# Spelling Thai Bistro: Agent-Direct Score A (86.2%) Site: http://spellingthai.com Report: https://directindex.org/r/spellingthai.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Spelling Thai Bistro is ready for agents. An AI assistant can open Spelling Thai Bistro's website. What Spelling Thai Bistro offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through DoorDash Storefront. ## Direct links - Order directly: https://order.online/business/spelling-thai-bistro-13797989 (through doordash_storefront acting for the business) - Menu: https://spellingthai.com/assets/menu-spelling-thai-bistro.pdf - Phone: +12134447276 - Address: 320 S La Brea Ave, 90036, Los Angeles ## Nearby, also direct Places near Spelling Thai Bistro that take a booking or an order on their own website, with no marketplace in between. - Her Thai (890 m): https://directindex.org/r/herthai.com - Mee Dee Thai Kitchen (1 km): https://directindex.org/r/meedeethaila.com - Nakkara on Beverly (1.5 km): https://directindex.org/r/nakkaraonbeverly.com - JOOM Bangkok Cafe (1.8 km): https://directindex.org/r/joombangkok.com - Chan Dara (Larchmont) (2.1 km): https://directindex.org/r/houseofchandara.com ## What to fix first - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **Structured data is incomplete.** (+1 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 - **The phone number on the site doesn't match the open map data.** The site shows +13235923211, but OpenStreetMap or Overture Maps lists +12134447276. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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. ``` # Spelling Thai Bistro > restaurant (thai) in 320 S La Brea Ave, 90036, Los Angeles, Los Angeles. Phone +12134447276. ## Book or order directly - Order: https://order.online/business/spelling-thai-bistro-13797989 (through doordash_storefront acting for the business) - Menu: https://spellingthai.com/assets/menu-spelling-thai-bistro.pdf ## About - Website: http://spellingthai.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. - **Structured data found (Restaurant).** address, opening hours - **Ordering through doordash_storefront on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 543 of 4350 in Los Angeles. Top 12% 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 | 95% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes | | Structured data with address, phone and hours | 59% | no | | Have an llms.txt | 37% | no | Nearest places with a similar menu: Her Thai (C, 885 m, https://directindex.org/r/herthai.com); Mee Dee Thai Kitchen (A, 1038 m, https://directindex.org/r/meedeethaila.com); Nakkara on Beverly (C, 1517 m, https://directindex.org/r/nakkaraonbeverly.com); Ruam Mitr (F, 1680 m, https://directindex.org/r/ruammitr.com); Ruam Mitr (D, 1685 m, https://directindex.org/r/bulanthai.com); JOOM Bangkok Cafe (C, 1800 m, https://directindex.org/r/joombangkok.com); Chan Dara (Larchmont) (C, 2089 m, https://directindex.org/r/houseofchandara.com); So Thai Kitchen (C, 2198 m, https://directindex.org/r/sothaikitchen.com); Otus Thai Kitchen & Coffee (B, 2863 m, https://directindex.org/r/otusthaikitchen.com); Hot Thai Restaurant (D, 2965 m, https://directindex.org/r/connectionworld.org). ## 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 12 everyday questions about Los Angeles and named 95 places. Spelling Thai Bistro wasn't one of them. See who was named: https://directindex.org/city/los-angeles/recommended Compared with its peers: Sites using DoorDash Storefront 71% (58% A or B, 2205 sites); This site 86.2%. See what an AI agent reads on this site: https://directindex.org/r/spellingthai.com/agent-view ## Businesses like Spelling Thai Bistro in Los Angeles | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles | 4350 | 50% | 31% | 86.2% | | Sites using DoorDash Storefront in Los Angeles | 148 | 71% | 57% | 86.2% | The best of the sites using DoorDash Storefront in Los Angeles: Asian Box (A 100%, https://directindex.org/r/asianbox.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); & Waffles (A 95.4%, https://directindex.org/r/andwaffles.com); Cha Cha Chicken (A 95.4%, https://directindex.org/r/chachachicken.com); Don Cuco (A 95.4%, https://directindex.org/r/doncuco.com). With the two fixes above (Menu or price list is a PDF; Structured data is incomplete), the score would be about 92.3%. That would be 258th of 4,350 in Los Angeles, up from 543rd. ## The direct record What agents get for Spelling Thai Bistro, as JSON: https://directindex.org/api/direct/spellingthai.com - Book: none on record - Order: https://order.online/business/spelling-thai-bistro-13797989 (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-23, not yet tested) - Menu: https://spellingthai.com/assets/menu-spelling-thai-bistro.pdf (pdf; from the scan) - Hours: none on record - Phone: +12134447276 - Stable links that count: https://directindex.org/go/spellingthai.com/order, https://directindex.org/go/spellingthai.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 - Vendor terms for agents, DoorDash Storefront: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 21 | 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/spellingthai.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: yes Keep watching this business (https://directindex.org/r/spellingthai.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/spellingthai.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=spellingthai.com&force=1