# An Sibin: Agent-Direct Score B (80%)

Site: https://ansibin.net/
Report: https://directindex.org/r/ansibin.net
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
An Sibin is mostly ready for agents.

## Direct links
- Menu: https://ansibin.net/menus
- Phone: +16177143025

## What to fix first
- **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No llms.txt.** (no points, still worth doing) 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

## Fix kit: What to paste

llms.txt. Save as /llms.txt at the root of the site.

```
# An Sibin

> bar or pub in Cambridge Street 1193 02139 Cambridge, Boston cafes and bars. Phone +16177143025.

## Book or order directly

- Menu: https://ansibin.net/menus

## About

- Website: https://ansibin.net/
- 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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Since the scan of 2026-10-14 (B then)
- Fixed: nothing
- New: nothing

## Where it stands
46 of 249 in Boston cafes and bars. Top 18% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 92% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 28% | yes |
| Have an llms.txt | 8% | no |

Nearest places in the index: New Republik (C, 33 m, https://directindex.org/r/newrepublikbar.com); bōm dough (B, 114 m, https://directindex.org/r/bomdough.com); The Druid (C, 250 m, https://directindex.org/r/druidpub.com); Zuzu's Petals (D, 258 m, https://directindex.org/r/zuzuspetalscambridge.com); Komugi Bakery & Cafe (F, 389 m, https://directindex.org/r/bakerycafekomugi.com); Remnant Brewing Satellite (C, 474 m, https://directindex.org/r/remnantsomerville.com); Barismo (C, 675 m, https://directindex.org/r/barismo.com); Backbar (B, 760 m, https://directindex.org/r/backbarunion.com); Sally O'Brien's Bar and Grill (B, 820 m, https://directindex.org/r/sallyobriensbar.com); Bloc (B, 829 m, https://directindex.org/r/blocsomerville.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Score over 2 scans since 2026-10-14: 2026-10-14 80%, 2026-10-14 80%.

See what an AI agent reads on this site: https://directindex.org/r/ansibin.net/agent-view

Read by AI agents 5 times this month.

## Businesses like An Sibin in Boston cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Boston cafes and bars | 249 | 55% | 37% | 80% |

The best of Same kind in Boston cafes and bars: Warehouse Kitchen and Sports Bar (A 96.3%, https://directindex.org/r/thewarehouseboston.com); Brassica Kitchen + Cafe (A 95%, https://directindex.org/r/brassicakitchen.com); Caffé Ducali (A 95%, https://directindex.org/r/duca.li); Comfort Kitchen (A 95%, https://directindex.org/r/comfortkitchenbos.com); Shojo (A 95%, https://directindex.org/r/shojoboston.com).

With the fix above (No booking or ordering path at all) the score would be about 100%: first of 249 in Boston cafes and bars.

## The direct record
What agents get for An Sibin, as JSON: https://directindex.org/api/direct/ansibin.net
- Book: none on record
- Order: none on record
- Menu: https://ansibin.net/menus (html_page; from the scan)
- Hours: none on record
- Phone: +16177143025
- Stable links that count: https://directindex.org/go/ansibin.net/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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 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/ansibin.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: 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

Deep report: https://directindex.org/r/ansibin.net/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=ansibin.net&force=1