--- title: What an AI agent reads on Tiong Hoe Specialty Coffee · The Direct Index url: https://directindex.org/r/tionghoe.com/agent-view?format=md --- [The Direct Index](https://directindex.org/) [Scanner](https://directindex.org/scan)[Cities](https://directindex.org/cities)[Numbers](https://directindex.org/stats)[Rankings](https://directindex.org/rankings)[Search](https://directindex.org/search)[Guides](https://directindex.org/guides)[About](https://directindex.org/about) [Report](https://directindex.org/r/tionghoe.com) · scanned 2026-10-22 # What an AI agent reads on Tiong Hoe Specialty Coffee 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 [tionghoe.com](https://www.tionghoe.com/), taken from the copy the scanner kept. 4,930 characters of text without JavaScript Organization structured data for the business 0 of 3 AI crawlers turned away at the edge Text ## The words an agent gets Title: Coffee Retail & Wholesale Singapore | Tiong Hoe Specialty CoffeeApple PayGoogle PayMastercardVisa · language en. First 1,800 of 4,930 characters: ``` Coffee Retail & Wholesale Singapore | Tiong Hoe Specialty Coffee Skip to content Orders are processed every Sunday and Wednesday evening at 8pm Orders are freshly roasted only on Mondays and Thursdays Orders are processed every Sunday and Wednesday evening at 8pm Orders are freshly roasted only on Mondays and Thursdays Orders are processed every Sunday and Wednesday evening at 8pm Orders are freshly roasted only on Mondays and Thursdays Orders are processed every Sunday and Wednesday evening at 8pm Orders are freshly roasted only on Mondays and Thursdays Orders are processed every Sunday and Wednesday evening at 8pm Orders are freshly roasted only on Mondays and Thursdays Orders are processed every Sunday and Wednesday evening at 8pm Orders are freshly roasted only on Mondays and Thursdays Orders are processed every Sunday and Wednesday evening at 8pm Orders are freshly roasted only on Mondays and Thursdays Orders are processed every Sunday and Wednesday evening at 8pm Orders are freshly roasted only on Mondays and Thursdays Orders are processed every Sunday and Wednesday evening at 8pm Orders are freshly roasted only on Mondays and Thursdays Orders are processed every Sunday and Wednesday evening at 8pm Orders are freshly roasted only on Mondays and Thursdays Menu Search Shop Roasted Beans Capsules Workshops Raw Beans Coffee Cart Wholesale Our Wholesale Services All Equipment Espresso Machines Dalla Corte Jura La Marzocco Conti Commercial Coffee Grinder Automatic Coffee Tamper Capsule Machine Loan Program About About Us Blog FAQ Contact Find Us Contact Us Join Us Tiong Hoe Specialty Coffee Search Login Cart 0 items 0 Shop Coffee Cart Wholesale About Contact Account Shop Roasted Beans Capsules Workshops Raw Beans Wholesale Our Wholesale Services All Equipment Espresso M ``` Facts ## What it can say about the business | A business type in JSON-LD | Organization | | Name | Tiong Hoe Specialty Coffee | | Telephone | no | | Address | no | | Opening hours | no | | Menu or price list | a page on another site order.yqueue.co/sg/menu/tiong-hoe-specialty-coffee-square2 | | Cuisine in structured data | no | | JSON-LD blocks | 2 (BreadcrumbList, ListItem, Organization, SearchAction, WebSite) | Actions ## The links it would act on | Link | Role | Where it goes | | --- | --- | --- | | [tionghoe.com/collections/academy](https://tionghoe.com/collections/academy) | booking | the business's own site | Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/tionghoe.com) 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"}}]} ```