# Bistro Du Vin: Agent-Direct Score C (58.9%) Site: http://www.bistroduvin.com.sg Report: https://directindex.org/r/bistroduvin.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.) Bistro Du Vin is partly visible to agents. Some AI assistants are turned away by Bistro Du Vin's website. It can read what Bistro Du Vin offers. It finds a way to book or order directly, through opentable.sg. ## Direct links - Menu: http://www.bistroduvin.com.sg/menu - Phone: +6567337763 - Address: 1 Scotts Rd, #01 - 14 Shaw Centre, 228208, Singapore - Its menu mentions: vegetarian dishes, a children's menu, a lunch or set menu ## Nearby, also direct Places near Bistro Du Vin that take a booking or an order on their own website, with no marketplace in between. - Les Amis (30 m): https://directindex.org/r/lesamis.com.sg - Merci Marcel (230 m): https://directindex.org/r/mercimarcelgroup.com - Delifrance (340 m): https://directindex.org/r/delifrance.com.sg - PAUL Boulangerie et Patisserie (500 m): https://directindex.org/r/paul-singapore.com - Le Figue (950 m): https://directindex.org/r/lefigue.com ## What to fix first - **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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 - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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 ## 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. ``` # Bistro Du Vin > local business (french) in 1 Scotts Rd, #01 - 14 Shaw Centre, 228208, Singapore, Singapore. Phone +6567337763. ## Book or order directly - Menu: http://www.bistroduvin.com.sg/menu ## About - Website: http://www.bistroduvin.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. - **Structured data found (LocalBusiness).** address, phone - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 1272 of 2660 in Singapore. Top 48% 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% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | no | | Structured data with address, phone and hours | 53% | no | | Have an llms.txt | 49% | no | Nearest places with a similar menu: Les Amis (B, 30 m, https://directindex.org/r/lesamis.com.sg); Merci Marcel (D, 226 m, https://directindex.org/r/mercimarcelgroup.com); Delifrance (A, 336 m, https://directindex.org/r/delifrance.com.sg); Laduree (D, 467 m, https://directindex.org/r/laduree.com); PAUL Boulangerie et Patisserie (B, 500 m, https://directindex.org/r/paul-singapore.com); Chateau TCC (F, 569 m, https://directindex.org/r/chateautcc.com); Antoinette Cafe (F, 767 m, https://directindex.org/r/antoinette.com.sg); Le Figue (F, 953 m, https://directindex.org/r/lefigue.com); Brasserie Gavroche - French Restaurant (B, 1819 m, https://directindex.org/r/brasseriegavroche.com); Frapasbar (F, 1919 m, https://directindex.org/r/frapasbar.sg). ## 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. Bistro Du Vin 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 58.9%. See what an AI agent reads on this site: https://directindex.org/r/bistroduvin.com.sg/agent-view ## Businesses like Bistro Du Vin in Singapore | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Singapore | 2660 | 54% | 34% | 58.9% | | Sites built with WordPress in Singapore | 852 | 63% | 41% | 58.9% | 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 (Booking through an unrecognised third party; Ordering through an unrecognised third party; The server turns AI crawlers away at the door), the score would be about 96.9%. That would be 43rd of 2,660 in Singapore, up from 1272nd. ## The direct record What agents get for Bistro Du Vin, as JSON: https://directindex.org/api/direct/bistroduvin.com.sg - Book: none on record - Order: none on record - Menu: http://www.bistroduvin.com.sg/menu (html_page; from the scan) - Hours: none on record - Phone: +6567337763 - Stable links that count: https://directindex.org/go/bistroduvin.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 Found one hop past the home page: contact page /contact-us: WhatsApp; menu page /menu: ordering link (other). ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 13.3 | 25 | | Readable | 19 | 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/bistroduvin.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: 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: yes - WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md) - JSON-LD for the business: yes Keep watching this business (https://directindex.org/r/bistroduvin.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/bistroduvin.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 ยท Rescan now: https://directindex.org/scan?url=bistroduvin.com.sg&force=1