# Seen: Agent-Direct Score A (90.8%)

Site: https://seennice.com
Report: https://directindex.org/r/seennice.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.)
Seen is ready for agents.

## Direct links
- Book directly: https://www.seennice.com/en/reservations-en/ (on the business's own site)
- Menu: https://www.seennice.com/en/menu/
- Phone: +33 4 93 16 11 75

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Seen",
  "url": "https://seennice.com",
  "telephone": "+33 4 93 16 11 75",
  "email": "seen.plazanice@anantara-hotels.com",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.6968694,
    "longitude": 7.2682554
  },
  "acceptsReservations": "https://www.seennice.com/en/reservations-en/",
  "hasMenu": "https://www.seennice.com/en/menu/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.seennice.com/en/reservations-en/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## 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.
- **Structured data present (Restaurant).** address, phone
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
20 of 390 in Nice. Top 5% 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 | 80% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 98% | yes |
| Structured data with address, phone and hours | 40% | no |
| Have an llms.txt | 25% | yes |

Nearest places in the index: La Maison de Marie (D, 81 m, https://directindex.org/r/lamaisondemarie.com); Boccaccio (B, 92 m, https://directindex.org/r/boccaccio-nice.com); La Villa d'Este (B, 107 m, https://directindex.org/r/villadeste-nice.com); Gina (C, 123 m, https://directindex.org/r/restaurantgina.com); 1847 (B, 129 m, https://directindex.org/r/le1847.fr); Oscar (B, 137 m, https://directindex.org/r/oscar-restaurant-nice.com); Le Magenta (D, 138 m, https://directindex.org/r/lemagentanice.fr); Onakaya (B, 139 m, https://directindex.org/r/onaka-group.com); Le Liber'tea (D, 152 m, https://directindex.org/r/lelibertea.com); 3 Brasseurs (A, 159 m, https://directindex.org/r/3brasseurs.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 built with WordPress 58% (28% A or B, 36794 sites); This site 90.8%.

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

## Businesses like Seen in Nice

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Nice | 390 | 57% | 32% | 90.8% |
| Built with WordPress in Nice | 105 | 66% | 46% | 90.8% |

The best of Built with WordPress in Nice: CaSa Leya (A 100%, https://directindex.org/r/casaleya.com); 3 Brasseurs (A 95.4%, https://directindex.org/r/3brasseurs.com); La Planxa (A 95.4%, https://directindex.org/r/laplanxa.fr); Jadis (A 92.3%, https://directindex.org/r/jadisnice.fr); Les Sens (A 92.3%, https://directindex.org/r/les-sens-nice.fr).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 3rd of 390 in Nice, up from 20th.

## The direct record
What agents get for Seen, as JSON: https://directindex.org/api/direct/seennice.com
- Book: https://www.seennice.com/en/reservations-en/ (own site; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: https://www.seennice.com/en/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: +33 4 93 16 11 75
- Stable links that count: https://directindex.org/go/seennice.com/book, https://directindex.org/go/seennice.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

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 19 | 25 |
| Actionable | 15 | 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/seennice.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: yes
- 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: yes

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