# Lemongrass Thai: Agent-Direct Score D (53.8%) Site: http://www.lemongrassnashville.com/ Report: https://directindex.org/r/lemongrassnashville.com Scanned: 2026-11-12 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Lemongrass Thai is hard for agents to use. An AI assistant can open Lemongrass Thai's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through Toast. ## Direct links - Order directly: https://www.toasttab.com/lemongrass-thai-73-white-bridge-road (through toast acting for the business) - Phone: +16153539411 - Address: 73 White Bridge Rd, Nashville 37205 ## Nearby, also direct Places near Lemongrass Thai that take a booking or an order on their own website, with no marketplace in between. - J. Alexander's Restaurant (120 m): https://directindex.org/r/jalexanders.com - Raising Cane's Chicken Fingers (300 m): https://directindex.org/r/raisingcanes.com - Anatolia Turkish Restaurant (320 m): https://directindex.org/r/anatolia-restaurant.com - Dickey's Barbecue Pit (340 m): https://directindex.org/r/dickeys.com - Marco's Pizza (480 m): https://directindex.org/r/marcos.com ## What to fix first - **No structured data for the business.** (+15 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 - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # Lemongrass Thai > local business (thai) in 73 White Bridge Rd, Nashville 37205, Nashville. Phone +16153539411. ## Book or order directly - Order: https://www.toasttab.com/lemongrass-thai-73-white-bridge-road (through toast acting for the business) ## About - Website: http://www.lemongrassnashville.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. - **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 710 of 1166 in Nashville. Top 61% 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 | 99% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes | | Structured data with address, phone and hours | 75% | no | | Have an llms.txt | 36% | no | Nearest places in the index: J. Alexander's Restaurant (B, 117 m, https://directindex.org/r/jalexanders.com); Kitchen West Side (F, 217 m, https://directindex.org/r/kitchenwestside.com); Noosh Persian Cuisine (B, 226 m, https://directindex.org/r/nooshpersiancuisine.com); Dalts American Grill (F, 285 m, https://directindex.org/r/daltsgrill.net); Raising Cane's Chicken Fingers (F, 302 m, https://directindex.org/r/raisingcanes.com); Sonobana Japanese Restaurant (D, 309 m, https://directindex.org/r/sonobananashville.com); Anatolia Turkish Restaurant (A, 322 m, https://directindex.org/r/anatolia-restaurant.com); Dickey's Barbecue Pit (B, 337 m, https://directindex.org/r/dickeys.com); Marco's Pizza (B, 475 m, https://directindex.org/r/marcos.com); Picnic Cafe (F, 871 m, https://directindex.org/r/thepicniccafe.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 Nashville and named 99 places. Lemongrass Thai wasn't one of them. See who was named: https://directindex.org/city/nashville/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 251600 sites); Sites using Toast 73% (62% A or B, 6753 sites); This site 53.8%. See what an AI agent reads on this site: https://directindex.org/r/lemongrassnashville.com/agent-view ## Businesses like Lemongrass Thai in Nashville | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Nashville | 1166 | 58% | 44% | 53.8% | | Sites built with WordPress in Nashville | 257 | 67% | 53% | 53.8% | | Sites using Toast in Nashville | 131 | 76% | 70% | 53.8% | | Sites built with WordPress and using Toast in Nashville | 25 | 73% | 68% | 53.8% | The best of the sites built with WordPress and using Toast in Nashville: V Modern Italian (A 92.3%, https://directindex.org/r/v.restaurant); Burger Republic - Gulch (A 87.7%, https://directindex.org/r/burgerrepublic.com); Black Tap (A 86.3%, https://directindex.org/r/blacktap.com); Ham N Goodys (A 86.2%, https://directindex.org/r/hamngoodys.com); Smashin Crab - Midtown Nashville (A 86.2%, https://directindex.org/r/smashincrab.com). With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 87.7%. That would be 161st of 1,166 in Nashville, up from 710th. ## The direct record What agents get for Lemongrass Thai, as JSON: https://directindex.org/api/direct/lemongrassnashville.com - Book: none on record - Order: https://www.toasttab.com/lemongrass-thai-73-white-bridge-road (vendor on own site: Toast; found by the scan of 2026-11-12, not yet tested) - Menu: none on record - Hours: none on record - Phone: +16153539411 - Stable links that count: https://directindex.org/go/lemongrassnashville.com/order ## 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/ ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 0 | 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/lemongrassnashville.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/lemongrassnashville.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/lemongrassnashville.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=lemongrassnashville.com&force=1