# Mandi House: Agent-Direct Score A (86.3%)

Site: https://www.mandihouse.com/
Report: https://directindex.org/r/mandihouse.com
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Mandi House is ready for agents.

## Direct links
- Order directly: https://www.mandihouse.com/order (on the business's own site)
- Menu: https://www.mandihouse.com/menu
- Phone: +13236395904

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Mandi House",
  "url": "https://www.mandihouse.com/",
  "telephone": "+13236395904",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Valencia Street 680"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7619864,
    "longitude": -122.4217976
  },
  "servesCuisine": [
    "yemeni"
  ],
  "hasMenu": "https://www.mandihouse.com/menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.mandihouse.com/order",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## 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
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
150 of 1142 in San Francisco. Top 13% 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 | 94% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 48% | no |
| Have an llms.txt | 13% | yes |

Nearest places in the index: Curry Up Now (B, 49 m, https://directindex.org/r/curryupnow.com); Good Good Culture Club (B, 105 m, https://directindex.org/r/goodgoodcultureclub.com); Mosto (D, 114 m, https://directindex.org/r/mostobar.com); El Burger (D, 116 m, https://directindex.org/r/elburgersf.com); Curio (B, 160 m, https://directindex.org/r/curiobarsf.com); Bao (D, 170 m, https://directindex.org/r/baovalencia.com); YAMO (D, 185 m, https://directindex.org/r/yamosf.net); Prubechu (B, 215 m, https://directindex.org/r/prubechu.com); Mission Chinese Food (C, 222 m, https://directindex.org/r/missionchinesefood.com); Valencia Pizza & Pasta (F, 224 m, https://directindex.org/r/valenciapizzapasta.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.

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

## Businesses like Mandi House in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in San Francisco | 1142 | 50% | 40% | 86.3% |

The best of Same kind in San Francisco: ABSteak (A 100%, https://directindex.org/r/absteaksf.com); La Méditerranée (A 100%, https://directindex.org/r/lamednoe.com); Lapisara (A 100%, https://directindex.org/r/lapisaraeatery.com); Piatti (A 100%, https://directindex.org/r/piatti.com); The Pawn Shop (A 100%, https://directindex.org/r/thepawnshopsf.com).

With the fix above (Structured data is incomplete) the score would be about 90%: 78th of 1,142 in San Francisco, up from 150th.

## The direct record
What agents get for Mandi House, as JSON: https://directindex.org/api/direct/mandihouse.com
- Book: none on record
- Order: https://www.mandihouse.com/order (own site; could not verify: partial (2026-10-14))
- Menu: https://www.mandihouse.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: +13236395904
- Stable links that count: https://directindex.org/go/mandihouse.com/order, https://directindex.org/go/mandihouse.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

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 22 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/mandihouse.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: yes
- llms.txt: yes
- 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/mandihouse.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=mandihouse.com&force=1