# Golden Bons: Agent-Direct Score D (44.6%) Site: http://www.goldenbons.com/ Report: https://directindex.org/r/goldenbons.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.) Golden Bons is hard for agents to use. An AI assistant can open Golden Bons's website. What Golden Bons offers is in a PDF or an image, and assistants read those badly. It finds a phone number, but no link to book or order online. ## Direct links - Phone: 60143090%20808 - Address: "Jalan Peel LOT 3 - 34, Sunway Velocity Mall", 55100, Bandar Kuala Lumpur - Languages: English, Chinese ## Nearby, also direct Places near Golden Bons that take a booking or an order on their own website, with no marketplace in between. - NY Steak Shack (30 m): https://directindex.org/r/nysteakshack.com - 牡丹 @ 一碟一味 Mudan Hot Pot Sunway Velocity (190 m): https://directindex.org/r/ydywhotpot.com - HOMI Curry Puff (420 m): https://directindex.org/r/homicurrypuff.com ## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Menu or price list is an image.** (+6 points) Agents can't read it. Publish it as text. 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 © 2022.** Visitors and assistants may read that year as the last time anyone looked after the site. In Kuala Lumpur, 72% 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. ``` # Golden Bons > local business in "Jalan Peel LOT 3 - 34, Sunway Velocity Mall", 55100, Bandar Kuala Lumpur, Kuala Lumpur. Phone 60143090%20808. ## Book or order directly - Menu: https://goldenbons.com/wp-content/uploads/2020/10/menu-item-8-1-1.png ## About - Website: http://www.goldenbons.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 main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. ## Where it stands 576 of 965 in Kuala Lumpur. Top 60% 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 | 92% | no | | Publish the menu or price list as HTML | 82% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes | | Structured data with address, phone and hours | 36% | no | | Have an llms.txt | 26% | no | Nearest places in the index: NY Steak Shack (C, 31 m, https://directindex.org/r/nysteakshack.com); Shabu-Yo (F, 52 m, https://directindex.org/r/skylark.com.my); Nanyang Cafe (D, 53 m, https://directindex.org/r/nanyangcafe.com); IPPUDO Sunway Velocity (D, 55 m, https://directindex.org/r/ippudo.com.my); Bentoya (C, 77 m, https://directindex.org/r/sunwayvelocitymall.com); Ichiban Ramen Sunway Velocity (D, 78 m, https://directindex.org/r/momos.io); Haidilao Sunway Velocity (F, 89 m, https://directindex.org/r/haidilao.com); Taan Thai My (C, 137 m, https://directindex.org/r/taanthai.com.my); 牡丹 @ 一碟一味 Mudan Hot Pot Sunway Velocity (C, 193 m, https://directindex.org/r/ydywhotpot.com); HOMI Curry Puff (C, 424 m, https://directindex.org/r/homicurrypuff.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 12 everyday questions about Kuala Lumpur and named 62 places. Golden Bons wasn't one of them. See who was named: https://directindex.org/city/kuala-lumpur/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 217120 sites); This site 44.6%. See what an AI agent reads on this site: https://directindex.org/r/goldenbons.com/agent-view ## Businesses like Golden Bons in Kuala Lumpur | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Kuala Lumpur | 965 | 49% | 22% | 44.6% | | Sites built with WordPress in Kuala Lumpur | 343 | 60% | 31% | 44.6% | The best of the sites built with WordPress in Kuala Lumpur: Sushi Hiro Sri Petaling (A 100%, https://directindex.org/r/sushihiro.my); Nasi Lemak Bamboo (A 95.4%, https://directindex.org/r/nasilemakbamboo.my); Penyet Express (A 95.4%, https://directindex.org/r/penyet.express); Super Saigon Bangsar KL - Pho Beef Noodle (A 95.4%, https://directindex.org/r/supersaigon.com.my); Tonkatsu by Ma Maison (A 95.4%, https://directindex.org/r/mamaison.com.my). With the three fixes above (No structured data for the business; No booking or ordering link on the website; Menu or price list is an image), the score would be about 95.4%. That would be 8th of 965 in Kuala Lumpur, up from 576th. ## The direct record What agents get for Golden Bons, as JSON: https://directindex.org/api/direct/goldenbons.com - Book: none on record - Order: none on record - Menu: https://goldenbons.com/wp-content/uploads/2020/10/menu-item-8-1-1.png (image; from the scan) - Hours: none on record - Phone: 60143090%20808 - Stable links that count: https://directindex.org/go/goldenbons.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 Found one hop past the home page: contact page /contact-us/: WhatsApp. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 2 | 25 | | Actionable | 2 | 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/goldenbons.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 Keep watching this business (https://directindex.org/r/goldenbons.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/goldenbons.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=goldenbons.com&force=1