# Chef Jun: Agent-Direct Score A (86.2%)

Site: https://www.chefjun.com
Report: https://directindex.org/r/chefjun.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Chef Jun is ready for agents.
An AI assistant can open Chef Jun's website. It can read what Chef Jun offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://chefjun.com/reservation (on the business's own site)
- Order directly: https://order.toasttab.com/online/locations/b28d2099-c4e8-4106-9729-5a34a204d230/ (through toast acting for the business)
- Menu: https://chefjun.com/menu-bayho
- Phone: 6197829484
- Address: Avati Drive
- Its menu mentions: vegetarian dishes, a lunch or set menu

## Nearby, also direct
Places near Chef Jun that take a booking or an order on their own website, with no marketplace in between.
- Lanna Thai Cuisine (1.2 km): https://directindex.org/r/lannathaicuisine.com
- Indya (1.8 km): https://directindex.org/r/eatindya.com

## What to fix first
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

## 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
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Chef Jun",
  "url": "https://www.chefjun.com",
  "telephone": "6197829484",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Avati Drive"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 32.8140266,
    "longitude": -117.2166435
  },
  "acceptsReservations": "https://chefjun.com/reservation",
  "hasMenu": "https://chefjun.com/menu-bayho",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://chefjun.com/reservation",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.toasttab.com/online/locations/b28d2099-c4e8-4106-9729-5a34a204d230/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Chef Jun

> restaurant in Avati Drive, San Diego. Phone 6197829484.

## Book or order directly

- Book: https://chefjun.com/reservation (on the business's own site)
- Order: https://order.toasttab.com/online/locations/b28d2099-c4e8-4106-9729-5a34a204d230/ (through toast acting for the business)
- Menu: https://chefjun.com/menu-bayho

## About

- Website: https://www.chefjun.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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (LocalBusiness).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
292 of 2243 in San Diego. Top 13% 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 | 100% | yes |
| Publish the menu or price list as HTML | 94% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 62% | no |
| Have an llms.txt | 37% | no |

Nearest places in the index: Isabella Restaurants Lp (F, 25 m, https://directindex.org/r/isabellasrestaurantsj.com); Kitchen 4140 (D, 258 m, https://directindex.org/r/kitchen4140.com); Cali Bánh Mì (F, 838 m, https://directindex.org/r/calibanhmi.com); Papas Pizza (C, 1010 m, https://directindex.org/r/papaspizzasandiego.net); El Rey Moro Taco Shop (F, 1029 m, https://directindex.org/r/bestcafes.online); Wasabi Sushi (A, 1044 m, https://directindex.org/r/wasabisushi.com); Sushi Ota (F, 1176 m, https://directindex.org/r/sushiota.com); Lanna Thai Cuisine (B, 1190 m, https://directindex.org/r/lannathaicuisine.com); Santana's Mexican Food (F, 1632 m, https://directindex.org/r/santanas.com); Indya (A, 1785 m, https://directindex.org/r/eatindya.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.

The assistants were asked 22 everyday questions about San Diego and named 100 places. Chef Jun wasn't one of them. See who was named: https://directindex.org/city/san-diego/recommended


Compared with its peers: Sites built with Squarespace 61% (41% A or B, 32150 sites); Sites using Toast 73% (62% A or B, 6097 sites); This site 86.2%.

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

## Businesses like Chef Jun in San Diego

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Diego | 2243 | 55% | 36% | 86.2% |
| Sites built with Squarespace in San Diego | 183 | 72% | 58% | 86.2% |
| Sites using Toast in San Diego | 292 | 75% | 62% | 86.2% |
| Sites built with Squarespace and using Toast in San Diego | 49 | 82% | 86% | 86.2% |

The best of the sites built with Squarespace and using Toast in San Diego: Piatti (A 100%, https://directindex.org/r/piatti.com); Catania (A 93.8%, https://directindex.org/r/cataniasd.com); Earlybird Breakfast Burritos - Mission + Garnet (A 93.8%, https://directindex.org/r/earlybirdbreakfastburritos.com); Head Lettuce (A 93.8%, https://directindex.org/r/earlybirdbreakfastburritos.com); Mission + Garnet Food Hall (A 93.8%, https://directindex.org/r/earlybirdbreakfastburritos.com).

With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 64th of 2,243 in San Diego, up from 292nd.

## The direct record
What agents get for Chef Jun, as JSON: https://directindex.org/api/direct/chefjun.com
- Book: https://chefjun.com/reservation (own site; found by the scan of 2026-10-24, not yet tested)
- Order: https://order.toasttab.com/online/locations/b28d2099-c4e8-4106-9729-5a34a204d230/ (vendor on own site: Toast; found by the scan of 2026-10-24, not yet tested)
- Menu: https://chefjun.com/menu-bayho (html_page; from the scan)
- Hours: none on record
- Phone: 6197829484
- Stable links that count: https://directindex.org/go/chefjun.com/book, https://directindex.org/go/chefjun.com/order, https://directindex.org/go/chefjun.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 (Toast): yes

Found one hop past the home page: booking page /reservation: phone.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 16 | 25 |
| Actionable | 15 | 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/chefjun.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: 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

Keep watching this business (https://directindex.org/r/chefjun.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/chefjun.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=chefjun.com&force=1