# Penny Roma: Agent-Direct Score A (86.2%)

Site: https://pennyroma.com/
Report: https://directindex.org/r/pennyroma.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.)
Penny Roma is ready for agents.

## Direct links
- Book directly: https://pennyroma.com/#reservations (on the business's own site)
- Order directly: https://www.toasttab.com/flour-and-water-pasta-shop/giftcards (through toast acting for the business)
- Menu: https://pennyroma.com/#menus
- Phone: +14158267004

## 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, 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": "Penny Roma",
  "url": "https://pennyroma.com/",
  "telephone": "+14158267004",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "20th Street 3000"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.759246,
    "longitude": -122.4110476
  },
  "acceptsReservations": "https://pennyroma.com/#reservations",
  "hasMenu": "https://pennyroma.com/#menus",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://pennyroma.com/#reservations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/flour-and-water-pasta-shop/giftcards",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Penny Roma

> restaurant in 20th Street 3000, San Francisco. Phone +14158267004.

## Book or order directly

- Book: https://pennyroma.com/#reservations (on the business's own site)
- Order: https://www.toasttab.com/flour-and-water-pasta-shop/giftcards (through toast acting for the business)
- Menu: https://pennyroma.com/#menus

## About

- Website: https://pennyroma.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 (Organization).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
173 of 1261 in San Francisco. Top 14% 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 | 50% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: San Ho Won (B, 83 m, https://directindex.org/r/sanhowon.com); Flour + Water (C, 122 m, https://directindex.org/r/flourandwater.com); Mijoté (B, 150 m, https://directindex.org/r/mijotesf.com); Bon, nene (C, 192 m, https://directindex.org/r/bonnene.com); Osito (D, 271 m, https://directindex.org/r/ositosf.co); Base Camp (A, 338 m, https://directindex.org/r/basecampsf.com); Heirloom Cafe (C, 401 m, https://directindex.org/r/heirloom-sf.com); Ernest (B, 436 m, https://directindex.org/r/ernestsf.com); Mr. Pickle's Sandwich Shop (F, 502 m, https://directindex.org/r/sfmrpickles.com); Waterfall Cevicheria (B, 514 m, https://directindex.org/r/doloreswaterfall.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 built with WordPress 57% (26% A or B, 35830 sites); Sites using Toast 74% (62% A or B, 1749 sites); This site 86.2%.

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

## 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/pennyroma.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/pennyroma.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=pennyroma.com&force=1