---
title: Porto in October 2026: how usable are its businesses for AI agents? · The Direct Index
url: https://directindex.org/city/porto/2026-10?format=md
---

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 Monthly snapshot · Porto, PT

# Porto in October 2026: how usable are its businesses for AI agents?

544 restaurant and fast food websites scanned, 439 reachable. 34% of the reachable ones turn an AI crawler away at the edge, 40% take a booking or an order on their own domain, 127 score A or B. The month is still running; the page updates hourly.

544

sites scanned

34%

turn an AI crawler away

40%

book or order on their own domain

127

score A or B

For October 2026 so far, 544 restaurants and fast food websites were scanned, with 439 reachable and 105 unreachable from our scanner. Looking at overall performance, grades were A for 37, B for 90, C for 96, D for 83, and F for 238, meaning 127 received an A or B together, which is 23% of the scanned sites. Among the reachable sites, 176 take a booking or an order on their own domain, which is 40% of the reachable sites, while 148 turn at least one AI crawler away at the edge, which is 34% of the reachable sites, and 18 block an AI crawler in robots.txt. When AI assistants were asked where to book or order at the best-scoring businesses, the share of answers that sent people direct to the business's own site or a direct vendor was 76% of 90 answers from ChatGPT, 73% of 90 answers from Claude, and 88% of 90 answers from Gemini.

Durante o mês de outubro de 2026, foram analisados 544 websites de restaurantes e fast food, dos quais 439 estavam acessíveis e 105 inacessíveis ao nosso rastreador. Em termos de avaliação global, 37 obtiveram a nota A, 90 a nota B, 96 a nota C, 83 a nota D e 238 a nota F, totalizando 127 com classificação A ou B, o que representa 23% dos sites analisados. Quanto à reserva ou pedido, 176 sites aceitam pedidos ou reservas no seu próprio domínio, correspondendo a 40% dos sites acessíveis, verificando-se que 155 funcionam no próprio site do business, 21 através de um fornecedor no próprio site do business, 39 apenas através de um marketplace, 27 através de terceiros não reconhecidos e 197 não têm qualquer via disponível. Relativamente aos assistentes de inteligência artificial questionados sobre onde reservar ou pedir nos businesses com melhor pontuação, a percentagem de respostas que encaminhou as pessoas para o site do próprio business ou para um fornecedor direct foi de 76% em 90 respostas no ChatGPT, 73% em 90 respostas no Claude e 88% em 90 respostas no Gemini.

Written by Gemini from the numbers on this page only, 2026-10-16; every number in it is checked against the page before it is shown.

[The live index](https://directindex.org/city/porto) · [what changed](https://directindex.org/city/porto/changes) · [JSON](https://directindex.org/city/porto/2026-10?format=json) · [Markdown](https://directindex.org/city/porto/2026-10?format=md)

 Findings

## The state of the sites at the end of October 2026

Grades

| F | 238 |
| C | 96 |
| B | 90 |
| D | 83 |
| A | 37 |

Menu or price list

| HTML page | 191 |
| none | 180 |
| PDF | 45 |
| on the page | 11 |
| elsewhere | 8 |
| image | 4 |

Direct booking or ordering

| none | 197 |
| own site | 155 |
| marketplace | 39 |
| third party | 27 |
| vendor on own site | 21 |

AI crawlers

| Turn at least one away at the edge | 148 |
| Block one in robots.txt | 18 |
| Unreachable from our scanner | 105 |

Each site counted once, by its latest full scan before the month ended. Menu and channel counts are over the 439 reachable sites.

 Assistants

## Where assistants sent people in October 2026

Each assistant was asked, with web search on, for the website, where to book and where to order, for the top-ranked businesses. Latest answer per business and question before the month ended.

| Assistant | Own site or direct vendor | Marketplace | Directory | Nowhere useful | Answers |
| --- | --- | --- | --- | --- | --- |
| ChatGPT | **76%** | 16% | 0% | 9% | 90 |
| Claude | **73%** | 19% | 2% | 6% | 90 |
| Gemini | **88%** | 10% | 1% | 1% | 90 |

### Asked the way people ask

| Assistant | Own site or direct | Marketplace | Directory | No link | Places |
| --- | --- | --- | --- | --- | --- |
| ChatGPT | **90%** | 0% | 0% | 10% | 39 |
| Claude | **54%** | 6% | 9% | 31% | 35 |
| Gemini | **87%** | 0% | 0% | 13% | 39 |

 Method

## How this page is made

Every business of the index's kind with a website of its own is scanned the same way, about once a month, and every scan is kept. This page takes the latest scan of each site before October 2026 ended, so a site fixed in the following month shows up in the following month's page, not here. A past month does not change. The assistant tables use the latest answer per business and question before the month ended. [Methodology](https://directindex.org/methodology) · [the live index](https://directindex.org/city/porto) · [all cities](https://directindex.org/cities).

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#### Vendors and help

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Business listings from OpenStreetMap contributors, ODbL. Scores under the same licence.

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