# Nervous Dog Coffee: Agent-Direct Score B (72.3%)

Site: https://nervousdogcoffee.com
Report: https://directindex.org/r/nervousdog.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.)
Nervous Dog Coffee is mostly ready for agents.
An AI assistant can open Nervous Dog Coffee's website. It can read what Nervous Dog Coffee offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.nervousdog.com/book-your-band-hang-your-art (on the business's own site)
- Order directly: https://order.nervousdog.com/ (on the business's own site)
- Menu: https://www.nervousdog.com/menu
- Phone: 4152824364
- Address: 3438 Mission St, 94110-5437, San Francisco
- Its menu mentions: vegan options, vegetarian dishes

## Nearby, also direct
Places near Nervous Dog Coffee that take a booking or an order on their own website, with no marketplace in between.
- The Knockout (460 m): https://directindex.org/r/theknockoutsf.com
- Lucky Horseshoe (590 m): https://directindex.org/r/theluckyhorseshoebar.com

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. 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": "LocalBusiness",
  "name": "Nervous Dog Coffee",
  "url": "https://nervousdogcoffee.com",
  "telephone": "4152824364",
  "address": "3438 Mission St, 94110-5437, San Francisco",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.741667,
    "longitude": -122.422722
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.nervousdog.com/book-your-band-hang-your-art",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.nervousdog.com/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Nervous Dog Coffee

> local business in 3438 Mission St, 94110-5437, San Francisco, San Francisco cafes and bars. Phone 4152824364.

## Book or order directly

- Book: https://www.nervousdog.com/book-your-band-hang-your-art (on the business's own site)
- Order: https://order.nervousdog.com/ (on the business's own site)
- Menu: https://www.nervousdog.com/menu

## About

- Website: https://nervousdogcoffee.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.
- **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 on your own site.** Agents can order without going through a marketplace.

## Where it stands
224 of 1053 in San Francisco cafes and bars. Top 21% 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 | 98% | yes |
| Publish the menu or price list as HTML | 83% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 32% | no |
| Have an llms.txt | 25% | no |

Nearest places in the index: Tea Rex (F, 12 m, https://directindex.org/r/tearexsf.com); Coronitas (F, 246 m, https://directindex.org/r/opendi.us); Rock Bar (D, 276 m, https://directindex.org/r/rockbarsf.com); Cafe Seventy8 (F, 278 m, https://directindex.org/r/cafeseventy8.com); The Bar on Dolores (F, 285 m, https://directindex.org/r/thebarondolores.com); Cafe XO (F, 329 m, https://directindex.org/r/cafexo.com); The Knockout (B, 459 m, https://directindex.org/r/theknockoutsf.com); Holy Water (C, 470 m, https://directindex.org/r/holywatersf.com); Fat Cat x The Mantis (C, 470 m, https://directindex.org/r/fatcatsf.com); Lucky Horseshoe (C, 587 m, https://directindex.org/r/theluckyhorseshoebar.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.


Compared with its peers: Sites built with Squarespace 61% (41% A or B, 32150 sites); This site 72.3%.

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

## Businesses like Nervous Dog Coffee in San Francisco cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco cafes and bars | 1053 | 48% | 24% | 72.3% |
| Sites built with Squarespace in San Francisco cafes and bars | 239 | 66% | 42% | 72.3% |

The best of the sites built with Squarespace in San Francisco cafes and bars: The Green Heron (A 100%, https://directindex.org/r/greenheronsf.com); Mezcalito (A 95.4%, https://directindex.org/r/mezcalitosf.com); The Red Tail (A 95.4%, https://directindex.org/r/redtailsf.com); Casements (A 93.8%, https://directindex.org/r/casementsbar.com); Gratta Wines (A 93.8%, https://directindex.org/r/grattawines.com).

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 6th of 1,053 in San Francisco cafes and bars, up from 224th.

## The direct record
What agents get for Nervous Dog Coffee, as JSON: https://directindex.org/api/direct/nervousdog.com
- Book: https://www.nervousdog.com/book-your-band-hang-your-art (own site; found by the scan of 2026-10-24, not yet tested)
- Order: https://order.nervousdog.com/ (own site; found by the scan of 2026-10-24, not yet tested)
- Menu: https://www.nervousdog.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: 4152824364
- Stable links that count: https://directindex.org/go/nervousdog.com/book, https://directindex.org/go/nervousdog.com/order, https://directindex.org/go/nervousdog.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 (Square, Toast, or a vendor whose terms allow agents): no

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 7 | 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/nervousdog.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: no

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