# Pattaya Thai Cuisine: Agent-Direct Score C (63.1%) Site: http://www.pattayarestaurant.com/ Report: https://directindex.org/r/pattayarestaurant.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.) Pattaya Thai Cuisine is partly visible to agents. An AI assistant can open Pattaya Thai Cuisine's website. It can read what Pattaya Thai Cuisine offers. It finds a way to book or order directly, through Toast. ## Direct links - Order directly: https://www.toasttab.com/pattaya (through toast acting for the business) - Menu: https://www.pattayarestaurant.com/menu/ - Phone: +1-215-387-8533 - Address: Chestnut Street 4040 19104-5439 Philadelphia - Hours, from OpenStreetMap · Overture Maps: Mo-Fr 11:00-15:00, Su-Th 17:00-21:00, Fr,Sa 17:00-22:00 ## Nearby, also direct Places near Pattaya Thai Cuisine that take a booking or an order on their own website, with no marketplace in between. - Thai Singha House Restaurant (440 m): https://directindex.org/r/thaisinghahouse.com - Vientiane Café (1.2 km): https://directindex.org/r/vientiane-cafe.com - Erawan (2.3 km): https://directindex.org/r/erawanphiladelphia.com - JJ Thai (2.6 km): https://directindex.org/r/jjthaicuisine.com - Trio BYOB (2.7 km): https://directindex.org/r/triobyob.com ## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. ``` # Pattaya Thai Cuisine > restaurant (thai) in Chestnut Street 4040 19104-5439 Philadelphia, Philadelphia. Phone +1-215-387-8533. ## Book or order directly - Order: https://www.toasttab.com/pattaya (through toast acting for the business) - Menu: https://www.pattayarestaurant.com/menu/ ## Opening hours Mo-Fr 11:00-15:00, Su-Th 17:00-21:00, Fr,Sa 17:00-22:00 ## About - Website: http://www.pattayarestaurant.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.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours. - **Toast works with agents through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 804 of 2075 in Philadelphia. Top 39% 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 | 84% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 86% | yes | | Structured data with address, phone and hours | 67% | no | | Have an llms.txt | 26% | no | Nearest places with a similar menu: Thai Singha House Restaurant (B, 443 m, https://directindex.org/r/thaisinghahouse.com); Vientiane Café (B, 1234 m, https://directindex.org/r/vientiane-cafe.com); Lemon Grass Thai (B, 1498 m, https://directindex.org/r/lemongrassthaipa.com); Thai Square (F, 2041 m, https://directindex.org/r/thaisquarephilly.com); Erawan (C, 2276 m, https://directindex.org/r/erawanphiladelphia.com); JJ Thai (D, 2576 m, https://directindex.org/r/jjthaicuisine.com); Trio BYOB (C, 2688 m, https://directindex.org/r/triobyob.com); Jasmine Rice (B, 3194 m, https://directindex.org/r/jasminericephilly.com); Plan Eat Thai Takeout (D, 3836 m, https://directindex.org/r/circlesnewbold.com); Ameri Thai Bistro (C, 4546 m, https://directindex.org/r/amerithaitogo.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 Philadelphia and named 105 places. Pattaya Thai Cuisine wasn't one of them. See who was named: https://directindex.org/city/philadelphia/recommended Compared with its peers: Sites using Toast 73% (62% A or B, 6097 sites); This site 63.1%. See what an AI agent reads on this site: https://directindex.org/r/pattayarestaurant.com/agent-view ## Businesses like Pattaya Thai Cuisine in Philadelphia | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Philadelphia | 2075 | 50% | 31% | 63.1% | | Sites using Toast in Philadelphia | 160 | 71% | 58% | 63.1% | The best of the sites using Toast in Philadelphia: Gatehouse (A 100%, https://directindex.org/r/gatehousephilly.com); Oath Pizza (A 95.4%, https://directindex.org/r/oathpizza.com); Tria (A 95%, https://directindex.org/r/triaphilly.com); Urban Village Brewing Company (A 95%, https://directindex.org/r/urbanvillagebrewing.com); Blondie (A 93.8%, https://directindex.org/r/blondiephilly.com). With the two fixes above (No structured data for the business; Almost no text without JavaScript), the score would be about 87.7%. That would be 185th of 2,075 in Philadelphia, up from 804th. ## The direct record What agents get for Pattaya Thai Cuisine, as JSON: https://directindex.org/api/direct/pattayarestaurant.com - Book: none on record - Order: https://www.toasttab.com/pattaya (vendor on own site: Toast; found by the scan of 2026-10-24, not yet tested) - Menu: https://www.pattayarestaurant.com/menu/ (html_page; from the scan) - Hours: Mo-Fr 11:00-15:00, Su-Th 17:00-21:00, Fr,Sa 17:00-22:00 (from OpenStreetMap) - Phone: +1-215-387-8533 - Stable links that count: https://directindex.org/go/pattayarestaurant.com/order, https://directindex.org/go/pattayarestaurant.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 (Toast): yes - Vendor terms for agents, Toast: Through partners. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/ Found one hop past the home page: contact page /contact/: phone; menu page /menu/: almost no text without JavaScript. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 23 | 25 | | Readable | 8 | 25 | | Actionable | 10 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/pattayarestaurant.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - 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: no Keep watching this business (https://directindex.org/r/pattayarestaurant.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/pattayarestaurant.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=pattayarestaurant.com&force=1