# Picteau Lounge - Hotel Lungarno: Agent-Direct Score F (38.5%)

Site: https://lungarnocollection.com
Report: https://directindex.org/r/lungarnocollection.com
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Picteau Lounge - Hotel Lungarno is largely invisible to agents.

## Direct links
- Book directly: https://www.sevenrooms.com/explore/borgosanjacopo/reservations/create/search/landing?lang=it&venues=borgosanjacopo%2Ccaffdelloro (through sevenrooms acting for the business)

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). 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
- **The server turns AI crawlers away at the door.** (+10 points) Live fetches as GPTBot (challenge:access denied), ClaudeBot (challenge:access denied), PerplexityBot (challenge:access denied) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. 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": "BarOrPub",
  "name": "Picteau Lounge - Hotel Lungarno",
  "url": "https://lungarnocollection.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Borgo San Iacopo 14",
    "postalCode": "50125"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.7680329,
    "longitude": 11.2516464
  },
  "acceptsReservations": "https://www.sevenrooms.com/explore/borgosanjacopo/reservations/create/search/landing?lang=it&amp;venues=borgosanjacopo%2Ccaffdelloro",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.sevenrooms.com/explore/borgosanjacopo/reservations/create/search/landing?lang=it&amp;venues=borgosanjacopo%2Ccaffdelloro",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Picteau Lounge - Hotel Lungarno

> bar or pub in Borgo San Iacopo 14 50125, Florence cafes and bars.

## Book or order directly

- Book: https://www.sevenrooms.com/explore/borgosanjacopo/reservations/create/search/landing?lang=it&amp;venues=borgosanjacopo%2Ccaffdelloro (through sevenrooms acting for the business)

## About

- Website: https://lungarnocollection.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.
- **Booking through sevenrooms 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 (F then)
- Fixed: The site could not be read at all
- New: The server turned AI crawlers away at the door; No structured data for the business; No menu or price list; No llms.txt

## Where it stands
48 of 50 in Florence cafes and bars. Top 96% 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 | 60% | yes |
| Publish the menu or price list as HTML | 50% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | no |
| Structured data with address, phone and hours | 40% | no |
| Have an llms.txt | 40% | no |

Nearest places in the index: Maioli (C, 130 m, https://directindex.org/r/bistrotpasticceriamaioli.it); Amblé (C, 142 m, https://directindex.org/r/amble.it); Le Volpi e L'uva (C, 147 m, https://directindex.org/r/levolpieluva.com); Rivoire (D, 329 m, https://directindex.org/r/rivoire.it); Volume (F, 337 m, https://directindex.org/r/volume.fi.it); Colle Bereto (C, 359 m, https://directindex.org/r/cafecollebereto.com); Loggia Roof Bar (C, 392 m, https://directindex.org/r/palazzoguadagni.com); Caffè Gilli (D, 484 m, https://directindex.org/r/caffegilli.com); Love Craft (F, 490 m, https://directindex.org/r/lovecraftfirenze.it); ChiaroScuro (B, 546 m, https://directindex.org/r/chiaroscurofirenze.it).

## 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 SevenRooms 71% (53% A or B, 669 sites); This site 38.5%.

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

## Businesses like Picteau Lounge - Hotel Lungarno in Florence cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Florence cafes and bars | 50 | 45% | 12% | 38.5% |
| Using SevenRooms in Florence cafes and bars | 1 | 68% | 0% | 38.5% |

The best of Same kind in Florence cafes and bars: Fico (B 81.5%, https://directindex.org/r/eatbu.com); Jazz Bistrot (B 78.8%, https://directindex.org/r/jazzbistrot.it); Kitsch (B 78.5%, https://directindex.org/r/yakiniku-murakami.com); Rusticheria (B 75.4%, https://directindex.org/r/rusticheriafirenze.it); ChiaroScuro (B 73.8%, https://directindex.org/r/chiaroscurofirenze.it).

With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; No menu or price list found) the score would be about 87.7%: first of 50 in Florence cafes and bars.

This site appears in 2 cities (3 places on lungarnocollection.com). https://directindex.org/brand/lungarnocollection.com

## The direct record
What agents get for Picteau Lounge - Hotel Lungarno, as JSON: https://directindex.org/api/direct/lungarnocollection.com
- Book: https://www.sevenrooms.com/explore/borgosanjacopo/reservations/create/search/landing?lang=it&amp;venues=borgosanjacopo%2Ccaffdelloro (vendor on own site: SevenRooms; found by the scan of 2026-10-15, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/lungarnocollection.com/book

## 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): no
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no
- 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): no
- 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/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 15 | 25 |
| Readable | 0 | 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/lungarnocollection.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: yes
- 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/lungarnocollection.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=lungarnocollection.com&force=1