# Kala Thai: Agent-Direct Score C (60%) Site: https://www.kalaboston.com/ Report: https://directindex.org/r/kalaboston.com Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Kala Thai is partly visible to agents. ## Direct links - Menu: https://www.kalaboston.com/#menu-section - Phone: +1-857-350-4378 ## 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). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking only through resy.** (+9 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Kala Thai > restaurant (thai) in Boston. Phone +1-857-350-4378. ## Book or order directly - Menu: https://www.kalaboston.com/#menu-section ## Opening hours Mo, We-Fr 11:30-21:00; Su 12:00-21:00 ## About - Website: https://www.kalaboston.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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Menu or price list is an HTML page.** Agents can read items and prices directly. ## Where it stands 455 of 834 in Boston. Top 55% of the sites scanned in this index. | What the top tenth 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 | 98% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes | | Structured data with address, phone and hours | 42% | no | | Have an llms.txt | 18% | no | Nearest places in the index: Union Oyster House (D, 67 m, https://directindex.org/r/unionoysterhouse.com); North End Lobster Co (C, 139 m, https://directindex.org/r/nelobsterco.com); Neptune Oyster (B, 167 m, https://directindex.org/r/neptuneoyster.com); Pauli's (C, 176 m, https://directindex.org/r/paulisnorthend.com); Parla (A, 198 m, https://directindex.org/r/parlaboston.com); Salty Dog Seafood Grille & Bar (F, 208 m, https://directindex.org/r/saltydogboston.biz); Boston Chowda (F, 233 m, https://directindex.org/r/bostonchowda.com); Quattro (C, 258 m, https://directindex.org/r/depasqualeventures.com); Aquapazza (A, 270 m, https://directindex.org/r/aquapazza-boston.com); Al Dente (D, 286 m, https://directindex.org/r/aldenteboston.com). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); Sites using Resy 69% (48% A or B, 600 sites); This site 60%. See what an AI agent reads on this site: https://directindex.org/r/kalaboston.com/agent-view ## Businesses like Kala Thai in Boston | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Boston | 834 | 53% | 41% | 60% | | Built with Squarespace in Boston | 122 | 78% | 75% | 60% | | Using Resy in Boston | 28 | 74% | 61% | 60% | | Built with Squarespace and using Resy in Boston | 12 | 75% | 67% | 60% | The best of Built with Squarespace and using Resy in Boston: The Washington Square Tavern (A 92.3%, https://directindex.org/r/washingtonsquaretavern.com); Gufo (B 84.6%, https://directindex.org/r/gufocambridge.com); The Salty Pig (B 84.6%, https://directindex.org/r/thesaltypig.com); Tres Gatos (B 84.6%, https://directindex.org/r/tresgatosjp.com); The Corner Stop Eatery (B 78.5%, https://directindex.org/r/cornerstopeatery.com). With the three fixes above (No structured data for the business; Booking only through resy; Ordering through an unrecognised third party) the score would be about 100%: first of 834 in Boston. ## The direct record What agents get for Kala Thai, as JSON: https://directindex.org/api/direct/kalaboston.com - Book: none on record - Order: none on record - Menu: https://www.kalaboston.com/#menu-section (html_page; from the scan) - Hours: Mo, We-Fr 11:30-21:00; Su 12:00-21:00 (closed now) (from OpenStreetMap) - Phone: +1-857-350-4378 - Stable links that count: https://directindex.org/go/kalaboston.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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 25 | | Actionable | 6 | 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/kalaboston.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: no Deep report: https://directindex.org/r/kalaboston.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off. Methodology: https://directindex.org/methodology ยท Rescan now: https://directindex.org/scan?url=kalaboston.com&force=1