--- title: What an AI agent reads on Kahumbo · The Direct Index url: https://directindex.org/r/kahumbo.com/agent-view?format=md --- [The Direct Index](https://directindex.org/) [Scanner](https://directindex.org/scan)[Cities](https://directindex.org/cities)[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/kahumbo.com) · scanned 2026-10-16 # What an AI agent reads on Kahumbo 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 [kahumbo.com](https://kahumbo.com/), from the copy the scanner kept. 3,277 characters of text without JavaScript none structured data for the business 1 of 3 AI crawlers turned away at the edge (GPTBot) Text ## The words an agent gets Title: Kahumbo · language en-US. First 1,800 of 3,277 characters: ``` Kahumbo Home About Us Products Franchise Inquiry Order Now Contact us Mocktails that hit different. Zero alcohol. All the flavor, fizz, and fun you crave. Contact Us Shots That Pack a Punch Small in size, big on real fruit and bold flavor. Contact Us Sip Into Something Sweet Rich cocoa blended to smooth perfection. Contact Us Rooted in Nature. Trusted by Generations. Kudrati Kahumbo brings you pure, traditionally made food products—straight from India’s roots. From cold-pressed oils to natural sweeteners and stone-ground flours, everything we offer is chemical-free, minimally processed, and made with care. Now available in the US, for those who value honesty in every bite. Calories 18% Alcohol 0% Vitamins 100% Mocktails Cold Coffee Fruit Shots Shake Traditionally Made. Honestly Delivered. From cold-pressed oils to natural sweeteners and stone-ground flours — every product is made with care, using time-honored Indian methods. Fruit Shots 13 Items View Products Fruit Juices 4 Items View Products Unique Mocktails 2 Items View Products Chocolate Shake 2 Items View Products Milkshakes 2 Items View Products Coffee Lover’s Drink 1 Items View Products Fruit Dish 1 Items View Products Refreshing Drinks 1 Items View Products Rooted in Tradition. Delivered with Trust. Pure Ingredients Only No chemicals, no shortcuts — just honest, natural food made the traditional way. Time-Tested Processes We use wooden Ghani, stone grinding, and sun drying — preserving nutrients and taste. Direct From Source Sourced from trusted farms in India and delivered fresh to your doorstep in the U.S. Discover Menu Natural processes. Honest moments. Real people. RICH IN NUTRITION NATURAL FLAVOR FRESH FRUITS THIRST SATISFIER RICH IN NUTRITION NATURAL FLAVOR FRESH FRUITS THIRST SATISFIER RICH IN NUTRITION N ``` Facts ## What it can state about the business | A business type in JSON-LD | no | | Name | no | | Telephone | +91 9586110200 (a tel: link, not structured) | | Address | no | | Opening hours | no | | Menu or price list | a menu or price-list page in HTML kahumbo.com/products/ | | Cuisine in structured data | no | | JSON-LD blocks | 0 | Actions ## The links it would act on | Link | Role | Where it goes | | --- | --- | --- | | [order.online/store/37309049?pickup=true&redirected=true](https://order.online/store/37309049?pickup=true&redirected=true) | ordering | doordash_storefront, acting for the business | Everything here comes from one fetch of the homepage as a crawler; the [report](https://directindex.org/r/kahumbo.com) turns it into a score and fixes, with a kit 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) #### 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)[Do their 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 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"}}]} ```