# Bangkok Street Mookata: Agent-Direct Score B (72.3%) Site: https://bangkokstreetmookata.com.sg/ Report: https://directindex.org/r/bangkokstreetmookata.com.sg Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Bangkok Street Mookata is mostly ready for agents. An AI assistant can open Bangkok Street Mookata's website. It can read what Bangkok Street Mookata offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://bangkokstreetmookata.com.sg/ (on the business's own site) - Menu: https://bangkokstreetmookata.com.sg/product-category/set-menu/ - Phone: +6588552929 - Address: 421 Ang Mo Kio Ave 10, #01-1149, 560421, Singapore - Its menu mentions: a lunch or set menu - Prices: 36 prices on the site, the middle one SGD 8.00 - WhatsApp: a link on the site ## Nearby, also direct Places near Bangkok Street Mookata that take a booking or an order on their own website, with no marketplace in between. - Kian Seng Seafood Restaurant (780 m): https://directindex.org/r/kiansengseafood.com.sg - Nandhana's (1 km): https://directindex.org/r/nandhanas.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 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 ## What the site tells visitors (Measured, not scored) - **36 prices on the landing page, the middle one SGD 8.00.** In Singapore, the middle price of comparable sites that show prices is SGD 20.00. ## 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. ``` # Bangkok Street Mookata > local business (thai) in 421 Ang Mo Kio Ave 10, #01-1149, 560421, Singapore, Singapore. Phone +6588552929. ## Book or order directly - Order: https://bangkokstreetmookata.com.sg/ (on the business's own site) - Menu: https://bangkokstreetmookata.com.sg/product-category/set-menu/ ## About - Website: https://bangkokstreetmookata.com.sg/ - 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 main AI user agents. - **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 on your own site.** Agents can order without going through a marketplace. ## Where it stands 709 of 2660 in Singapore. Top 27% 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 | 97% | yes | | Publish the menu or price list as HTML | 89% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes | | Structured data with address, phone and hours | 53% | no | | Have an llms.txt | 49% | no | Nearest places in the index: J&K Fried Rice (F, 414 m, https://directindex.org/r/satu.ai); Malaysia Boleh (D, 633 m, https://directindex.org/r/malaysiaboleh.com.sg); Mincheng Bibimbap (D, 676 m, https://directindex.org/r/minchengbibimbap.com); Grill legend - (F, 745 m, https://directindex.org/r/malaysiabest.my); Kian Seng Seafood Restaurant (B, 777 m, https://directindex.org/r/kiansengseafood.com.sg); Ann Chin Homemade Popiah (C, 862 m, https://directindex.org/r/annchinpopiah.com.sg); 爽歪歪火锅 (F, 886 m, https://directindex.org/r/shuangyy.com); Nandhana's (A, 1046 m, https://directindex.org/r/nandhanas.com); Galangal (F, 1224 m, https://directindex.org/r/galangal.sg); Teng Sheng ITE（腾胜莆田） (C, 1240 m, https://directindex.org/r/tengshengite.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 Singapore and named 155 places. Bangkok Street Mookata wasn't one of them. See who was named: https://directindex.org/city/singapore/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 251601 sites); This site 72.3%. See what an AI agent reads on this site: https://directindex.org/r/bangkokstreetmookata.com.sg/agent-view ## Businesses like Bangkok Street Mookata in Singapore | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Singapore | 2660 | 54% | 34% | 72.3% | | Sites built with WordPress in Singapore | 852 | 63% | 41% | 72.3% | The best of the sites built with WordPress in Singapore: Akasa | Indian Restaurant Singapore (A 100%, https://directindex.org/r/akasa.sg); Artemis Grill and Sky Bar (A 100%, https://directindex.org/r/artemisgrill.com.sg); Awadh (A 100%, https://directindex.org/r/themanor.sg); Byblos Grill (A 100%, https://directindex.org/r/byblosgrillsg.com); COCA Restaurant (A 100%, https://directindex.org/r/coca.com.sg). With the fix above (No structured data for the business), the score would be about 95.4%. That would be 48th of 2,660 in Singapore, up from 709th. ## The direct record What agents get for Bangkok Street Mookata, as JSON: https://directindex.org/api/direct/bangkokstreetmookata.com.sg - Book: none on record - Order: https://bangkokstreetmookata.com.sg/ (own site; found by the scan of 2026-10-22, not yet tested) - Menu: https://bangkokstreetmookata.com.sg/product-category/set-menu/ (html_page; from the scan) - Hours: none on record - Phone: +6588552929 - Stable links that count: https://directindex.org/go/bangkokstreetmookata.com.sg/order, https://directindex.org/go/bangkokstreetmookata.com.sg/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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 7 | 25 | | Actionable | 15 | 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/bangkokstreetmookata.com.sg - 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: 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/bangkokstreetmookata.com.sg/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/bangkokstreetmookata.com.sg/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=bangkokstreetmookata.com.sg&force=1