# Out To Lunch Izakaya: Agent-Direct Score F (0%)

Site: https://outtolunch.pt
Report: https://directindex.org/r/outtolunch.pt
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Out To Lunch Izakaya is largely invisible to agents.
AI assistants cannot open the website of Out To Lunch Izakaya, so they rely on what other sites say about it.

## What to fix first
- **The site turns every visitor without a browser away, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. 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). 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 link on the website.** (+15 points) Agents find no link to follow on the site. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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

## 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": "LocalBusiness",
  "name": "Out To Lunch Izakaya",
  "url": "https://outtolunch.pt",
  "address": "Rua do Rosário 22, 4050-522, Porto",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.147962,
    "longitude": -8.620501
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.

## Where it stands
462 of 482 in Porto. Top 96% 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 | 98% | no |
| Publish the menu or price list as HTML | 86% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 86% | no |
| Structured data with address, phone and hours | 27% | no |
| Have an llms.txt | 37% | no |

Nearest places with a similar menu: Subenshi (F, 366 m, https://directindex.org/r/subenshi.pt); Shifu (B, 528 m, https://directindex.org/r/ramenshifu.com); Buga Ramen Aliados (F, 723 m, https://directindex.org/r/bugaramenlisboa.pt); Tokkotai (C, 742 m, https://directindex.org/r/tokkotai.pt); Domo Domo (C, 950 m, https://directindex.org/r/domodomo.pt); Joy (F, 979 m, https://directindex.org/r/shopjoy.pt); Ramen Joe - Japanese Restaurant (B, 1164 m, https://directindex.org/r/ramenjoept.com); Izakaya (D, 1834 m, https://directindex.org/r/izakaya.pt); Tenda do Tibete (F, 3039 m, https://directindex.org/r/tendadotibete.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 Shopify 58% (37% A or B, 1345 sites); This site 0%.

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

## Businesses like Out To Lunch Izakaya in Porto

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Porto | 482 | 50% | 26% | 0% |
| Sites built with Shopify in Porto | 5 | 48% | 40% | 0% |

The best of the sites built with Shopify in Porto: bbGourmet Boavista (B 78.8%, https://directindex.org/r/bbgourmet.pt); Holy Sandwich Shop (B 76.9%, https://directindex.org/r/vasantvalleyfaridabad.com); Go Natural (C 61.5%, https://directindex.org/r/gonatural.pt); Joy (F 23.1%, https://directindex.org/r/shopjoy.pt).

With the three fixes above (The site turns every visitor without a browser away, AI agents included; No structured data for the business; No booking or ordering link on the website) the score would be about 84.6%: 38th of 482 in Porto, up from 462nd.

## The direct record
What agents get for Out To Lunch Izakaya, as JSON: https://directindex.org/api/direct/outtolunch.pt
- 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): 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 cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 0 | 25 |
| Actionable | 0 | 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: no

Keep watching this business (https://directindex.org/r/outtolunch.pt/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/outtolunch.pt/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=outtolunch.pt&force=1