# Shepherds Coffee Company: Agent-Direct Score A (92.3%)

Site: http://shepherdscoffee.co
Report: https://directindex.org/r/shepherdscoffee.co
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.)
Shepherds Coffee Company is ready for agents.
An AI assistant can open Shepherds Coffee Company's website. It can read what Shepherds Coffee Company offers. It finds a way to book or order directly, through Square.

## Direct links
- Order directly: https://ordershepherdscoffee.square.site/?owg-fulfillment=pickup&fulfillment=PICKUP&location=11eb38da5639512ab101ac1f6bbbcc9c&location_id=BREEYYHSXKS9X (through square acting for the business)
- Menu: https://shepherdscoffee.co/menu
- Phone: +16197924989
- Address: 2460 Imperial Ave, 92102, San Diego

## Nearby, also direct
Places near Shepherds Coffee Company that take a booking or an order on their own website, with no marketplace in between.
- Flaco Sport Bar and Restaurant (210 m): https://directindex.org/r/ufc.com
- Counterpoint (880 m): https://directindex.org/r/counterpointsd.com

## What to fix first
- **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

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

```
# Shepherds Coffee Company

> local business in 2460 Imperial Ave, 92102, San Diego, San Diego cafes and bars. Phone +16197924989.

## Book or order directly

- Order: https://ordershepherdscoffee.square.site/?owg-fulfillment=pickup&fulfillment=PICKUP&location=11eb38da5639512ab101ac1f6bbbcc9c&location_id=BREEYYHSXKS9X (through square acting for the business)
- Menu: https://shepherdscoffee.co/menu

## About

- Website: http://shepherdscoffee.co
- 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, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering through square on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
26 of 860 in San Diego cafes and bars. Top 3% 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 | 94% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 34% | yes |
| Have an llms.txt | 40% | no |

Nearest places in the index: Chicano Perk (F, 122 m, https://directindex.org/r/chicanoperk.com); Secret Yard (F, 206 m, https://directindex.org/r/secretyardsd.com); Flaco Sport Bar and Restaurant (D, 206 m, https://directindex.org/r/ufc.com); Deep Rooted Juice (F, 544 m, https://directindex.org/r/deeprooted.life); Barrio Coffee (D, 650 m, https://directindex.org/r/barriocoffeelove.com); ALTITUDE Sky Lounge San Diego (D, 825 m, https://directindex.org/r/altitudeskylounge.com); Dark Horse Coffee Roasters (C, 829 m, https://directindex.org/r/darkhorsecoffeeroasters.com); Counterpoint (B, 878 m, https://directindex.org/r/counterpointsd.com); Tito Ricks  (F, 896 m, https://directindex.org/r/titoricks.com); Miguel/Michael Falcon (F, 902 m, https://directindex.org/r/2168lagda.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 using Square 65% (41% A or B, 5073 sites); This site 92.3%.

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

## Businesses like Shepherds Coffee Company in San Diego cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Diego cafes and bars | 860 | 50% | 26% | 92.3% |
| Sites using Square in San Diego cafes and bars | 37 | 65% | 43% | 92.3% |

The best of the sites using Square in San Diego cafes and bars: The Blend Superfood Bar (A 90.8%, https://directindex.org/r/theblendsuperfoodbar.com); Ocean Cafe (A 86.2%, https://directindex.org/r/oceancafesd.com); Lestat's Coffee House (A 85%, https://directindex.org/r/lestats.com); Cargo Cafe (B 84.6%, https://directindex.org/r/cargo-cafe.com); Montebello (B 83.1%, https://directindex.org/r/montebellocafe.com).

## The direct record
What agents get for Shepherds Coffee Company, as JSON: https://directindex.org/api/direct/shepherdscoffee.co
- Book: none on record
- Order: https://ordershepherdscoffee.square.site/?owg-fulfillment=pickup&fulfillment=PICKUP&location=11eb38da5639512ab101ac1f6bbbcc9c&location_id=BREEYYHSXKS9X (vendor on own site: Square; found by the scan of 2026-10-24, not yet tested)
- Menu: https://shepherdscoffee.co/menu (html_page; from the scan)
- Hours: none on record
- Phone: +16197924989
- Stable links that count: https://directindex.org/go/shepherdscoffee.co/order, https://directindex.org/go/shepherdscoffee.co/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): yes
- Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations

Found one hop past the home page: menu page /menu: menu schema.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 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/shepherdscoffee.co
- 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/shepherdscoffee.co/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/shepherdscoffee.co/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=shepherdscoffee.co&force=1