# Hoshino Coffee: Agent-Direct Score C (64.6%)

Site: https://www.hoshinocoffee.com.sg/
Report: https://directindex.org/r/recipe.net
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Hoshino Coffee is partly visible to agents.

## What to fix first
- **Structured data is incomplete.** Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering path at all.** Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No llms.txt.** Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
Not ranked yet in Singapore cafes and bars.

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 97% | no |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 17% | no |
| Have an llms.txt | 38% | no |

Nearest places in the index: Cafe O (B, 11 m, https://directindex.org/r/souprestaurant.com.sg); Provence (F, 17 m, https://directindex.org/r/provence.com.sg); Bar Bar Black Sheep (C, 116 m, https://directindex.org/r/bbbs.com.sg); Tai Cheong Bakery (C, 119 m, https://directindex.org/r/taicheong.com.sg); Project Acai (B, 144 m, https://directindex.org/r/project-acai.com); Tanamera Coffee (B, 728 m, https://directindex.org/r/tanameracoffee.com.sg); O'Briens (C, 888 m, https://directindex.org/r/obriens.ie); Orange and Teal (D, 1030 m, https://directindex.org/r/orangeandteal.sg); Jimmy Monkey Cafe & Bar (A, 1176 m, https://directindex.org/r/jimmymonkey.com); Jiu Zhuang (B, 1532 m, https://directindex.org/r/jiu-zhuang.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 17 | 25 |
| actionable | 0 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/recipe.net
- 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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=recipe.net&force=1