# Pho Duoi Bo: Agent-Direct Score D (49.2%) Site: https://www.phoduoibo.com/ Report: https://directindex.org/r/phoduoibo.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.) Pho Duoi Bo is hard for agents to use. An AI assistant can open the website of Pho Duoi Bo. What Pho Duoi Bo offers is in a PDF or an image, which assistants read poorly. It finds no link to book or order online, only a phone number. ## Direct links - Menu: https://www.phoduoibo.com/file.pdf - Phone: +1-408-300-1045 ## 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 - **No booking or ordering link on the website.** (+13 points) Only a phone number or WhatsApp, which agents cannot use yet. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # Pho Duoi Bo > restaurant (vietnamese, noodle) in Alvin Avenue 2465 95121 San Jose, San Jose. Phone +1-408-300-1045. ## Book or order directly - Menu: https://www.phoduoibo.com/file.pdf ## Opening hours Mo-Su 09:00-24:30 ## About - Website: https://www.phoduoibo.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. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. ## Where it stands 361 of 566 in San Jose. Top 64% 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% | no | | Publish the menu or price list as HTML | 98% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 98% | yes | | Structured data with address, phone and hours | 61% | no | | Have an llms.txt | 26% | no | Nearest places in the index: Famous Lao Papaya (B, 1607 m, https://directindex.org/r/laopapayasj.com); Raising Cane's (A, 1671 m, https://directindex.org/r/raisingcanes.com); Huynh Dining (F, 1682 m, https://directindex.org/r/huynhdining.com); Sizzler (B, 1786 m, https://directindex.org/r/sizzler.com); 8Elements (C, 1833 m, https://directindex.org/r/eightelements.net); The Boiling Crab (C, 1920 m, https://directindex.org/r/theboilingcrab.com); Q-Pot Korean BBQ & Hot Pot (B, 2002 m, https://directindex.org/r/qpotsanjose.com); East Lake 東湖海鮮酒家 (B, 2664 m, https://directindex.org/r/dinfo.me); Lee’s Sandwiches (C, 2824 m, https://directindex.org/r/leesandwiches.com); Dynasty Chinese Seafood Restaurant (D, 2958 m, https://directindex.org/r/dynasty-restaurant.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. See what an AI agent reads on this site: https://directindex.org/r/phoduoibo.com/agent-view ## Businesses like Pho Duoi Bo in San Jose | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in San Jose | 566 | 55% | 35% | 49.2% | The best of the businesses of the same kind in San Jose: Araujo’s Mexican Grill (A 100%, https://directindex.org/r/araujosmexicangrill.com); Bawarchi Biryanis (A 100%, https://directindex.org/r/bawarchibiryanis.com); Café Rosalena (A 100%, https://directindex.org/r/caferosalenasanjose.com); Dumpling Depot (A 100%, https://directindex.org/r/dumplingdepot.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com). With the three fixes above (No structured data for the business; No booking or ordering link on the website; Menu or price list is a PDF) the score would be about 95.4%: 20th of 566 in San Jose, up from 361st. ## The direct record What agents get for Pho Duoi Bo, as JSON: https://directindex.org/api/direct/phoduoibo.com - Book: none on record - Order: none on record - Menu: https://www.phoduoibo.com/file.pdf (pdf; from the scan) - Hours: Mo-Su 09:00-24:30 (from OpenStreetMap) - Phone: +1-408-300-1045 - Stable links that count: https://directindex.org/go/phoduoibo.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 | 25 | 25 | | Readable | 5 | 25 | | Actionable | 2 | 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/phoduoibo.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/phoduoibo.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/phoduoibo.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=phoduoibo.com&force=1