# Malakor Thai Isaan: Agent-Direct Score F (35.8%) Site: https://malakorthaiisaan.com/ Report: https://directindex.org/r/malakorthaiisaan.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.) Malakor Thai Isaan is largely invisible to agents. ## Direct links - Phone: +1-786-558-4862 ## 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 - **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **The server turns AI crawlers away at the door.** (+6.7 points) Live fetches as GPTBot (http_403), ClaudeBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **Menu or price list lives on another site.** (+5 points) The link points to smiledining.com, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # Malakor Thai Isaan > restaurant (thai) in Miracle Mile 90 33134 Coral Gables, Miami. Phone +1-786-558-4862. ## Book or order directly - Menu: https://malakorthaiissanfl.smiledining.com/ ## Opening hours Mo-Su 11:30-22:00 ## About - Website: https://malakorthaiisaan.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 is no robots.txt, which allows everything. ## Since the scan of 2026-10-14 (F then) - Fixed: nothing - New: nothing ## Where it stands 167 of 225 in Miami. Top 74% 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 | 100% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 96% | no | | Structured data with address, phone and hours | 61% | no | | Have an llms.txt | 22% | no | Nearest places in the index: Miller's Ale House (A, 63 m, https://directindex.org/r/millersalehouse.com); Kao Sushi & Grill (F, 105 m, https://directindex.org/r/mainstreetbrewerycortez.com); Panera Bread (F, 118 m, https://directindex.org/r/panerabread.com); Fritz & Franz Bierhaus (F, 151 m, https://directindex.org/r/bierhaus.cc); Pummarola Coral Gable (B, 174 m, https://directindex.org/r/pummarola.us); Pei Wei (B, 207 m, https://directindex.org/r/peiwei.com); Morton's The Steakhouse (B, 208 m, https://directindex.org/r/mortons.com); Baires Grill - Coral Gables (B, 220 m, https://directindex.org/r/bairesgrill.com); Frenchies Dinner (F, 223 m, https://directindex.org/r/frenchiesdiner.com); Calista - Greek Seafood Taverna (B, 237 m, https://directindex.org/r/calistataverna.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. Score over 2 scans since 2026-10-14: 2026-10-14 36%, 2026-10-14 36%. See what an AI agent reads on this site: https://directindex.org/r/malakorthaiisaan.com/agent-view ## Businesses like Malakor Thai Isaan in Miami | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Miami | 225 | 58% | 48% | 35.8% | The best of Same kind in Miami: Felice Brickell (A 100%, https://directindex.org/r/felicerestaurants.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Giardino Gourmet Salads (A 100%, https://directindex.org/r/giardinosalads.com); Taco Bell (A 100%, https://directindex.org/r/tacobell.com); Applebee's (A 98.5%, https://directindex.org/r/applebees.com). With the three fixes above (No structured data for the business; No booking or ordering path at all; The server turns AI crawlers away at the door) the score would be about 87.7%: 26th of 225 in Miami, up from 167th. ## The direct record What agents get for Malakor Thai Isaan, as JSON: https://directindex.org/api/direct/malakorthaiisaan.com - Book: none on record - Order: none on record - Menu: https://malakorthaiissanfl.smiledining.com/ (external; from the scan) - Hours: Mo-Su 11:30-22:00 (closed now) (from OpenStreetMap) - Phone: +1-786-558-4862 - Stable links that count: https://directindex.org/go/malakorthaiisaan.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 | 18.3 | 25 | | Readable | 3 | 25 | | Actionable | 2 | 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/malakorthaiisaan.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 Deep report: https://directindex.org/r/malakorthaiisaan.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 · Rescan now: https://directindex.org/scan?url=malakorthaiisaan.com&force=1