---
title: What an AI agent reads on Pho 18 · The Direct Index
url: https://directindex.org/r/yelp.fr/agent-view?format=md
---

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 [Report](https://directindex.org/r/yelp.fr) · scanned 2026-10-15

# What an AI agent reads on Pho 18

An assistant's crawler fetches the page once, without running JavaScript, and reads the text, the structured data and the links. This is that view of [yelp.fr](http://www.qype.fr/place/1750473-Pho-tai-tai-Paris), from the copy the scanner kept.

2,441

characters of text without JavaScript

Organization

structured data for the business

3

of 3 AI crawlers turned away at the edge (GPTBot, ClaudeBot, PerplexityBot)

 Text

## The words an agent gets

Title: Restaurants, dentistes, bars, salons de beauté, médecins à New York - YelpBack ButtonSearch IconFilter Icon · language fr-FR. First 1,800 of 2,441 characters:

```
Restaurants, dentistes, bars, salons de beauté, médecins à New York - Yelp YelpYelp pour les professionnelsÉcrire un avisStart a ProjectSe connecterS’inscrireRestaurantsMaison et JardinServices autoHealth & BeautyTravel & ActivitiesPlusEntrez en contact avec les meilleurs commerces près de chez vousRevivalPhoto par Ashley T.Activité récenteLonnie K. added 15 photos17 minutes agoYaaas Tea49$Pas cherBubble Tea, Cafés et thés, Petit déjeuner & brunch1 likelikes 21 likelikes 2Show all 15 photosCyrus A. added 3 photos23 minutes agoFumo Soho43Italien, Petit déjeuner & brunch, Pizza1 likelikes 21 likelikes 2Show all 3 photosLizzie Y. added 35 photos1 hour agoHatsu Omakase102Sushis, Fruits de mer, Soupes2 likeslikes 32 likeslikes 3Show all 35 photosSteven Jon K. added 4 photos1 hour agoVezir30Turc, Kebabs likes 1 likes 1Show all 4 photosLizzie Y. added 3 photos1 hour agoGentle Monster45$$$CherLunettes & Opticien2 likeslikes 32 likeslikes 3Show all 3 photosAfficher plus d'activitésCatégoriesRestaurantsShoppingVie nocturneSports et activités de loisirsSalons de beauté & SpasAutomobileMaison & TravauxPlusÀ proposÀ propos de YelpCarrièresPresseRelations investisseursTrust & SafetyRèglementConditions d’utilisationPolitique de confidentialitéOptions annoncesManage CookiesDécouvrirCollectionsTchatÉvénementsBlog YelpAideYelp mobileDéveloppeursRSSYelp pour les professionnelsYelp pour les professionnelsBusiness Owner LoginRevendiquez la page de votre commerceFaites de la publicité sur YelpYelp Guest ManagerBusiness ResourcesSupport pour les professionnelsMarketing & Advertising AgenciesYelp Data for B2BAgentic AILanguesFrançaisPaysFranceYelpÀ proposBlogAideConditionsPolitique de confidentialitéManage CookiesYelp pour les professionnelsMarketing & Advertising AgenciesYelp Data for B2BCopy
```

 Facts

## What it can state about the business

| A business type in JSON-LD | Organization |
| Name | Yelp |
| Telephone | no |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (BreadcrumbList, CollectionPage, EntryPoint, ImageObject, ItemList, ListItem) |

 Actions

## The links it would act on

No booking or ordering link found. An agent has nothing to act on.

Everything here comes from one fetch of the homepage as a crawler; the [report](https://directindex.org/r/yelp.fr) turns it into a score and fixes, with a kit to paste.

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#### Use it

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#### For agents

[llms.txt](https://directindex.org/llms.txt)[llms-full.txt](https://directindex.org/llms-full.txt)[OpenAPI](https://directindex.org/openapi.json)[MCP server](https://directindex.org/.well-known/mcp/server-card.json)[A2A agent](https://directindex.org/.well-known/agent-card.json)[Direct feeds](https://directindex.org/direct.json)

#### Data

[Open data, CSV and JSON](https://directindex.org/data)[The quarterly edition](https://directindex.org/editions)[City data, JSON and Markdown](https://directindex.org/cities)[Sitemap](https://directindex.org/sitemap.xml)

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

```json
{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://directindex.org/#org","name":"The Direct Index","url":"https://directindex.org/","logo":"https://directindex.org/favicon.svg","founder":{"@type":"Person","name":"Antonio Curado"},"description":"Independent measurement of whether AI agents can find, read and act on a business's own website."},{"@type":"WebSite","@id":"https://directindex.org/#site","url":"https://directindex.org/","name":"The Direct Index","publisher":{"@id":"https://directindex.org/#org"},"inLanguage":"en","potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://directindex.org/scan?url={url}"},"query-input":"required name=url"}},{"@type":"WebAPI","name":"The Direct Index API","url":"https://directindex.org/openapi.json","documentation":"https://directindex.org/llms-full.txt","provider":{"@id":"https://directindex.org/#org"}}]}
```