# Mandala Kitchen & Bar: Agent-Direct Score C (69.2%)

Site: http://mandalakitchenandbar.com/
Report: https://directindex.org/r/mandalakitchenandbar.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.)
Mandala Kitchen & Bar is partly visible to agents.

## Direct links
- Order directly: https://ordering.chownow.com/order/12368/locations (through chownow acting for the business)
- Menu: http://mandalakitchenandbar.com/menu.shtml
- Phone: +1-512-386-1038

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No working HTTPS.** (+3 points) The page is only served over plain http. Agents and browsers downrank or refuse it.
- **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **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

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Mandala Kitchen & Bar",
  "url": "http://mandalakitchenandbar.com/",
  "telephone": "+1-512-386-1038",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "South Lamar Boulevard 1100",
    "postalCode": "78704",
    "addressLocality": "Austin"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 30.2553704,
    "longitude": -97.7621579
  },
  "openingHours": "Mo-Th 11:00-15:00,17:00-24:00; Fr 11:00-15:00,17:00-01:00; Sa 12:00-01:00; Su 12:00-24:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "11:00",
      "closes": "15:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "17:00",
      "closes": "24:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday"
      ],
      "opens": "11:00",
      "closes": "15:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday"
      ],
      "opens": "17:00",
      "closes": "01:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "12:00",
      "closes": "01:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "24:00"
    }
  ],
  "servesCuisine": [
    "asian",
    "vietnamese",
    "thai",
    "lao"
  ],
  "hasMenu": "http://mandalakitchenandbar.com/menu.shtml",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://ordering.chownow.com/order/12368/locations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Mandala Kitchen & Bar

> restaurant (asian, vietnamese, thai, lao) in South Lamar Boulevard 1100 78704 Austin, Austin. Phone +1-512-386-1038.

## Book or order directly

- Order: https://ordering.chownow.com/order/12368/locations (through chownow acting for the business)
- Menu: http://mandalakitchenandbar.com/menu.shtml

## Opening hours

Mo-Th 11:00-15:00,17:00-24:00; Fr 11:00-15:00,17:00-01:00; Sa 12:00-01:00; Su 12:00-24:00

## About

- Website: http://mandalakitchenandbar.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 (LocalBusiness).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering through chownow on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
269 of 654 in Austin. Top 41% 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 | 95% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 64% | no |
| Have an llms.txt | 23% | no |

Nearest places with a similar menu: Thai Fresh (A, 827 m, https://directindex.org/r/thai-fresh.com); Elizabeth Street Cafe (B, 950 m, https://directindex.org/r/elizabethstreetcafe.com); Lin Asian Bar + Dim Sum (B, 1982 m, https://directindex.org/r/linasianbar.com); P.F. Chang's (B, 2203 m, https://directindex.org/r/pfchangs.com); Mai Thai (C, 2225 m, https://directindex.org/r/maithaionline.com); Anthem (B, 2396 m, https://directindex.org/r/eatdrinkanthem.com); 1618 Asian Fusion (A, 3255 m, https://directindex.org/r/1618asianfusion.com); Pho Please (B, 3542 m, https://directindex.org/r/phopleaseaustin.com); Hai Ky (F, 3797 m, https://directindex.org/r/zzl.org); Pei Wei (A, 3844 m, https://directindex.org/r/peiwei.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 ChowNow 72% (53% A or B, 270 sites); This site 69.2%.

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

## Businesses like Mandala Kitchen & Bar in Austin

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Austin | 654 | 51% | 40% | 69.2% |
| Using ChowNow in Austin | 10 | 70% | 40% | 69.2% |

The best of Using ChowNow in Austin: Freda's Seafood Grille (A 100%, https://directindex.org/r/fredasaustin.com); 24 Diner (B 80%, https://directindex.org/r/24diner.com); Tsukimi All-You-Can-Eat Sushi (B 78.5%, https://directindex.org/r/tsukimiaustin.com); Salty Sow (B 76.9%, https://directindex.org/r/saltysow.com); Sushi Bang Bang (C 66.2%, https://directindex.org/r/sushibangbangtx.com).

With the three fixes above (Structured data is incomplete; No working HTTPS; Almost no text without JavaScript) the score would be about 87.7%: 55th of 654 in Austin, up from 269th.

## The direct record
What agents get for Mandala Kitchen & Bar, as JSON: https://directindex.org/api/direct/mandalakitchenandbar.com
- Book: none on record
- Order: https://ordering.chownow.com/order/12368/locations (vendor on own site: ChowNow; found by the scan of 2026-10-14, not yet tested)
- Menu: http://mandalakitchenandbar.com/menu.shtml (html_page; from the scan)
- Hours: Mo-Th 11:00-15:00,17:00-24:00; Fr 11:00-15:00,17:00-01:00; Sa 12:00-01:00; Su 12:00-24:00 (closed now) (from OpenStreetMap)
- Phone: +1-512-386-1038
- Stable links that count: https://directindex.org/go/mandalakitchenandbar.com/order, https://directindex.org/go/mandalakitchenandbar.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, ChowNow: Not stated. ChowNow's customer terms (8 September 2025) bar automated means such as spiders, robots and crawlers to download or scrape data, except search engines; they do not address an agent placing an order for a person, and no agent programme was found. Read 2026-10-15: https://get.chownow.com/terms-of-service

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 20 | 25 |
| Readable | 15 | 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/mandalakitchenandbar.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

Deep report: https://directindex.org/r/mandalakitchenandbar.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=mandalakitchenandbar.com&force=1