# Dolce Pizza: Agent-Direct Score D (47.7%)

Site: https://www.dolce-pizza-marseille.com/
Report: https://directindex.org/r/dolce-pizza-marseille.com
Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Dolce Pizza is hard for agents to use.
AI assistants can't open Dolce Pizza's website, so they go by what other sites say about it.

## Direct links
- Order directly: https://dolce-pizza-marseille.com/commander-en-ligne/ (on the business's own site)
- Menu: https://dolce-pizza-marseille.com/les-classiques/
- Phone: +33 4 91 555 444
- Hours, from OpenStreetMap · Overture Maps: Mon–Thu 18:00–22:00; Fri–Sun 18:15–22:15

## Nearby, also direct
Places near Dolce Pizza that take a booking or an order on their own website, with no marketplace in between.
- Santa Pizza (360 m): https://directindex.org/r/santapizza.fr
- Nul Part Ailleurs (470 m): https://directindex.org/r/restaurantnulpartailleurs.com
- Restaurant Au Vieux Port (530 m): https://directindex.org/r/sur-le-port-brasserie-marseille.com
- Pizza Mongelli Marseille (710 m): https://directindex.org/r/pizza-mongelli.com
- Chez Sauveur (870 m): https://directindex.org/r/chezsauveur.fr

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (challenge:checking your browser). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## What the site tells visitors (Measured, not scored)
- **The footer says © 2023.** Visitors and assistants may read that year as the last time anyone looked after the site. In Marseille, 75% of comparable sites that show a year say 2025 or later.
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Marseille, 22% of comparable sites declare one.

## 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": "FastFoodRestaurant",
  "name": "Dolce Pizza",
  "url": "https://www.dolce-pizza-marseille.com/",
  "telephone": "+33 4 91 555 444",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.2891056,
    "longitude": 5.3728589
  },
  "openingHours": "Mo-Th 18:00-22:00; Fr-Su 18:15-22:15",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "18:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "18:15",
      "closes": "22:15"
    }
  ],
  "servesCuisine": [
    "pizza"
  ],
  "hasMenu": "https://dolce-pizza-marseille.com/les-classiques/",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://dolce-pizza-marseille.com/commander-en-ligne/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
477 of 747 in Marseille. Top 64% 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% | yes |
| Publish the menu or price list as HTML | 90% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | no |
| Structured data with address, phone and hours | 55% | no |
| Have an llms.txt | 34% | no |

Nearest places with a similar menu: Santa Pizza (B, 360 m, https://directindex.org/r/santapizza.fr); Nul Part Ailleurs (A, 473 m, https://directindex.org/r/restaurantnulpartailleurs.com); Casa Pizza (F, 529 m, https://directindex.org/r/pizzamarseille.fr); Restaurant Au Vieux Port (A, 530 m, https://directindex.org/r/sur-le-port-brasserie-marseille.com); So.ma.rest (F, 635 m, https://directindex.org/r/zenzen.com); La Bonne Mère (F, 672 m, https://directindex.org/r/la-bonne-mer-restaurant-marseille.fr); Pizza Mongelli Marseille (B, 711 m, https://directindex.org/r/pizza-mongelli.com); Chez Sauveur (B, 874 m, https://directindex.org/r/chezsauveur.fr); Five Pizza Original (F, 914 m, https://directindex.org/r/fivepizzaoriginal.com); La Bella Pizza (B, 969 m, https://directindex.org/r/la-bella-pizza.fr).

## 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.

Recommended when people ask: "Best pizza delivered to where I'm staying, right now." (Gemini)


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); This site 47.7%.

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

## Named by Gemini for "Best pizza delivered to where I'm staying, right now" in Marseille, October 2026
- "Best pizza delivered to where I'm staying, right now." (2026-10-17): Gemini with a link to this site. https://directindex.org/city/marseille/recommended/pizza-delivery
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/dolce-pizza-marseille.com.svg

## Businesses like Dolce Pizza in Marseille

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Marseille | 747 | 56% | 38% | 47.7% |
| Sites built with WordPress in Marseille | 242 | 64% | 40% | 47.7% |

The best of the sites built with WordPress in Marseille: Basilic & Co (A 100%, https://directindex.org/r/basilic-and-co.com); Julien et Barnabé (A 100%, https://directindex.org/r/julienetbarnabe.com); L'Esplaï du Grand Bar des Goudes (A 100%, https://directindex.org/r/grandbardesgoudes.fr); LUNI GRAND LITTO (A 100%, https://directindex.org/r/lunicco.fr); pizza franceschi (A 100%, https://directindex.org/r/franceschipizza.com).

With the two fixes above (The site turns away every visitor that isn't a browser, AI agents included; Structured data is incomplete), the score would be about 95.4%. That would be 21st of 747 in Marseille, up from 477th.

## The direct record
What agents get for Dolce Pizza, as JSON: https://directindex.org/api/direct/dolce-pizza-marseille.com
- Book: none on record
- Order: https://dolce-pizza-marseille.com/commander-en-ligne/ (own site; found by the scan of 2026-10-20, not yet tested)
- Menu: https://dolce-pizza-marseille.com/les-classiques/ (html_page; from the scan)
- Hours: Mo-Th 18:00-22:00; Fr-Su 18:15-22:15 (closed now) (from OpenStreetMap)
- Phone: +33 4 91 555 444
- Stable links that count: https://directindex.org/go/dolce-pizza-marseille.com/order, https://directindex.org/go/dolce-pizza-marseille.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): 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

Only a real browser got this page (a plain fetch got challenge:checking your browser); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 16 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/dolce-pizza-marseille.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/dolce-pizza-marseille.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=dolce-pizza-marseille.com&force=1