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

[The Direct Index](https://directindex.org/)
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 [Report](https://directindex.org/r/labx.org) · scanned 2026-10-20

# What an AI agent reads on LabX

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 [labx.org](https://labx.org/), taken from the copy the scanner kept.

4,421

characters of text without JavaScript

none

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: LabX - A Public Engagement Testbed from NAS · language en-US. First 1,800 of 4,421 characters:

```
LabX - A Public Engagement Testbed from NAS Skip to content Our Programs adef x LabX Awesome Games Done Quick AGDQ 24′ AGDQ 26′ Bloomfall Chemists in the Kitchen Season 1 Season 2 Season 3 Season 4 Season 5 Season 6 Extreme Event Friday Findings I Was Born Tracy Drain Morgan Belle Michael Mendez Tshaka Cunningham JR Houston Harut Urfalyan Sue Wessler LabX Out Loud 44Ever La Pomada Destroy Boys & LabX The Tree Of Life Wrong Answers Only Bees Cybersecurity Comedians & Climate Science Swarms Relationships Ice CreamAbout LabX Our Team Advisory Board Marian Koshland Contact Us DonatePast Projects Cat Colony Crisis Drawn To Science Glitch Squad Research to Reward The 1924: A Science Speakeasy The 1924: Bats The 1924: Home The 1924: Superstition The 1924: Science Speed-Dating! The Science Behind ItGet Updates Search field required Search Bold experiments with a variety of creative—sometimes even unorthodox—approaches designed to reach diverse audiences. LabX is a program of the National Academy of Sciences OUR LATEST: Color-Changing Cocktails (opens in new tab) Discover the chemistry behind one of nature’s most colorful ingredients in the latest episode of Chemists in the Kitchen. Using butterfly pea flowers to create vibrant cocktails, our chemists investigate the natural pigments called anthocyanins and reveal why a splash of lemon juice can transform a deep blue drink into brilliant shades of purple and pink. Along the way, they compare butterfly pea flowers with red cabbage and demonstrate how changes in pH alter the way these pigments interact with light. From brewing a simple syrup to experimenting with acidic and basic ingredients, this episode brings together chemistry, cooking, and a little bit of mixology to uncover the science behind every color change. Whether you’
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | 2023342000 (a tel: link, not structured) |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (WebSite, microdata:CreativeWork, microdata:ImageObject, microdata:SiteNavigationElement, microdata:WPFooter, microdata:WPHeader) |

 Actions

## The links it would act on

No booking or ordering link found; only a phone number (2023342000). An agent has nothing to act on.

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/labx.org) 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"}}]}
```