# Khun Pic's Bahn Thai: Agent-Direct Score C (61.5%) Site: https://khunpicsbahnthai.com/ Report: https://directindex.org/r/khunpicsbahnthai.com 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.) Khun Pic's Bahn Thai is partly visible to agents. An AI assistant can open Khun Pic's Bahn Thai's website. It can read what Khun Pic's Bahn Thai offers. It can't find a link to book or order online. ## Direct links - Menu: https://khunpicsbahnthai.com/menus/dinner/ - Address: Southeast Belmont Street 3429 97214 Portland - Hours, from OpenStreetMap: Mon–Wed closed; Thu–Sat 18:00–21:00; Sun closed - Prices: 13 prices on the site, the middle one $18.00 ## Nearby, also direct Places near Khun Pic's Bahn Thai that take a booking or an order on their own website, with no marketplace in between. - Mai Thai Restaurant (360 m): https://directindex.org/r/maithaiportland.com - Farmhouse Kitchen (540 m): https://directindex.org/r/farmhousethai.com - Khao Moo Dang (580 m): https://directindex.org/r/kmdpdx.com - Rukdiew Cafe (810 m): https://directindex.org/r/rukdiew.com - PaaDee (930 m): https://directindex.org/r/paadeepdx.com ## What to fix first - **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 - **Structured data is incomplete.** (+7 points) Missing: address, telephone, 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 ## What the site tells visitors (Measured, not scored) - **13 prices on the landing page, the middle one $18.00.** In Portland, the middle price of comparable sites that show prices is $15.00. ## 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. ``` # Khun Pic's Bahn Thai > restaurant (thai) in Southeast Belmont Street 3429 97214 Portland, Portland. ## Book or order directly - Menu: https://khunpicsbahnthai.com/menus/dinner/ ## Opening hours Th-Sa 18:00-21:00 ## About - Website: https://khunpicsbahnthai.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 main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (Organization).** no address, phone or hours in it - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 424 of 758 in Portland. Top 56% of the sites scanned in this index. | 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 | 100% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 53% | no | | Have an llms.txt | 30% | no | Nearest places with a similar menu: Mai Thai Restaurant (C, 361 m, https://directindex.org/r/maithaiportland.com); Farmhouse Kitchen (C, 538 m, https://directindex.org/r/farmhousethai.com); Khao Moo Dang (B, 584 m, https://directindex.org/r/kmdpdx.com); Rukdiew Cafe (A, 814 m, https://directindex.org/r/rukdiew.com); PaaDee (B, 926 m, https://directindex.org/r/paadeepdx.com); Hua Hin (B, 1038 m, https://directindex.org/r/huahinpdx.com); Thai Dish (F, 1213 m, https://directindex.org/r/thaidishcuisine.com); OK Chicken and Khao Soi (B, 1368 m, https://directindex.org/r/okchickenandkhaosoi.com); Sunee Thai & Lao (A, 1778 m, https://directindex.org/r/suneepdx.com); BKK Pad Thai (B, 1967 m, https://directindex.org/r/bkkpadthai.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 22 everyday questions about Portland and named 138 places. Khun Pic's Bahn Thai wasn't one of them. See who was named: https://directindex.org/city/portland/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 61.5%. See what an AI agent reads on this site: https://directindex.org/r/khunpicsbahnthai.com/agent-view ## Businesses like Khun Pic's Bahn Thai in Portland | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Portland | 758 | 60% | 43% | 61.5% | | Sites built with WordPress in Portland | 121 | 64% | 43% | 61.5% | The best of the sites built with WordPress in Portland: Burgerville (A 100%, https://directindex.org/r/burgerville.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Casa Colima (A 95.4%, https://directindex.org/r/casacolima.com); Fomo Chicken (A 94.9%, https://directindex.org/r/fomochicken.com); Elephants Delicatessen at World Trade Center (A 93.8%, https://directindex.org/r/elephantsdeli.com). With the two fixes above (No booking or ordering link on the website; Structured data is incomplete), the score would be about 95.4%. That would be 21st of 758 in Portland, up from 424th. ## The direct record What agents get for Khun Pic's Bahn Thai, as JSON: https://directindex.org/api/direct/khunpicsbahnthai.com - Book: none on record - Order: none on record - Menu: https://khunpicsbahnthai.com/menus/dinner/ (html_page; from the scan) - Hours: Th-Sa 18:00-21:00 (closed now) (from OpenStreetMap) - Phone: none on record - Stable links that count: https://directindex.org/go/khunpicsbahnthai.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 | 15 | 25 | | Actionable | 0 | 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/khunpicsbahnthai.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: yes Keep watching this business (https://directindex.org/r/khunpicsbahnthai.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/khunpicsbahnthai.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=khunpicsbahnthai.com&force=1