# Bottega Fiorentina: Agent-Direct Score C (66.2%)

Site: https://eatbottega.com/
Report: https://directindex.org/r/eatbottega.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.)
Bottega Fiorentina is partly visible to agents.

## Direct links
- Order directly: https://direct.chownow.com/order/18964/locations/27186?source=pop_up&spot_id=42584&destination=order&promotion=order_online (through chownow acting for the business)
- Menu: https://eatbottega.com/brookline-coolidge-corner-bottega-fiorentina-food-menu
- Phone: +1-617-232-2661

## 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": "Bottega Fiorentina",
  "url": "https://eatbottega.com/",
  "telephone": "+1-617-232-2661",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Harvard Street 313B",
    "postalCode": "02446"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3434211,
    "longitude": -71.1230916
  },
  "openingHours": "Mo-Su 11:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "italian"
  ],
  "hasMenu": "https://eatbottega.com/brookline-coolidge-corner-bottega-fiorentina-food-menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://direct.chownow.com/order/18964/locations/27186?source=pop_up&spot_id=42584&destination=order&promotion=order_online",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Bottega Fiorentina

> restaurant (italian) in Harvard Street 313B 02446, Boston. Phone +1-617-232-2661.

## Book or order directly

- Order: https://direct.chownow.com/order/18964/locations/27186?source=pop_up&spot_id=42584&destination=order&promotion=order_online (through chownow acting for the business)
- Menu: https://eatbottega.com/brookline-coolidge-corner-bottega-fiorentina-food-menu

## Opening hours

Mo-Su 11:00-21:00

## About

- Website: https://eatbottega.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.
- **Ordering through chownow on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
364 of 834 in Boston. Top 44% 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: Village Fare Pizza (D, 956 m, https://directindex.org/r/villagefarepizza.com); Bottega di Capri (D, 1032 m, https://directindex.org/r/bottegadicapribrookline.com); Carlo's Cucina Italiana (B, 1261 m, https://directindex.org/r/carloscucinaitaliana.com); Alfredo's Italian Restaurant (D, 1535 m, https://directindex.org/r/alfredosonline.com); Sulmona (B, 3229 m, https://directindex.org/r/sulmonacambridge.com); Faccia a Faccia (B, 3300 m, https://directindex.org/r/facciaafacciaboston.com); Amelia's Trattoria (D, 3465 m, https://directindex.org/r/ameliastrattoria.com); Gufo (B, 4306 m, https://directindex.org/r/gufocambridge.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 ChowNow 72% (53% A or B, 270 sites); This site 66.2%.

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

Read by AI agents 4 times this month (ClaudeBot 4).

## Businesses like Bottega Fiorentina in Boston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Boston | 834 | 53% | 41% | 66.2% |
| Using ChowNow in Boston | 8 | 70% | 50% | 66.2% |

The best of Using ChowNow in Boston: Hong Kong (B 84.6%, https://directindex.org/r/hongkongharvard.com); Martin's Coffee Shop (B 81.5%, https://directindex.org/r/martinscoffeeshop.com); Mike's City Diner (B 81.5%, https://directindex.org/r/mikescitydiner.com); Basho (B 72.3%, https://directindex.org/r/bashosushi.com); Ideal Cafe & Pizza (C 64.6%, https://directindex.org/r/idealcafepizza.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 364th.

## The direct record
What agents get for Bottega Fiorentina, as JSON: https://directindex.org/api/direct/eatbottega.com
- Book: none on record
- Order: https://direct.chownow.com/order/18964/locations/27186?source=pop_up&spot_id=42584&destination=order&promotion=order_online (vendor on own site: ChowNow; found by the scan of 2026-10-14, not yet tested)
- Menu: https://eatbottega.com/brookline-coolidge-corner-bottega-fiorentina-food-menu (html_page; from the scan)
- Hours: Mo-Su 11:00-21:00 (closed now) (from OpenStreetMap)
- Phone: +1-617-232-2661
- Stable links that count: https://directindex.org/go/eatbottega.com/order, https://directindex.org/go/eatbottega.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, ChowNow: Not stated. ChowNow's customer terms (8 September 2025) bar automated means such as spiders, robots and crawlers to download or scrape data, except search engines; they do not address an agent placing an order for a person, and no agent programme was found. Read 2026-10-15: https://get.chownow.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/eatbottega.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/eatbottega.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=eatbottega.com&force=1