, 1304 m, https://directindex.org/r/tanthonypizzeria.com); Area Four (A, 1407 m, https://directindex.org/r/areafour.com); Max and Leo's (C, 1420 m, https://directindex.org/r/maxandleospizza.com); Lala's Neapolitan-ish Pizza (B, 1578 m, https://directindex.org/r/lalasneapolitan-ishpizza.com); Beauty's Pizza (F, 1833 m, https://directindex.org/r/beautys-pizza.com); Little Steve’s Pizzeria (F, 1992 m, https://directindex.org/r/littlestevespizzeria.com); Joe's Pizza (A, 2007 m, https://directindex.org/r/joespizzacambridge.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 using Grubhub 66% (46% A or B, 140 sites); This site 72.3%.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 22 | 25 |
| Readable | 22 | 25 |
| Actionable | 3 | 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/cambridgepizzeria.net
- 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: 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

Deep report: https://directindex.org/r/cambridgepizzeria.net/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=cambridgepizzeria.net&force=1