---
title: What an AI agent reads on ณพนันต์ มังสวิรัติ · The Direct Index
url: https://directindex.org/r/happycow.net/agent-view?format=md
---

[The Direct Index](https://directindex.org/)
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 [Report](https://directindex.org/r/happycow.net) · scanned 2026-10-24

# What an AI agent reads on ณพนันต์ มังสวิรัติ

An assistant's crawler fetches the page once, without running JavaScript, and reads the text, the structured data and the links. Below is what it gets from [happycow.net](https://www.happycow.net/reviews/nop-nan-bangkok-102144), taken from the copy the scanner kept.

17,046

characters of text without JavaScript

none

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: Nop Nan - Bangkok Restaurant - HappyCow · language en. First 1,800 of 17,046 characters:

```
Nop Nan - Bangkok Restaurant - HappyCow HappyCow Restaurants Café Bakery Ice Cream Shop Food truck Juice Bar Fine Dining Vegan Tours Blog Forum Ambassadors Shop Like You Give a Damn Restaurants Juice Bar Café Bakery Ice Cream Shop Food truck Fine Dining Vegan Tours Blog Forum Ambassadors Shop Like You Give a Damn Home Explore Organic Stores Shop Community Write review Add listing Log in Add listing Write review Log in Log in Log in or sign up Welcome! Let's get this started. Next or Continue with Google Continue with Facebook Continue with Apple Finish logging in. Change Forgot Password? Log in Email me a log in link https://www.happycow.net Asia Thailand View all Bangkok listings Bangkok 174 All Photos (174) Nop Nan (64) 218 Closed Today Vegan Vegan Japanese Thai Buffet Take-out Vegan eatery with lots of mock meat dishes, some sushi. Has menu with photos and English names of the dishes. Or order from a buffet of pre-cooked dishes. Look for yellow-red "jay" (veg) character in front of the building. Open Mon-Sat 7:00am-7:00pm. Closed Sun. More Add Review Add Photos Call Share Trip Favorite Leaflet | Protomaps | © OpenStreetMap contributors 77, 31 Charoen Krung 63 Alley, Yan Nawa, Sathon, Bangkok, Thailand, 10120 Monday 7:00am - 7:00pm Tuesday 7:00am - 7:00pm Wednesday 7:00am - 7:00pm Thursday 7:00am - 7:00pm Friday 7:00am - 7:00pm Saturday 7:00am - 7:00pm View all open hours +66-886450629 Last update on 24 Jan 2026 by Guest Update business info Are you the owner? Claim this business Added by olli191 on 02 Oct 2017 Add Review Add Photos 64 Reviews First Review by adsr Default Newest First Oldest First Highest Rating Lowest Rating Veg Status Most Points Results 18 27 81 Conniemm Points +2098 Vegan 27 Feb 2026 It was decent - Edit I wasn't wowed by the broccoli stir fry dis
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | +66-886450629 (a tel: link, not structured) |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 0 (microdata:AggregateRating, microdata:BreadcrumbList, microdata:ImageGallery, microdata:ImageObject, microdata:ListItem, microdata:LocalBusiness) |

 Actions

## The links it would act on

No booking or ordering link found; only a phone number (+66-886450629). An agent has nothing to act on.

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/happycow.net) turns it into a score and a list of fixes, with code to paste.

#### The Direct Index

[Why direct](https://directindex.org/why)[What agent-direct means](https://directindex.org/agent-direct)[About and principles](https://directindex.org/about)[Methodology](https://directindex.org/methodology)[Privacy](https://directindex.org/privacy)[Terms](https://directindex.org/terms)[Corrections](https://directindex.org/corrections)[Legal notice](https://directindex.org/legal)

#### Use it

[Free scanner](https://directindex.org/scan)[City indexes](https://directindex.org/cities)[Search the index](https://directindex.org/search)[Rankings](https://directindex.org/rankings)[What assistants recommend](https://directindex.org/assistants)[Ask the index](https://directindex.org/ask)

#### Vendors and help

[Booking and ordering vendors](https://directindex.org/vendors)[Which vendors' terms allow agents](https://directindex.org/vendors/terms)[Vendor verification](https://directindex.org/vendors/verification)[Website builders](https://directindex.org/builders)[Who can fix this](https://directindex.org/providers)[For agencies](https://directindex.org/agency)

#### 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 come from OpenStreetMap contributors, under the ODbL. Scores are published 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","email":"hello@directindex.org","founder":{"@type":"Person","@id":"https://directindex.org/#antonio","name":"Antonio Curado","sameAs":["https://x.com/ab_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"}}]}
```