# Papa Noodle: Agent-Direct Score B (75.4%)

Site: http://www.papanoodlesf.com
Report: https://directindex.org/r/papanoodlesf.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.)
Papa Noodle is mostly ready for agents.
An AI assistant can open Papa Noodle's website. What Papa Noodle offers is on another site. It finds a way to book or order directly, through Toast.

## Direct links
- Order directly: https://order.toasttab.com/online/papa-noodle-sf (through toast acting for the business)
- Phone: (415) 213-2825
- Address: 117 New Montgomery St, 94105, San Francisco

## Nearby, also direct
Places near Papa Noodle that take a booking or an order on their own website, with no marketplace in between.
- Noodles & Company (480 m): https://directindex.org/r/noodles.com
- Nojo Ramen Tavern (2.2 km): https://directindex.org/r/nojosframen.com
- Umai Ramen House (2.5 km): https://directindex.org/r/umairamenhouse.com
- Torraku Ramen (2.7 km): https://directindex.org/r/torrakuramen.com

## What to fix first
- **Menu or price list is on another site.** (+5 points) The link goes to toasttab.com, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The phone number on the site doesn't match the open map data.** The site shows 6282773686, but OpenStreetMap or Overture Maps lists (415) 213-2825. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "LocalBusiness",
  "name": "Papa Noodle",
  "url": "http://www.papanoodlesf.com",
  "telephone": "(415) 213-2825",
  "address": "117 New Montgomery St, 94105, San Francisco",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.787214,
    "longitude": -122.40005
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.toasttab.com/online/papa-noodle-sf",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## 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).** address, phone
- **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Toast works with agents 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. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
531 of 2392 in San Francisco. Top 22% 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 | 89% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 55% | no |
| Have an llms.txt | 25% | yes |

Nearest places with a similar menu: Ippudo (一風堂) (F, 416 m, https://directindex.org/r/ippudo-us.com); Yo-Kai Express (F, 432 m, https://directindex.org/r/yokaiexpress.com); Noodles & Company (B, 479 m, https://directindex.org/r/noodles.com); Slurp Ramen (D, 883 m, https://directindex.org/r/slurpinramenla.com); Ramen Sho Ryu (F, 2177 m, https://directindex.org/r/ramenshoryusf.com); Nojo Ramen Tavern (B, 2207 m, https://directindex.org/r/nojosframen.com); Otoro Sushi (F, 2430 m, https://directindex.org/r/orderotorosushi.com); Waraku (F, 2528 m, https://directindex.org/r/ramenwaraku.com); Umai Ramen House (B, 2528 m, https://directindex.org/r/umairamenhouse.com); Torraku Ramen (F, 2707 m, https://directindex.org/r/torrakuramen.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 Francisco and named 113 places. Papa Noodle wasn't one of them. See who was named: https://directindex.org/city/san-francisco/recommended


Compared with its peers: Sites built with Wix 52% (28% A or B, 48660 sites); Sites using Toast 73% (62% A or B, 6735 sites); This site 75.4%.

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

## Businesses like Papa Noodle in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco | 2392 | 49% | 32% | 75.4% |
| Sites built with Wix in San Francisco | 173 | 63% | 46% | 75.4% |
| Sites using Toast in San Francisco | 215 | 75% | 66% | 75.4% |
| Sites built with Wix and using Toast in San Francisco | 26 | 67% | 46% | 75.4% |

The best of the sites built with Wix and using Toast in San Francisco: Peacock Pansy (A 89.2%, https://directindex.org/r/peacockpansy.com); Khob Khun Thai cuisine & breakfast (A 87.7%, https://directindex.org/r/khobkhunsf.com); Mangrove (A 87.7%, https://directindex.org/r/mangrovekitchensf.com); Fish in the Box (A 86.3%, https://directindex.org/r/fishinthebox-sf.com); Blue Plate (B 83.1%, https://directindex.org/r/blueplatesf.com).

With the two fixes above (Menu or price list is on another site; Structured data is incomplete), the score would be about 87.7%. That would be 218th of 2,392 in San Francisco, up from 531st.

## The direct record
What agents get for Papa Noodle, as JSON: https://directindex.org/api/direct/papanoodlesf.com
- Book: none on record
- Order: https://order.toasttab.com/online/papa-noodle-sf (vendor on own site: Toast; found by the scan of 2026-10-24, not yet tested)
- Menu: https://order.toasttab.com/online/papa-noodle-sf (external; from the scan)
- Hours: none on record
- Phone: (415) 213-2825
- Stable links that count: https://directindex.org/go/papanoodlesf.com/order, https://directindex.org/go/papanoodlesf.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): yes
- 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
- Vendor terms for agents, Toast: Through 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/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 14 | 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/papanoodlesf.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: 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

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