# Harper & Rye: Agent-Direct Score B (84.6%)

Site: http://www.harperandrye.com/
Report: https://directindex.org/r/harperandrye.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.)
Harper & Rye is mostly ready for agents.
An AI assistant can open Harper & Rye's website. It can read what Harper & Rye offers. It finds a way to book or order directly, through Tripleseat.

## Direct links
- Book directly: https://pkdarlingharper.tripleseat.com/party_request/21079 (through tripleseat acting for the business)
- Menu: https://www.harperandrye.com/menu1
- Address: Polk Street 1695 94109 San Francisco

## Nearby, also direct
Places near Harper & Rye that take a booking or an order on their own website, with no marketplace in between.
- Dokkaebier (70 m): https://directindex.org/r/enjoydkb.com
- The Crepe House (100 m): https://directindex.org/r/thecrepehouse.com
- It's A Grind Coffee House (130 m): https://directindex.org/r/itsagrind.com
- Upfordayz Cafe & Bakery (130 m): https://directindex.org/r/upfordayz.com
- Souvenir Coffee (220 m): https://directindex.org/r/souvenir-coffee.com

## What to fix first
- **Structured data is incomplete.** (+2 points) Missing: telephone. 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": "BarOrPub",
  "name": "Harper & Rye",
  "url": "http://www.harperandrye.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Polk Street 1695",
    "postalCode": "94109",
    "addressLocality": "San Francisco"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7922403,
    "longitude": -122.421214
  },
  "acceptsReservations": "https://pkdarlingharper.tripleseat.com/party_request/21079",
  "hasMenu": "https://www.harperandrye.com/menu1",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://pkdarlingharper.tripleseat.com/party_request/21079",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Harper & Rye

> bar or pub in Polk Street 1695 94109 San Francisco, San Francisco cafes and bars.

## Book or order directly

- Book: https://pkdarlingharper.tripleseat.com/party_request/21079 (through tripleseat acting for the business)
- Menu: https://www.harperandrye.com/menu1

## About

- Website: http://www.harperandrye.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.
- **Structured data found (LocalBusiness).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through tripleseat on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
84 of 1053 in San Francisco cafes and bars. Top 8% 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: Dokkaebier (B, 73 m, https://directindex.org/r/enjoydkb.com); Polkcha (F, 93 m, https://directindex.org/r/polkcha.com); Amélie (C, 96 m, https://directindex.org/r/sfamelie.com); The Crepe House (C, 102 m, https://directindex.org/r/thecrepehouse.com); Kozy Kar (F, 107 m, https://directindex.org/r/kozykar.com); It's A Grind Coffee House (C, 129 m, https://directindex.org/r/itsagrind.com); Upfordayz Cafe & Bakery (A, 133 m, https://directindex.org/r/upfordayz.com); Souvenir Coffee (C, 217 m, https://directindex.org/r/souvenir-coffee.com); Kutch Wines (D, 242 m, https://directindex.org/r/kutchwines.com); Hi-Lo Club (A, 259 m, https://directindex.org/r/hilosf.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); Sites using Tripleseat 77% (71% A or B, 585 sites); This site 84.6%.

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

## Businesses like Harper & Rye 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% | 84.6% |
| Sites built with Squarespace in San Francisco cafes and bars | 239 | 66% | 42% | 84.6% |
| Sites using Tripleseat in San Francisco cafes and bars | 15 | 84% | 93% | 84.6% |
| Sites built with Squarespace and using Tripleseat in San Francisco cafes and bars | 9 | 83% | 89% | 84.6% |

The best of the sites built with Squarespace and using Tripleseat in San Francisco cafes and bars: Park Chalet (A 90%, https://directindex.org/r/parkchalet.com); Peacekeeper (A 88.8%, https://directindex.org/r/peacekeepersf.com); Bar April Jean (B 84.6%, https://directindex.org/r/barapriljean.com); Bar Darling (B 84.6%, https://directindex.org/r/bardarlingsf.com); Krakazibra (B 84.6%, https://directindex.org/r/mersea.restaurant).

With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 43rd of 1,053 in San Francisco cafes and bars, up from 84th.

## The direct record
What agents get for Harper & Rye, as JSON: https://directindex.org/api/direct/harperandrye.com
- Book: https://pkdarlingharper.tripleseat.com/party_request/21079 (vendor on own site: Tripleseat; found by the scan of 2026-10-24, not yet tested)
- Order: none on record
- Menu: https://www.harperandrye.com/menu1 (html_page; from the scan)
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/harperandrye.com/book, https://directindex.org/go/harperandrye.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
- Vendor terms for agents, Tripleseat: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

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

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