# Leone's Subs & Pizza: Agent-Direct Score D (52.3%)

Site: https://www.leonessubandpizzas.com/
Report: https://directindex.org/r/leonessubandpizzas.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.)
Leone's Subs & Pizza is hard for agents to use.

## Direct links
- Phone: +1-617-776-2511

## What to fix first
- **No structured data for the business.** (+14 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
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Menu or price list lives on another site.** (+5 points) The link points to grabull.com, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai
- **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": "Leone's Subs & Pizza",
  "url": "https://www.leonessubandpizzas.com/",
  "telephone": "+1-617-776-2511",
  "email": "info@leonessubandpizza.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Broadway 292",
    "postalCode": "02145",
    "addressLocality": "Somerville"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.391932,
    "longitude": -71.0925013
  },
  "openingHours": "Mo-Su 08:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "08:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "pizza"
  ],
  "hasMenu": "https://www.grabull.com/restaurant/leones-subs-pizza-292-broadway-somerville-massachusetts"
}
</script>
```

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

```
# Leone's Subs & Pizza

> restaurant (pizza) in Broadway 292 02145 Somerville, Boston. Phone +1-617-776-2511.

## Book or order directly

- Menu: https://www.grabull.com/restaurant/leones-subs-pizza-292-broadway-somerville-massachusetts

## Opening hours

Mo-Su 08:00-22:00

## About

- Website: https://www.leonessubandpizzas.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.

## Where it stands
500 of 925 in Boston. Top 54% 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% | no |
| 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: Alfredo's Italian Kitchen (C, 37 m, https://directindex.org/r/alfredosomerville.com); Mama Lisa's Pizzeria (D, 83 m, https://directindex.org/r/mammalisaspizza.com); Gaya Pizzeria (B, 824 m, https://directindex.org/r/slicelife.com); White Sport Pizza (C, 1027 m, https://directindex.org/r/whitesportpizza.com); Hot Box (F, 1270 m, https://directindex.org/r/eathotbox.com); Veggie Crust (F, 1352 m, https://directindex.org/r/vegcrust.com); City Slicker Cafe (B, 1638 m, https://directindex.org/r/cityslickercafe.com); Davis Square Pizza (D, 2031 m, https://directindex.org/r/davissquarepizza.com); Beauty's Pizza (F, 2191 m, https://directindex.org/r/beautys-pizza.com); Domino's (A, 2313 m, https://directindex.org/r/dominos.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.

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

## Businesses like Leone's Subs & Pizza in Boston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Boston | 925 | 48% | 37% | 52.3% |

The best of Same kind in Boston: Aquapazza (A 100%, https://directindex.org/r/aquapazza-boston.com); Bonchon Cambridge (A 100%, https://directindex.org/r/bonchon.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Otto Pizza (A 100%, https://directindex.org/r/ottoportland.com); Taco Bell Cantina (A 100%, https://directindex.org/r/tacobell.com).

With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; Menu or price list lives on another site) the score would be about 95.4%: 16th of 925 in Boston, up from 500th.

## The direct record
What agents get for Leone's Subs & Pizza, as JSON: https://directindex.org/api/direct/leonessubandpizzas.com
- Book: none on record
- Order: none on record
- Menu: https://www.grabull.com/restaurant/leones-subs-pizza-292-broadway-somerville-massachusetts (external; from the scan)
- Hours: Mo-Su 08:00-22:00 (open now) (from OpenStreetMap)
- Phone: +1-617-776-2511
- Stable links that count: https://directindex.org/go/leonessubandpizzas.com/menu

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 3 | 25 |
| Actionable | 6 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/leonessubandpizzas.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: no

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