# HarBin Dumpling: Agent-Direct Score D (41.5%)

Site: https://harbindumpling.ca/
Report: https://directindex.org/r/harbindumpling.ca
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
HarBin Dumpling is hard for agents to use.

## What to fix first
- **No structured data for the business.** Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type) with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations for a restaurant. It is the one block every assistant reads first. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu lives on another site.** The menu link points to pikapoint.io, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai
- **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.

## Since the previous scan (2026-10-14, D)
- Fixed: nothing
- New: nothing

## Where it stands
Rank 502 of 923 in Montreal (top 54%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 89% | no |
| Publish the menu or price list as HTML | 94% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 91% | yes |
| Structured data with address, phone and hours | 31% | no |
| Have an llms.txt | 26% | no |

Nearest places in the index: Taqueria Tin Tan (F, 33 m, https://directindex.org/r/tacostintan.ca); Baguette & Brochette (D, 54 m, https://directindex.org/r/baguettebrochette.com); L'Express (C, 128 m, https://directindex.org/r/restaurantlexpress.com); Le Nil Bleu (C, 198 m, https://directindex.org/r/nilbleurestaurant.com); Joséphine (F, 239 m, https://directindex.org/r/josephine-restaurant.ca); Saint Sushi (D, 248 m, https://directindex.org/r/saintsushi.com); La Maison Grecque (C, 253 m, https://directindex.org/r/lamaisongrecque.com); Sushi Tsuki (D, 261 m, https://directindex.org/r/sushitsuki.com); Sorino (A, 263 m, https://directindex.org/r/sorinopizzeria.com); L'Gros Luxe (B, 271 m, https://directindex.org/r/lgrosluxe.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 | 2 | 25 |
| actionable | 0 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 0 of 5: Not Ready. Cloudflare's report: https://isitagentready.com/harbindumpling.ca
- 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: 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

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