--- title: What an AI agent reads on Esperance Clinic · The Direct Index url: https://directindex.org/r/bumrungrad.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/bumrungrad.com) · scanned 2026-10-22 # What an AI agent reads on Esperance Clinic 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 [bumrungrad.com](https://www.esperance.com/), taken from the copy the scanner kept. 30,693 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: Esperance Integrative Cancer Clinic | Bangkok Thailand · language en. First 1,800 of 30,693 characters: ``` Esperance Integrative Cancer Clinic | Bangkok Thailand bih.button.backtotop.text Log In Create Account Profile Sign out EN TH - ไทยMM - မြန်မာID - BahasaJP - 日本語ZH - 中文(简体) Log In Create Account Profile Sign out bih.telemedicine.text EN TH - ไทยMM - မြန်မာID - BahasaJP - 日本語ZH - 中文(简体) About BumrungradAbout BumrungradAccreditation and AwardsFactsheetInvestor RelationsThe Bumrungrad FoundationVision/Mission and ValuesExcellence clinical outcomes About BumrungradAccreditation and AwardsFactsheetInvestor RelationsThe Bumrungrad FoundationVision/Mission and ValuesExcellence clinical outcomes Patient ServicesBumrungrad applicationBumrungrad in your LanguageBumrungrad Split Payment Bumrungrad WalletBumrungrad Health VaultExpatriate Liaison Center Healthcare to your homeHealth Risk AssessmentRecommended AccommodationsInpatient RoomsInsurance We AcceptInternational Referral OfficesMedical Coordination OfficePatient FeedbackPatient PrivilegePatient Services OverviewPayment OptionsMed2Home – Online Medication Order & DeliveryTele-Consultation with DoctorTelemedicine on demand Pre-Registration Bumrungrad applicationBumrungrad in your LanguageBumrungrad Split Payment Bumrungrad WalletBumrungrad Health VaultExpatriate Liaison Center Healthcare to your homeHealth Risk AssessmentRecommended AccommodationsInpatient RoomsInsurance We AcceptInternational Referral OfficesMedical Coordination OfficePatient FeedbackPatient PrivilegePatient Services OverviewPayment OptionsMed2Home – Online Medication Order & DeliveryTele-Consultation with DoctorTelemedicine on demand Pre-Registration Medical TravelPackagesInsuranceInsurance What Do We Accept?Insurance Information GuidesInsurance Good VibesInsurance Packages and Promotion Insurance What Do We Accept?Insurance Information GuidesInsurance Good ``` Facts ## What it can say about the business | A business type in JSON-LD | no | | Name | no | | Telephone | 1378 (a tel: link, not structured) | | Address | no | | Opening hours | no | | Menu or price list | nothing | | Cuisine in structured data | no | | JSON-LD blocks | 1 (MedicalWebPage, SearchAction, microdata:AggregateRating, microdata:Organization, microdata:Product) | Actions ## The links it would act on | Link | Role | Where it goes | | --- | --- | --- | | [www.bumrungrad.com/en/anywhere#med2home](https://www.bumrungrad.com/en/anywhere#med2home) | ordering | the business's own site | | [www.bumrungrad.com/en/book-appointment](https://www.bumrungrad.com/en/book-appointment) | booking | the business's own site | Everything here comes from fetching the homepage once as a crawler. 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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"}}]} ```