# Pizza Lino: Agent-Direct Score F (23.9%)

Site: http://www.pizzalino.net/
Report: https://directindex.org/r/pizzalino.net
Scanned: 2026-10-20 (Provisional, with the action test still to come. The hatched part of the bar isn't measured yet.)
Pizza Lino is largely invisible to agents.
AI assistants can't open Pizza Lino's website, so they go by what other sites say about it.

## Direct links
- Menu: https://pizzalino.net/blog-2/nos-pizzas-traditionnelles/
- Address: 72
- Hours, from OpenStreetMap · Overture Maps: Mon–Fri 11:30–14:00, 18:00–22:15; Sat–Sun 18:00–22:15

## Nearby, also direct
Places near Pizza Lino that take a booking or an order on their own website, with no marketplace in between.
- Bucado Marseille (70 m): https://directindex.org/r/bucado-marseille.com
- ubud-bali (70 m): https://directindex.org/r/ubud-marseille.com
- Bao restaurant Marseille (90 m): https://directindex.org/r/bao-marseille.com
- Au Petit Amandier (140 m): https://directindex.org/r/aupetitamandier.com
- M Rencontre - Restaurant (180 m): https://directindex.org/r/mrencontre-restaurant.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
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website

## What the site tells visitors (Measured, not scored)
- **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": "Pizza Lino",
  "url": "http://www.pizzalino.net/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "72"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.2853218,
    "longitude": 5.3814739
  },
  "openingHours": "Mo-Fr 11:30-14:00,18:00-22:15; Sa,Su 18:00-22:15",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "11:30",
      "closes": "14:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "18:00",
      "closes": "22:15"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "18:00",
      "closes": "22:15"
    }
  ],
  "hasMenu": "https://pizzalino.net/blog-2/nos-pizzas-traditionnelles/"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
659 of 747 in Marseille. Top 88% 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 | 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 in the index: Bien etre et petit plat (D, 48 m, https://directindex.org/r/beepp.fr); Bucado Marseille (A, 66 m, https://directindex.org/r/bucado-marseille.com); ubud-bali (B, 73 m, https://directindex.org/r/ubud-marseille.com); Lima Lemon (C, 88 m, https://directindex.org/r/restaurant-limalemonmarseille.fr); Bao restaurant Marseille (B, 92 m, https://directindex.org/r/bao-marseille.com); Brasserie de la Place (F, 131 m, https://directindex.org/r/youtac.app); Au Petit Amandier (A, 139 m, https://directindex.org/r/aupetitamandier.com); Le 24 (C, 142 m, https://directindex.org/r/lerestaurant24.fr); Maison Boheme (B, 170 m, https://directindex.org/r/restaurantmaisonboheme.fr); M Rencontre - Restaurant (C, 176 m, https://directindex.org/r/mrencontre-restaurant.fr).

## What assistants answer
Asked on 2026-10-27 with web search on. 67% of the answers pointed to the business's own site or to a vendor working for it. That share is the Cited part of the score.
| Assistant | Official website? | Where to book? | Where to order? |
|---|---|---|---|
| ChatGPT | own site | own site | marketplace: ubereats |
| Gemini | own site | directory: google_maps | own site |

The assistants were asked 12 everyday questions about Marseille and named 65 places. Pizza Lino wasn't one of them. See who was named: https://directindex.org/city/marseille/recommended


**What ChatGPT said, Official website? (2026-10-27):** https://pizzalino.net/ (pizzalino.net (https://pizzalino.net/?utmsource=openai))

**What ChatGPT said, Where to book? (2026-10-27):** Pizza Lino at 72 Rue Edmond Rostand doesn’t appear to accept table reservations online. You can check its website or call +33 4 91 81 61 61 to confirm: pizzalino.net (https://pizzalino.net/) (pizzalino.net (https://pizzalino.net/?utmsource=openai))

**What ChatGPT said, Where to order? (2026-10-27):** You can order from Pizza Lino through Uber Eats. Enter your delivery address to check availability: Order Pizza Lino on Uber Eats (https://www.ubereats.com/fr/store/pizza-lino/pXnkNl51Qg2yH1-b6ZpEA). (ubereats.com…

**What Gemini said, Official website? (2026-10-27):** The official website for Pizza Lino, a fast food establishment in Marseille, France, is https://pizzalino13.wordpress.com.

**What Gemini said, Where to book? (2026-10-27):** You can book a table online for Pizza Lino in Marseille through Resto.fr. Here is the link you should use: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQESvba1bP8sGIQQs3CsXSHsQgJKc6nef0X50dJyoOqcLFdhrwU7PbOoGF8FfNRAXRjxzxTjZv2yMQOul8Fcl0SAElJyw7-h529WJORJwbdlsR6o8YDFHY3mba1uV7Tu-ua- -oK5A4PiWxlHJD7eokQmDCUcWnTPsnXCeXulAoghPODSCv2SbCtt8

**What Gemini said, Where to order? (2026-10-27):** To order food online from Pizza Lino, a fast-food establishment in Marseille, France, you can use the following platforms: Uber Eats: You can place an order directly through Uber Eats. Here is the link for Pizza Lino on Uber Eats Marseille: https://www.ubereats.com/fr/store/pizza-lino/f8WnU54hR9y9T1QBa-Q (https://www.ubereats.com/fr/store/pizza-lino/f8WnU54hR9y9T1QBa-Q) Deliveroo: Pizza Lino also offers delivery…

Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); This site 23.9%.

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

## Why the assistants send people elsewhere
Why (2026-10-27): Because the website blocks AI agents and lacks booking and ordering options, ChatGPT directed users to Uber Eats and Gemini directed them to Google Maps instead.

## Businesses like Pizza Lino in Marseille

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Marseille | 747 | 56% | 38% | 23.9% |
| Sites built with WordPress in Marseille | 242 | 64% | 40% | 23.9% |

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 three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; No booking or ordering link on the website), the score would be about 88.6%. That would be 76th of 747 in Marseille, up from 659th.

## The direct record
What agents get for Pizza Lino, as JSON: https://directindex.org/api/direct/pizzalino.net
- Book: none on record
- Order: none on record
- Menu: https://pizzalino.net/blog-2/nos-pizzas-traditionnelles/ (html_page; from the scan)
- Hours: Mo-Fr 11:30-14:00,18:00-22:15; Sa,Su 18:00-22:15 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/pizzalino.net/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 | 7 | 25 |
| Actionable | 0 | 15 (the action test: pending) |
| Cited | 13.3 | 20 |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

Keep watching this business (https://directindex.org/r/pizzalino.net/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/pizzalino.net/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=pizzalino.net&force=1