# American Flatbread: Agent-Direct Score C (66.2%)

Site: https://americanflatbread.com
Report: https://directindex.org/r/americanflatbread.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.)
American Flatbread is partly visible to agents.

## Direct links
- Book directly: https://www.sevenrooms.com/landing/saccosatamericanflatbread (through sevenrooms acting for the business)
- Order directly: https://order.toasttab.com/online/american-flatbread-somerville (through toast acting for the business)
- Menu: https://americanflatbread.com/american-flatbread-food-menu
- Phone: +1-617-776-0552

## 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
- **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": "American Flatbread",
  "url": "https://americanflatbread.com",
  "telephone": "+1-617-776-0552",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Day Street 45",
    "postalCode": "02144",
    "addressLocality": "Somerville"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.395637,
    "longitude": -71.1237535
  },
  "openingHours": "Su-Tu 10:00-22:00; We-Sa 10:00-23:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday",
        "Monday",
        "Tuesday"
      ],
      "opens": "10:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "10:00",
      "closes": "23:00"
    }
  ],
  "servesCuisine": [
    "pizza"
  ],
  "acceptsReservations": "https://www.sevenrooms.com/landing/saccosatamericanflatbread",
  "hasMenu": "https://americanflatbread.com/american-flatbread-food-menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.sevenrooms.com/landing/saccosatamericanflatbread",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.toasttab.com/online/american-flatbread-somerville",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# American Flatbread

> restaurant (pizza) in Day Street 45 02144 Somerville, Boston. Phone +1-617-776-0552.

## Book or order directly

- Book: https://www.sevenrooms.com/landing/saccosatamericanflatbread (through sevenrooms acting for the business)
- Order: https://order.toasttab.com/online/american-flatbread-somerville (through toast acting for the business)
- Menu: https://americanflatbread.com/american-flatbread-food-menu

## Opening hours

Su-Tu 10:00-22:00; We-Sa 10:00-23:00

## About

- Website: https://americanflatbread.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.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking through sevenrooms on your own domain.** No marketplace commission, and the guest stays yours.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.
- **SevenRooms lets agents act only through its partners.** SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Read 2026-10-15: https://sevenrooms.com/terms-of-service/. An assistant that is not a partner cannot finish the step there; a direct path on your own domain works for all of them.

## Since the scan of 2026-10-14 (B then)
- Fixed: Structured data was incomplete
- New: No structured data for the business

## Where it stands
175 of 834 in Boston. Top 21% 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 | 98% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 42% | no |
| Have an llms.txt | 18% | no |

Nearest places with a similar menu: Domino's (A, 332 m, https://directindex.org/r/dominos.com); Davis Square Pizza (D, 572 m, https://directindex.org/r/davissquarepizza.com); White Sport Pizza (C, 1655 m, https://directindex.org/r/whitesportpizza.com); Ma Magoo's (F, 1749 m, https://directindex.org/r/foodtecsolutions.com); City Slicker Cafe (B, 1799 m, https://directindex.org/r/cityslickercafe.com); Veggie Crust (F, 2292 m, https://directindex.org/r/vegcrust.com); Source (C, 2367 m, https://directindex.org/r/sourcerestaurants.com); Joe's Pizza (A, 2480 m, https://directindex.org/r/joespizzacambridge.com); Mama Lisa's Pizzeria (D, 2526 m, https://directindex.org/r/mammalisaspizza.com); Leone's Subs & Pizza (D, 2599 m, https://directindex.org/r/leonessubandpizzas.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.

Score over 2 scans since 2026-10-14: 2026-10-14 83%, 2026-10-14 66%.

Against its peers: Sites using SevenRooms 71% (53% A or B, 664 sites); Sites using Toast 74% (62% A or B, 1823 sites); This site 66.2%.

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

## Businesses like American Flatbread in Boston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Boston | 834 | 53% | 41% | 66.2% |
| Using SevenRooms in Boston | 5 | 75% | 60% | 66.2% |

The best of Using SevenRooms in Boston: RUKA (A 87.7%, https://directindex.org/r/rukarestobar.com); Desi Dhaba (B 73.8%, https://directindex.org/r/desidhaba.net); Peruvian Taste (C 66.2%, https://directindex.org/r/peruvian-taste-restaurant.com); Maple & Ash (C 64.6%, https://directindex.org/r/mapleandash.com).

With the fix above (No structured data for the business) the score would be about 87.7%: 88th of 834 in Boston, up from 175th.

## The direct record
What agents get for American Flatbread, as JSON: https://directindex.org/api/direct/americanflatbread.com
- Book: https://www.sevenrooms.com/landing/saccosatamericanflatbread (vendor on own site: SevenRooms; found by the scan of 2026-10-14, not yet tested)
- Order: https://order.toasttab.com/online/american-flatbread-somerville (vendor on own site: Toast; found by the scan of 2026-10-14, not yet tested)
- Menu: https://americanflatbread.com/american-flatbread-food-menu (html_page; from the scan)
- Hours: Su-Tu 10:00-22:00; We-Sa 10:00-23:00 (open now) (from OpenStreetMap)
- Phone: +1-617-776-0552
- Stable links that count: https://directindex.org/go/americanflatbread.com/book, https://directindex.org/go/americanflatbread.com/order, https://directindex.org/go/americanflatbread.com/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): 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
- Vendor terms for agents, SevenRooms: Partners only. SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Read 2026-10-15: https://sevenrooms.com/terms-of-service/

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 10 | 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/americanflatbread.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: no

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