# Breakfast Club: Agent-Direct Score A (95.4%) Site: http://breakfastclub.us/ Report: https://directindex.org/r/breakfastclub.us Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Breakfast Club is ready for agents. An AI assistant can open Breakfast Club's website. It can read what Breakfast Club offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://www.breakfastclub.us/orderonline/ (on the business's own site) - Menu: https://www.breakfastclub.us/menu-new/ - Phone: 480-222-2582 - Its menu mentions: vegan options, vegetarian dishes - Step-free access (OpenStreetMap) ## Nearby, also direct Places near Breakfast Club that take a booking or an order on their own website, with no marketplace in between. - Blue Hound Kitchen & Cocktails (30 m): https://directindex.org/r/bluehoundkitchen.com - Everbowl (50 m): https://directindex.org/r/everbowl.com - Dog Haus Biergarten (70 m): https://directindex.org/r/doghaus.com - Chico Malo (90 m): https://directindex.org/r/chicomalo.com - Pizza Studio - Cityscape (100 m): https://directindex.org/r/pizzastudio.com ## What to fix first - **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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. ``` # Breakfast Club > restaurant (sandwich) in Phoenix. Phone 480-222-2582. ## Book or order directly - Order: https://www.breakfastclub.us/orderonline/ (on the business's own site) - Menu: https://www.breakfastclub.us/menu-new/ ## About - Website: http://breakfastclub.us/ - 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 main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (FoodEstablishment).** address, phone - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands Not ranked yet in Phoenix. | What the top 10% 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 | 93% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes | | Structured data with address, phone and hours | 69% | no | | Have an llms.txt | 49% | no | Nearest places in the index: Blue Hound Kitchen & Cocktails (B, 31 m, https://directindex.org/r/bluehoundkitchen.com); Rosso Italian (F, 46 m, https://directindex.org/r/rossoitalian.com); The Impossible Shop (F, 51 m, https://directindex.org/r/impossiblefoods.com); Everbowl (F, 51 m, https://directindex.org/r/everbowl.com); Dog Haus Biergarten (A, 65 m, https://directindex.org/r/doghaus.com); Coabana (F, 74 m, https://directindex.org/r/coabanaphx.com); Chico Malo (C, 91 m, https://directindex.org/r/chicomalo.com); Pizza Studio - Cityscape (C, 97 m, https://directindex.org/r/pizzastudio.com); Chompie's - Fry's Downtown (B, 97 m, https://directindex.org/r/chompies.com); The Diner on Wheels (D, 101 m, https://directindex.org/r/thedineronwheels.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. Recommended when people ask: "Good breakfast near the centre tomorrow from 8. Can I book?" (Gemini) Compared with its peers: Sites built with BentoBox 80% (86% A or B, 2383 sites); This site 95.4%. See what an AI agent reads on this site: https://directindex.org/r/breakfastclub.us/agent-view ## Named by Gemini for "Good breakfast near the centre tomorrow from 8. Can I book?" in Phoenix, October 2026 - "Good breakfast near the centre tomorrow from 8. Can I book?" (2026-10-17): Gemini by name, without a link. https://directindex.org/city/phoenix/recommended/breakfast Named by 1 of 3 assistants asked. Badge: https://directindex.org/badge/named/breakfastclub.us.svg ## Businesses like Breakfast Club in Phoenix | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Sites built with BentoBox in Phoenix | 15 | 86% | 100% | 95.4% | The best of the sites built with BentoBox in Phoenix: Adams Table (A 100%, https://directindex.org/r/eatatadams.com); Island's Fine Burgers & Drinks (A 100%, https://directindex.org/r/islandsrestaurants.com); El Soto's Cantina Bar & Grill (A 95.4%, https://directindex.org/r/sotoscantina.com); Rustler's Rooste (A 95.4%, https://directindex.org/r/rustlersrooste.com); Aunt Chilada's (A 90.8%, https://directindex.org/r/auntchiladas.com). ## The direct record What agents get for Breakfast Club, as JSON: https://directindex.org/api/direct/breakfastclub.us - Book: none on record - Order: https://www.breakfastclub.us/orderonline/ (own site; found by the scan of 2026-10-24, not yet tested) - Menu: https://www.breakfastclub.us/menu-new/ (html_page; from the scan) - Hours: none on record - Phone: 480-222-2582 - Stable links that count: https://directindex.org/go/breakfastclub.us/order, https://directindex.org/go/breakfastclub.us/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 Found one hop past the home page: menu page /menu-new/: menu schema, ordering via bentobox; booking page /orderonline/: ordering via toast. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 22 | 25 | | Actionable | 15 | 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/breakfastclub.us - 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: 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: yes Keep watching this business (https://directindex.org/r/breakfastclub.us/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/breakfastclub.us/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 ยท Rescan now: https://directindex.org/scan?url=breakfastclub.us&force=1