The Direct Index
Report · San Diego · scanned 2026-10-16

Kahumbo

kahumbo.com is partly visible to agents.

Some AI assistants are turned away by the website of Kahumbo. It can read what Kahumbo offers. It finds a way to book or order directly, through DoorDash Storefront.

Listed by OpenStreetMap.

Order directly: order.online/store/37309049?pickup=true&redirected=true through doordash_storefront acting for the business · Menu: kahumbo.com/products/

See what an AI agent reads on this site →

61.1%

39.7 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

things to fix

Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.

Assistants

What assistants answer

Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.

Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Where it stands

How Kahumbo compares

Where it stands

468 of 788 in San Diego

Top 59% of the sites scanned in this index. Just above: Yogurtland C, Hyderabad Cafe C. Just below: The Vibe C, Iron Pan Thai Kitchen C.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML99%yes
Let AI crawlers in (no edge block, no robots.txt block)90%no
Structured data with address, phone and hours61%no
Have an llms.txt23%no

The top tenth is the 80 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with WordPress 38,935 sites59%31%61.1%
Sites using DoorDash Storefront 658 sites70%56%61.1%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Egg Holic indian10 mByes
Anjappar indian24 mByes
Chennai Dosa Hut indian41 mAyes
Cake Korner indian42 mByes
Hyderabad Cafe indian65 mCyes
San Idli Vegetarian Cuisine indian178 mFno
Tikka Pizza Kitchen indian340 mBno
Punjabi Tandoor indian397 mCyes
Rasraj indian421 mDno
Royal India indian796 mAyes
Businesses like yours

Businesses like Kahumbo in San Diego

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in San Diego78859%42%61.1%
Sites built with WordPress in San Diego20270%55%61.1%
Sites using DoorDash Storefront in San Diego2471%42%61.1%
Sites built with WordPress and using DoorDash Storefront in San Diego1075%40%61.1%

The best of the sites built with WordPress and using DoorDash Storefront in San Diego

Fogo de Chão A 100% · Sombrero Mexican Food A 92.3% · Kalaveras A 90.8% · Sahara B 78.5% · Fig Tree Cafe C 66.2%

The climb

With the two fixes above (No structured data for the business; The server turns AI crawlers away at the door) the score would be about 87.7%: 96th of 788 in San Diego, up from 468th.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

Findings

What to fix first

  1. No structured data for the business +14 points

    Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it

  2. The server turns AI crawlers away at the door +3.3 points

    Live fetches as GPTBot (http_429) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. How to fix it

  3. No llms.txt no points, still worth doing

    Optional today, cheap to add: a short text file describing the business for language models. How to fix it

Send the fixes to your web person

One email, the fixes and the link; nothing stored.

No one is listed yet to fix this in San Diego. List your agency or yourself: free, reviewed by hand.

Already right

Builder: wordpress · Front: cloudflare · contact page /about-us/: nothing new; menu page /products/: nothing new; Cloudflare in front; AI crawlers blocked at the edge

Fix kit

What to paste

Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wordpress is in the guides.

Where to paste it on WordPress: a plugin that adds code to every page's header, such as WPCode (Insert Headers and Footers), in its Header box. the official help page.

Show the code to paste

Structured data (JSON-LD)

One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Kahumbo",
  "url": "https://kahumbo.com/",
  "telephone": "+91 9586110200",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Black Mountain Road 9474",
    "postalCode": "92126",
    "addressLocality": "San Diego",
    "addressCountry": "US"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 32.8951137,
    "longitude": -117.1243136
  },
  "servesCuisine": [
    "indian"
  ],
  "hasMenu": "https://kahumbo.com/products/",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.online/store/37309049?pickup=true&#038;redirected=true",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

Save as /llms.txt at the root of the site. Guide.

# Kahumbo

> restaurant (indian) in Black Mountain Road 9474 92126 San Diego, San Diego. Phone +91 9586110200.

## Book or order directly

- Order: https://order.online/store/37309049?pickup=true&#038;redirected=true (through doordash_storefront acting for the business)
- Menu: https://kahumbo.com/products/

## About

- Website: https://kahumbo.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Owners

Own this business?

Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.

Rescan now · Markdown · Dispute a check

Keep watching this business: the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant and the places nearby; 5 EUR once. Reading and scanning stay free; these few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score C

<a href="https://directindex.org/r/kahumbo.com"><img src="https://directindex.org/badge/kahumbo.com.svg" alt="Agent-Direct Score C" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Kahumbo

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/kahumbo.com, through the MCP tool direct_record and in the city feed /city/san-diego/direct.json.

PathLinkStatus
Booknone on record
Orderorder.online/store/37309049?pickup=true&#038;redirected=true vendor on own site: DoorDash Storefrontfound by the scan of 2026-10-16, not yet tested
Menukahumbo.com/products/ html_pagefrom the scan
Hoursnone on record
Phone+91 9586110200

Stable links that count: /go/kahumbo.com/order, /go/kahumbo.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

UCP profile
/.well-known/ucp, Google and Shopify's Universal Commerce Protocol
no
ACP discovery document
/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol
no
MCP server card
/.well-known/mcp/server-card.json
no
Ordering vendor that takes agent orders
Square, Toast, or a vendor whose terms allow agents
no
Vendor terms for agents
DoorDash Storefront, read
Not stated

The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. About DoorDash Storefront · all vendors.

Agent readiness

Level 1 of 5, Basic Web Presence

The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessno