# Simplee Boba: Agent-Direct Score D (48.8%) Site: https://simpleeboba.com/ Report: https://directindex.org/r/simpleeboba.com Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Simplee Boba is hard for agents to use. Some AI assistants are turned away by the website of Simplee Boba. It finds no menu or price list, so it answers from other sites. It finds a way to book or order directly, through Square. ## Direct links - Order directly: https://simpleebobasp.square.site/s/order (through square acting for the business) - Phone: +1 626-817-2622 ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). 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 - **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # Simplee Boba > cafe or coffee shop (bubble tea) in Mission Street 954 91030 South Pasadena, Los Angeles cafes and bars. Phone +1 626-817-2622. ## Book or order directly - Order: https://simpleebobasp.square.site/s/order (through square acting for the business) ## About - Website: https://simpleeboba.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. - **Ordering through square on your own domain.** No marketplace commission, and the guest stays yours. ## Where it stands 211 of 450 in Los Angeles cafes and bars. Top 47% 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 | 96% | yes | | Publish the menu or price list as HTML | 91% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 100% | no | | Structured data with address, phone and hours | 31% | no | | Have an llms.txt | 18% | no | Nearest places in the index: Jones Coffee Roasters (C, 69 m, https://directindex.org/r/jonescoffeeroasters.com); Griffins of Kinsale (C, 76 m, https://directindex.org/r/griffinsofkinsale.com); Amara Kitchen (B, 2012 m, https://directindex.org/r/amarakitchen.com); Offbeat Bar (B, 2267 m, https://directindex.org/r/offbeatbar.com); Antigua Bread (C, 2273 m, https://directindex.org/r/antiguabread.com); Caffeinicide (D, 2399 m, https://directindex.org/r/caffeineicide.com); Kitchen Mouse (C, 3098 m, https://directindex.org/r/kitchenmousela.com); Comet over Delphi (F, 3123 m, https://directindex.org/r/cometoverdelphi.co); La Monarca Bakery & Cafe (C, 3139 m, https://directindex.org/r/lamonarcabakery.com); Modu Cafe (F, 3182 m, https://directindex.org/r/moducafe.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 58% (29% A or B, 36926 sites); Sites using Square 69% (47% A or B, 793 sites); This site 48.8%. See what an AI agent reads on this site: https://directindex.org/r/simpleeboba.com/agent-view ## Businesses like Simplee Boba in Los Angeles cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles cafes and bars | 450 | 40% | 21% | 48.8% | | Sites built with WordPress in Los Angeles cafes and bars | 85 | 62% | 34% | 48.8% | | Sites using Square in Los Angeles cafes and bars | 22 | 66% | 36% | 48.8% | | Sites built with WordPress and using Square in Los Angeles cafes and bars | 6 | 63% | 33% | 48.8% | The best of the sites built with WordPress and using Square in Los Angeles cafes and bars: Republik Coffee (B 76.9%, https://directindex.org/r/republikcoffee.com); Hermosa Brewing Company (B 72.3%, https://directindex.org/r/hermosabrewingco.com); Cara Mia (C 67.7%, https://directindex.org/r/caramiabakingco.com); Santa Monica Brew Works (C 56.9%, https://directindex.org/r/santamonicabrewworks.com); Copa Vida (D 53.8%, https://directindex.org/r/copa-vida.com). With the three fixes above (No structured data for the business; No menu or price list found; The server turns AI crawlers away at the door) the score would be about 87.7%: 15th of 450 in Los Angeles cafes and bars, up from 211th. ## The direct record What agents get for Simplee Boba, as JSON: https://directindex.org/api/direct/simpleeboba.com - Book: none on record - Order: https://simpleebobasp.square.site/s/order (vendor on own site: Square; found by the scan of 2026-10-14, not yet tested) - Menu: none on record - Hours: none on record - Phone: +1 626-817-2622 - Stable links that count: https://directindex.org/go/simpleeboba.com/order ## 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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured - Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 21.7 | 25 | | Readable | 0 | 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/simpleeboba.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/simpleeboba.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/simpleeboba.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 ยท Rescan now: https://directindex.org/scan?url=simpleeboba.com&force=1