# Kahumbo: Agent-Direct Score C (61.1%) Site: https://kahumbo.com/ Report: https://directindex.org/r/kahumbo.com Scanned: 2026-10-16 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Kahumbo 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. ## Direct links - Order directly: https://order.online/store/37309049?pickup=true&redirected=true (through doordash_storefront acting for the business) - Menu: https://kahumbo.com/products/ - Phone: +91 9586110200 ## What to fix first - **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. Guide: https://directindex.org/guides/structured-data-restaurant - **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. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What 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. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # 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&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. ``` ## Already right - **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents. - **Menu or price list is an HTML page.** Agents can read items and prices directly. - **Ordering through doordash_storefront on your own domain.** No marketplace commission, and the guest stays yours. ## Where it stands 468 of 788 in San Diego. Top 59% of the sites scanned in this index. | What the top tenth of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 100% | yes | | Publish the menu or price list as HTML | 99% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 90% | no | | Structured data with address, phone and hours | 61% | no | | Have an llms.txt | 23% | no | Nearest places with a similar menu: Egg Holic (B, 10 m, https://directindex.org/r/eggholic.com); Anjappar (B, 24 m, https://directindex.org/r/anjapparsd.com); Chennai Dosa Hut (A, 41 m, https://directindex.org/r/chennaidosasd.com); Cake Korner (B, 42 m, https://directindex.org/r/cakekorner.com); Hyderabad Cafe (C, 65 m, https://directindex.org/r/hyderabadcafeca.com); San Idli Vegetarian Cuisine (F, 178 m, https://directindex.org/r/sanidli.com); Tikka Pizza Kitchen (B, 340 m, https://directindex.org/r/tikkapizzakitchenmiramar.com); Punjabi Tandoor (C, 397 m, https://directindex.org/r/punjabitandoor.com); Rasraj (D, 421 m, https://directindex.org/r/rasraj.com); Royal India (A, 796 m, https://directindex.org/r/royalindiamiramar.com). ## What assistants answer 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. Against its peers: Sites built with WordPress 59% (31% A or B, 38935 sites); Sites using DoorDash Storefront 70% (56% A or B, 658 sites); This site 61.1%. See what an AI agent reads on this site: https://directindex.org/r/kahumbo.com/agent-view ## Businesses like Kahumbo in San Diego | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in San Diego | 788 | 59% | 42% | 61.1% | | Sites built with WordPress in San Diego | 202 | 70% | 55% | 61.1% | | Sites using DoorDash Storefront in San Diego | 24 | 71% | 42% | 61.1% | | Sites built with WordPress and using DoorDash Storefront in San Diego | 10 | 75% | 40% | 61.1% | The best of the sites built with WordPress and using DoorDash Storefront in San Diego: Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Sombrero Mexican Food (A 92.3%, https://directindex.org/r/sombreromex.com); Kalaveras (A 90.8%, https://directindex.org/r/kalaveras.com); Sahara (B 78.5%, https://directindex.org/r/saharasd.com); Fig Tree Cafe (C 66.2%, https://directindex.org/r/figtreeeatery.com). 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. ## The direct record What agents get for Kahumbo, as JSON: https://directindex.org/api/direct/kahumbo.com - Book: none on record - Order: https://order.online/store/37309049?pickup=true&redirected=true (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-16, not yet tested) - Menu: https://kahumbo.com/products/ (html_page; from the scan) - Hours: none on record - Phone: +91 9586110200 - Stable links that count: https://directindex.org/go/kahumbo.com/order, https://directindex.org/go/kahumbo.com/menu ## Can an agent transact? Measured, not scored (the score stays at spec v1.0). - 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: 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. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 21.7 | 25 | | Readable | 8 | 25 | | Actionable | 10 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/kahumbo.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: yes - AI bot rules in robots.txt: yes - Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md) - Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md) - llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md) - API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md) - MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md) - A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md) - Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md) - OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md) - OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md) - auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md) - Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md) - ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md) - DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md) - WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md) - JSON-LD for the business: no Keep watching this business (https://directindex.org/r/kahumbo.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/kahumbo.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. Reading and scanning stay free; these few euros pay for the questions sent to the assistants and for the servers. Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=kahumbo.com&force=1