# Jing Si Books and Cafe: Agent-Direct Score D (45.5%) Site: https://www.jingsi.com Report: https://directindex.org/r/jingsi.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.) Jing Si Books and Cafe is hard for agents to use. Some AI assistants are turned away by Jing Si Books and Cafe's website. It can read what Jing Si Books and Cafe offers. It can't find a link to book or order online. ## Direct links - Menu: https://www.jingsi.com/stores/jingsi-coffee - Phone: +6567472080 - Address: 134 Geylang East Ave 1, #01-219, 380134, Singapore ## Nearby, also direct Places near Jing Si Books and Cafe that take a booking or an order on their own website, with no marketplace in between. - Woodcask Whisky Bar (650 m): https://directindex.org/r/woodcask.shop - Cafe 2b Bistro (850 m): https://directindex.org/r/eatzigourmet.com.sg ## What to fix first - **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. 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 on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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 - **robots.txt blocks GPTBot, ClaudeBot, Google-Extended.** (+3.7 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents - **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 © 2019.** Visitors and assistants may read that year as the last time anyone looked after the site. In Singapore, 69% of comparable sites that show a year say 2025 or later. - **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Singapore, 9.5% of comparable sites declare one. ## 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 ``` robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. ``` # Let AI assistants read the site: they send people to you; a marketplace keeps them. # Remove any Disallow lines for these names elsewhere in this file. User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: / User-agent: OAI-SearchBot Allow: / User-agent: ChatGPT-User Allow: / User-agent: Claude-User Allow: / User-agent: Perplexity-User Allow: / ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Jing Si Books and Cafe > organization in 134 Geylang East Ave 1, #01-219, 380134, Singapore, Singapore cafes and bars. Phone +6567472080. ## Book or order directly - Menu: https://www.jingsi.com/stores/jingsi-coffee ## About - Website: https://www.jingsi.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **Structured data found (Organization).** no address, phone or hours in it - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 635 of 1034 in Singapore cafes and bars. Top 61% 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 | 98% | no | | Publish the menu or price list as HTML | 84% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | no | | Structured data with address, phone and hours | 36% | no | | Have an llms.txt | 52% | no | Nearest places in the index: Food More - 118 Aljunied Food Court (D, 483 m, https://directindex.org/r/fmfoodcourt.com.sg); Woodcask Whisky Bar (B, 647 m, https://directindex.org/r/woodcask.shop); Caribou cafe (F, 700 m, https://directindex.org/r/runningcaribou.com); Fong Sheng Hao (D, 746 m, https://directindex.org/r/fongshenghao.com.tw); London Fat Duck (F, 773 m, https://directindex.org/r/linkin.bio); The Alley 鹿角巷 (F, 796 m, https://directindex.org/r/the-alley.sg); Attap House (C, 821 m, https://directindex.org/r/attaphouse.com.sg); Cafe 2b Bistro (B, 853 m, https://directindex.org/r/eatzigourmet.com.sg); iFood (F, 875 m, https://directindex.org/r/ifood.com.sg); ChaTraMue (D, 898 m, https://directindex.org/r/cha-thai.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. See what an AI agent reads on this site: https://directindex.org/r/jingsi.com/agent-view ## Businesses like Jing Si Books and Cafe in Singapore cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Singapore cafes and bars | 1034 | 51% | 30% | 45.5% | The best of the businesses of the same kind in Singapore cafes and bars: British Indian Curry Hut (A 100%, https://directindex.org/r/britishindiancurryhut.sg); Fruicey (A 100%, https://directindex.org/r/fruicey.sg); Olá Açaí SG (A 100%, https://directindex.org/r/olaacai.sg); PEN & INC, Cafe & Bar, One-North (A 100%, https://directindex.org/r/penandinc.sg); Seng Coffee Bar (A 100%, https://directindex.org/r/sengcoffeebar.sg). With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; The server turns AI crawlers away at the door), the score would be about 89.7%. That would be 38th of 1,034 in Singapore cafes and bars, up from 635th. ## The direct record What agents get for Jing Si Books and Cafe, as JSON: https://directindex.org/api/direct/jingsi.com - Book: none on record - Order: none on record - Menu: https://www.jingsi.com/stores/jingsi-coffee (html_page; from the scan) - Hours: none on record - Phone: +6567472080 - Stable links that count: https://directindex.org/go/jingsi.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 | 14.6 | 25 | | Readable | 15 | 25 | | Actionable | 0 | 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/jingsi.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: yes - Content Signals in robots.txt: yes - 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: yes Keep watching this business (https://directindex.org/r/jingsi.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/jingsi.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=jingsi.com&force=1