# Two Blur guys: Agent-Direct Score D (53.8%) Site: https://twoblurguys.com/ Report: https://directindex.org/r/twoblurguys.com 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.) Two Blur guys is hard for agents to use. An AI assistant can open Two Blur guys's website. What Two Blur guys offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through food.grab.com. ## Direct links - Menu: https://twoblurguys.com/wp-content/uploads/2024/09/TBG-Menu-Sep-24.pdf - Address: Jalan Besar ## Nearby, also direct Places near Two Blur guys that take a booking or an order on their own website, with no marketplace in between. - Marmaris (1.2 km): https://directindex.org/r/marmaris.sg - Hooters (1.8 km): https://directindex.org/r/hooters.com - Burger King (2.2 km): https://directindex.org/r/burgerking.com.sg - Five Guys (2.2 km): https://directindex.org/r/fiveguys.sg - Wildfire Burgers (3.1 km): https://directindex.org/r/wearewildfire.asia ## 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 - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **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 - **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) - **The footer says © 2023.** Visitors and assistants may read that year as the last time anyone looked after the site. In Singapore, 68% of comparable sites that show a year say 2025 or later. ## 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. ``` # Two Blur guys > restaurant (burger) in Jalan Besar, Singapore. ## Book or order directly - Menu: https://twoblurguys.com/wp-content/uploads/2024/09/TBG-Menu-Sep-24.pdf ## About - Website: https://twoblurguys.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. ## Where it stands 1449 of 2660 in Singapore. Top 54% 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% | no | | Publish the menu or price list as HTML | 89% | no | | 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 with a similar menu: Marmaris (B, 1153 m, https://directindex.org/r/marmaris.sg); FatPapas Burgers and Shakes- Singapore (F, 1389 m, https://directindex.org/r/fatpapas.sg); Bergs Gourmet Burgers (F, 1426 m, https://directindex.org/r/bergsburgers.com); TwentyFive Degrees (D, 1662 m, https://directindex.org/r/randblab.com); Hooters (A, 1825 m, https://directindex.org/r/hooters.com); Burger King (C, 2172 m, https://directindex.org/r/burgerking.com.sg); Five Guys (B, 2221 m, https://directindex.org/r/fiveguys.sg); NBCB (F, 2622 m, https://directindex.org/r/nbcb.com.sg); Hans im Glück (D, 3042 m, https://directindex.org/r/time.now); Wildfire Burgers (A, 3127 m, https://directindex.org/r/wearewildfire.asia). ## 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 159 places. Two Blur guys 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, 224455 sites); This site 53.8%. See what an AI agent reads on this site: https://directindex.org/r/twoblurguys.com/agent-view ## Businesses like Two Blur guys in Singapore | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Singapore | 2660 | 54% | 34% | 53.8% | | Sites built with WordPress in Singapore | 852 | 63% | 41% | 53.8% | 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 three fixes above (No structured data for the business; Ordering through an unrecognised third party; Menu or price list is a PDF), the score would be about 95.4%. That would be 48th of 2,660 in Singapore, up from 1449th. ## The direct record What agents get for Two Blur guys, as JSON: https://directindex.org/api/direct/twoblurguys.com - Book: none on record - Order: none on record - Menu: https://twoblurguys.com/wp-content/uploads/2024/09/TBG-Menu-Sep-24.pdf (pdf; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/twoblurguys.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 4 | 25 | | Actionable | 6 | 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/twoblurguys.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/twoblurguys.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/twoblurguys.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=twoblurguys.com&force=1