# Caffè Lietta: Agent-Direct Score F (23.1%)

Site: https://www.caffelietta.it/
Report: https://directindex.org/r/caffelietta.it
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.)
Caffè Lietta is largely invisible to agents.

## 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
- **No booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User.** (+10 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents
- **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": "CafeOrCoffeeShop",
  "name": "Caffè Lietta",
  "url": "https://www.caffelietta.it/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Piazza della Libertà 8 R",
    "addressLocality": "Firenze",
    "addressCountry": "IT"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.7833538,
    "longitude": 11.2616311
  }
}
</script>
```

robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers.

```
# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /
```

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

```
# Caffè Lietta

> cafe or coffee shop in Piazza della Libertà 8 R Firenze, Florence cafes and bars.

## About

- Website: https://www.caffelietta.it/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.

## Since the scan of 2026-10-14 (F then)
- Fixed: nothing
- New: nothing

## Where it stands
43 of 50 in Florence cafes and bars. Top 86% 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% | no |
| 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: Finnegan Irish Pub (D, 388 m, https://directindex.org/r/finneganpub.com); Kitsch (B, 627 m, https://directindex.org/r/yakiniku-murakami.com); Gran Caffè San Marco (D, 683 m, https://directindex.org/r/grancaffesanmarco.it); Shake Café (F, 770 m, https://directindex.org/r/shakecafe.it); Fico (B, 1212 m, https://directindex.org/r/eatbu.com); Yi Fang Tea (D, 1219 m, https://directindex.org/r/yifangteaglobal.com); Gelateria Badiani (D, 1225 m, https://directindex.org/r/gelateriabadiani.it); 12oz (D, 1264 m, https://directindex.org/r/12ozcj.com); Starbucks (C, 1297 m, https://directindex.org/r/starbucks.com); Machi machi (D, 1299 m, https://directindex.org/r/machitea.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 23%, 2026-10-14 23%.

Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); This site 23.1%.

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

## Businesses like Caffè Lietta in Florence cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Florence cafes and bars | 50 | 45% | 12% | 23.1% |
| Built with WordPress in Florence cafes and bars | 20 | 50% | 5% | 23.1% |

The best of Built with WordPress in Florence cafes and bars: Jazz Bistrot (B 78.8%, https://directindex.org/r/jazzbistrot.it); Loggia Roof Bar (C 67.5%, https://directindex.org/r/palazzoguadagni.com); Bottega artigiana del gusto (C 64.6%, https://directindex.org/r/bottegaartigianadelgusto.it); Lion's Fountain Irish Pub (C 61.5%, https://directindex.org/r/thelionsfountain.com); Unione ricreativa dei lavoratori di San Niccolò (C 61.5%, https://directindex.org/r/arcifirenze.it).

With the three fixes above (No structured data for the business; No booking or ordering path at all; robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User) the score would be about 84.6%: first of 50 in Florence cafes and bars.

## The direct record
What agents get for Caffè Lietta, as JSON: https://directindex.org/api/direct/caffelietta.it
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: none on record

## 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

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 15 | 25 |
| Readable | 0 | 25 |
| Actionable | 0 | 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/caffelietta.it
- 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: no

Deep report: https://directindex.org/r/caffelietta.it/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=caffelietta.it&force=1