# SoleLuna Cafe: Agent-Direct Score F (39.4%)

Site: http://www.solelunacafe.com
Report: https://directindex.org/r/solelunacafe.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
SoleLuna Cafe is largely invisible to agents.
Some AI assistants are turned away by SoleLuna Cafe's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to OpenTable, a marketplace.

## Direct links
- Phone: (619) 232-0436
- Address: 702 Ash St. Suite. E, 92101, San Diego

## Nearby, also direct
Places near SoleLuna Cafe that take a booking or an order on their own website, with no marketplace in between.
- Roma Mia (700 m): https://directindex.org/r/romamiasd.com
- Asti Ristorante (790 m): https://directindex.org/r/astisandiego.com
- Osteria Panevino (800 m): https://directindex.org/r/osteriapanevino.com
- Sogno Di Vino (930 m): https://directindex.org/r/sognodivinosd.com
- Buon Appetito (940 m): https://directindex.org/r/buonappetitosandiego.com

## What to fix first
- **Booking only through opentable.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **robots.txt blocks GPTBot, ClaudeBot, Google-Extended.** (+3.7 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 llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "SoleLuna Cafe",
  "url": "http://www.solelunacafe.com",
  "telephone": "(619) 232-0436",
  "address": "702 Ash St. Suite. E, 92101, San Diego",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 32.71991261921463,
    "longitude": -117.15847977998898
  }
}
</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.

```
# SoleLuna Cafe

> organization (italian) in 702 Ash St. Suite. E, 92101, San Diego, San Diego. Phone (619) 232-0436.

## About

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

## Already right
- **Structured data found (Organization).** no address, phone or hours in it
- **OpenTable works with agents through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Terms read on 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
1558 of 2243 in San Diego. Top 69% of the sites scanned in this index.

| What the top 10% 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 | 94% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | no |
| Structured data with address, phone and hours | 62% | no |
| Have an llms.txt | 37% | no |

Nearest places with a similar menu: Operacaffe (B, 680 m, https://directindex.org/r/operacaffe.com); The MerK (F, 686 m, https://directindex.org/r/themerk.com); Roma Mia (B, 699 m, https://directindex.org/r/romamiasd.com); Asti Ristorante (B, 790 m, https://directindex.org/r/astisandiego.com); Osteria Panevino (B, 795 m, https://directindex.org/r/osteriapanevino.com); Double Standard Kitchenette (F, 836 m, https://directindex.org/r/doublestandardsd.com); Vinarius Wine Bar & Restaurant (C, 908 m, https://directindex.org/r/vinariussd.com); Sogno Di Vino (B, 934 m, https://directindex.org/r/sognodivinosd.com); Buon Appetito (A, 940 m, https://directindex.org/r/buonappetitosandiego.com); Petrini's (C, 943 m, https://directindex.org/r/petrinis-sandiego.com).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 22 everyday questions about San Diego and named 100 places. SoleLuna Cafe wasn't one of them. See who was named: https://directindex.org/city/san-diego/recommended


Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); Sites using OpenTable 69% (51% A or B, 6152 sites); This site 39.4%.

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

## Businesses like SoleLuna Cafe in San Diego

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Diego | 2243 | 55% | 36% | 39.4% |
| Sites built with WordPress in San Diego | 560 | 65% | 45% | 39.4% |
| Sites using OpenTable in San Diego | 141 | 73% | 66% | 39.4% |
| Sites built with WordPress and using OpenTable in San Diego | 63 | 74% | 73% | 39.4% |

The best of the sites built with WordPress and using OpenTable in San Diego: Buca di Beppo (A 100%, https://directindex.org/r/dineatbuca.com); Piedra Santa (A 100%, https://directindex.org/r/piedrasantasd.com); Scuderie Italia (A 100%, https://directindex.org/r/scuderieitalia.com); Slowly Restaurant + Bar (A 100%, https://directindex.org/r/slowlysd.com); Tavola Nostra (A 100%, https://directindex.org/r/tavolanostrapizzeria.com).

With the three fixes above (Booking only through opentable; Structured data is incomplete; No menu or price list found), the score would be about 79.4%. That would be 463rd of 2,243 in San Diego, up from 1558th.

## The direct record
What agents get for SoleLuna Cafe, as JSON: https://directindex.org/api/direct/solelunacafe.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: (619) 232-0436

## 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, OpenTable: Through partners. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 14.6 | 25 |
| Readable | 8 | 25 |
| Actionable | 3 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 2 of 5, Bot-Aware. Cloudflare's report: https://isitagentready.com/solelunacafe.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: yes
- 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: yes
- 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: yes

Keep watching this business (https://directindex.org/r/solelunacafe.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/solelunacafe.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=solelunacafe.com&force=1
