# Sunee Thai & Lao: Agent-Direct Score A (92.3%) Site: https://www.suneepdx.com/ Report: https://directindex.org/r/suneepdx.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.) Sunee Thai & Lao is ready for agents. An AI assistant can open Sunee Thai & Lao's website. It can read what Sunee Thai & Lao offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://www.suneepdx.com/products/side-orders/jasmine-rice-51455306 (on the business's own site) - Menu: https://www.suneepdx.com/#pricelist - Address: Southeast Stark Street 1400 97214 Portland - Prices: 22 prices on the site, the middle one $10.95 ## Nearby, also direct Places near Sunee Thai & Lao that take a booking or an order on their own website, with no marketplace in between. - Thai Vintage PDX (670 m): https://directindex.org/r/thaivintagepdx.com - Hat Yai Belmont (700 m): https://directindex.org/r/hatyaipdx.com - Nong's Khao Man Gai (710 m): https://directindex.org/r/khaomangai.com - BKK Pad Thai (780 m): https://directindex.org/r/bkkpadthai.com - Golden Lotus Thai Kitchen (880 m): https://directindex.org/r/goldenlotusthaikitchen.com ## What to fix first - **Structured data is incomplete.** (+2 points) Missing: telephone. 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) - **22 prices on the landing page, the middle one $10.95.** 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. ``` # Sunee Thai & Lao > restaurant (thai, lao) in Southeast Stark Street 1400 97214 Portland, Portland. ## Book or order directly - Order: https://www.suneepdx.com/products/side-orders/jasmine-rice-51455306 (on the business's own site) - Menu: https://www.suneepdx.com/#pricelist ## About - Website: https://www.suneepdx.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 (LocalBusiness).** address, opening hours - **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 59 of 758 in Portland. Top 8% 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% | yes | | 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: Thai Vintage PDX (A, 667 m, https://directindex.org/r/thaivintagepdx.com); Hat Yai Belmont (B, 697 m, https://directindex.org/r/hatyaipdx.com); Nong's Khao Man Gai (A, 708 m, https://directindex.org/r/khaomangai.com); BKK Pad Thai (B, 780 m, https://directindex.org/r/bkkpadthai.com); Golden Lotus Thai Kitchen (B, 883 m, https://directindex.org/r/goldenlotusthaikitchen.com); Rukdiew Cafe (A, 999 m, https://directindex.org/r/rukdiew.com); PaaDee (B, 1183 m, https://directindex.org/r/paadeepdx.com); Mai Thai Restaurant (C, 1436 m, https://directindex.org/r/maithaiportland.com); Buranko Cafe (F, 1620 m, https://directindex.org/r/burankopdx.com); Khao Moo Dang (B, 1641 m, https://directindex.org/r/kmdpdx.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: "Something to eat after midnight, delivered or open late." (ChatGPT) See what an AI agent reads on this site: https://directindex.org/r/suneepdx.com/agent-view ## Named by ChatGPT for "Something to eat after midnight, delivered or open late" in Portland, October 2026 - "Something to eat after midnight, delivered or open late." (2026-10-22): ChatGPT with a link to this site. https://directindex.org/city/portland/recommended/late-night Named by 1 of 3 assistants asked. Badge: https://directindex.org/badge/named/suneepdx.com.svg ## Businesses like Sunee Thai & Lao in Portland | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Portland | 758 | 60% | 43% | 92.3% | The best of the businesses of the same kind in Portland: Andina (A 100%, https://directindex.org/r/andinarestaurant.com); Ate-Oh-Ate Grill (A 100%, https://directindex.org/r/ate-oh-ate.com); Bete-Lukas (A 100%, https://directindex.org/r/bete-lukas.com); Burgerville (A 100%, https://directindex.org/r/burgerville.com); Coq Au Vin (A 100%, https://directindex.org/r/coqauvin.farm). With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 21st of 758 in Portland, up from 59th. ## The direct record What agents get for Sunee Thai & Lao, as JSON: https://directindex.org/api/direct/suneepdx.com - Book: none on record - Order: https://www.suneepdx.com/products/side-orders/jasmine-rice-51455306 (own site; found by the scan of 2026-10-24, not yet tested) - Menu: https://www.suneepdx.com/#pricelist (html_page; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/suneepdx.com/order, https://directindex.org/go/suneepdx.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 | 20 | 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/suneepdx.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: 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/suneepdx.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/suneepdx.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 ยท Rescan now: https://directindex.org/scan?url=suneepdx.com&force=1