# Ramen Boys: Agent-Direct Score D (44.6%) Site: http://www.bumbybox.com Report: https://directindex.org/r/bumbybox.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Ramen Boys is hard for agents to use. An AI assistant can open Ramen Boys's website. It can read what Ramen Boys offers. It can't find a link to book or order online. ## Direct links - Menu: http://www.bumbybox.com/Menu.html - Phone: +17025860901 - Address: 3650 S Decatur Blvd, 89103-5864, Las Vegas ## What to fix first - **No structured data for the business.** (+15 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Ramen Boys > local business (japanese) in 3650 S Decatur Blvd, 89103-5864, Las Vegas, Las Vegas. Phone +17025860901. ## Book or order directly - Menu: http://www.bumbybox.com/Menu.html ## About - Website: http://www.bumbybox.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.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands Not ranked yet in Las Vegas. | What the top 10% of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 100% | no | | Publish the menu or price list as HTML | 96% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 80% | yes | | Structured data with address, phone and hours | 64% | no | | Have an llms.txt | 36% | no | Nearest places with a similar menu: Cafe Sanuki (C, 17 m, https://directindex.org/r/cafesanuki.com); Kaiseki Sanga (C, 81 m, https://directindex.org/r/lasvegaskaiseki.com); Samurai Japanese BBQ and Seafood (F, 120 m, https://directindex.org/r/mystrikingly.com); Sumo Omakase (D, 144 m, https://directindex.org/r/sumoomakaselv.com); ITs Sushi (C, 208 m, https://directindex.org/r/gotoeat.net); Shabuya (F, 265 m, https://directindex.org/r/shabuyarestaurant.com); Shinjuku Ramen (F, 930 m, https://directindex.org/r/shinjukuramen.com); Oodle Noodle (D, 1195 m, https://directindex.org/r/oodle-noodle.com); Toridokoro Raku (F, 1209 m, https://directindex.org/r/beatricevenezi.com); Gyu Plus Sando, Bowls & More By Day & Social - Hidden Room Thurs To Sat Starts 6pm(chinatown Location) (F, 1217 m, https://directindex.org/r/gyuplus.com). ## What assistants answer The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included. The assistants were asked 12 everyday questions about Las Vegas and named 61 places. Ramen Boys wasn't one of them. See who was named: https://directindex.org/city/las-vegas/recommended See what an AI agent reads on this site: https://directindex.org/r/bumbybox.com/agent-view ## Businesses like Ramen Boys in Las Vegas | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Las Vegas | 242 | 59% | 40% | 44.6% | The best of the businesses of the same kind in Las Vegas: Favorite Bistro Las Vegas (A 100%, https://directindex.org/r/thefavoritebistro.com); Hofbräuhaus Las Vegas (A 100%, https://directindex.org/r/hofbrauhauslasvegas.com); Más Por Favor (A 100%, https://directindex.org/r/masporfavorlv.com); Original Sunrise Cafe (A 100%, https://directindex.org/r/originalsunrisecafe.com); China King (A 98.2%, https://directindex.org/r/chinakitchenlasvegasnv.com). With the three fixes above (No structured data for the business; No booking or ordering link on the website; No working HTTPS), the score would be about 95.4%. That would be 9th of 242 in Las Vegas, up from not ranked today. ## The direct record What agents get for Ramen Boys, as JSON: https://directindex.org/api/direct/bumbybox.com - Book: none on record - Order: none on record - Menu: http://www.bumbybox.com/Menu.html (html_page; from the scan) - Hours: none on record - Phone: +17025860901 - Stable links that count: https://directindex.org/go/bumbybox.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 22 | 25 | | Readable | 7 | 25 | | Actionable | 0 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/bumbybox.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/bumbybox.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/bumbybox.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. 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=bumbybox.com&force=1