# Gangnam Spice: Agent-Direct Score A (87.7%)

Site: https://www.gangnamspice.com/
Report: https://directindex.org/r/gangnamspice.com
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.)
Gangnam Spice is ready for agents.

## Direct links
- Order directly: https://order.toasttab.com/online/gangnam-spice-jackson-square?source=pop_up&spot_id=710259&destination=order&promotion=order_online (through toast acting for the business)
- Menu: https://gangnamspice.com/food-menu
- Phone: 6175168054

## What to fix first
- **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.

```
# Gangnam Spice

> restaurant (chicken, korean) in Boston. Phone 6175168054.

## Book or order directly

- Order: https://order.toasttab.com/online/gangnam-spice-jackson-square?source=pop_up&spot_id=710259&destination=order&promotion=order_online (through toast acting for the business)
- Menu: https://gangnamspice.com/food-menu

## About

- Website: https://www.gangnamspice.com/
- 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.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.
- **Toast lets agents act only through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that is not a partner cannot finish the step there; a direct path on your own domain works for all of them.

## Where it stands
94 of 834 in Boston. Top 11% 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% | yes |
| Publish the menu or price list as HTML | 98% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 42% | yes |
| Have an llms.txt | 18% | no |

Nearest places with a similar menu: Popeyes (F, 2040 m, https://directindex.org/r/popeyes.com); bb.q Chicken (B, 2979 m, https://directindex.org/r/bbqchicken.com); Chick-fil-A (A, 3609 m, https://directindex.org/r/chick-fil-a.com); bb.q Chicken (A, 4079 m, https://directindex.org/r/bbqchickenallston.com); Olitoki (C, 4082 m, https://directindex.org/r/olitoki.com); Hanmaru (F, 4123 m, https://directindex.org/r/hanmaruboston.com); Park's Kitchen (B, 4164 m, https://directindex.org/r/parksikdangboston.com); The Halal Guys (B, 4192 m, https://directindex.org/r/thehalalguys.com); Dave's Hot Chicken (D, 4198 m, https://directindex.org/r/daveshotchicken.com); Korean Garden (C, 4223 m, https://directindex.org/r/koreangardenma.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.

Against its peers: Sites using Toast 74% (63% A or B, 1884 sites); This site 87.7%.

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

Read by AI agents 6 times this month.

## Businesses like Gangnam Spice in Boston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Boston | 834 | 53% | 41% | 87.7% |
| Using Toast in Boston | 136 | 76% | 68% | 87.7% |

The best of Using Toast in Boston: Aquapazza (A 100%, https://directindex.org/r/aquapazza-boston.com); Machu Picchu (A 96.3%, https://directindex.org/r/machupicchuboston.com); Season To Taste (A 95%, https://directindex.org/r/seasontotaste.com); Shōjō Cambridge (A 95%, https://directindex.org/r/shojocambridge.com); Taberna de Haro (A 95%, https://directindex.org/r/tabernaboston.com).

## The direct record
What agents get for Gangnam Spice, as JSON: https://directindex.org/api/direct/gangnamspice.com
- Book: none on record
- Order: https://order.toasttab.com/online/gangnam-spice-jackson-square?source=pop_up&spot_id=710259&destination=order&promotion=order_online (vendor on own site: Toast; found by the scan of 2026-10-14, not yet tested)
- Menu: https://gangnamspice.com/food-menu (html_page; from the scan)
- Hours: none on record
- Phone: 6175168054
- Stable links that count: https://directindex.org/go/gangnamspice.com/order, https://directindex.org/go/gangnamspice.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): 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
- Vendor terms for agents, Toast: Partners only. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 10 | 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/gangnamspice.com
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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/gangnamspice.com/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=gangnamspice.com&force=1