# Sipp Coffee House: Agent-Direct Score A (90%)

Site: https://sipplacoffee.com/
Report: https://directindex.org/r/sipplacoffee.com
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Sipp Coffee House is ready for agents.

## Direct links
- Order directly: https://www.toasttab.com/local/order/sippla-1427-westwood-boulevard/r-6f2496a1-28f6-4a9c-be73-036aed7a4b07 (through toast acting for the business)
- Menu: https://sipplacoffee.com/menu/
- Phone: +1 424-832-7499

## What to fix first
- **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

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

```
# Sipp Coffee House

> cafe or coffee shop (coffee shop) in Westwood Boulevard 1427 90024 Los Angeles, Los Angeles cafes and bars. Phone +1 424-832-7499.

## Book or order directly

- Order: https://www.toasttab.com/local/order/sippla-1427-westwood-boulevard/r-6f2496a1-28f6-4a9c-be73-036aed7a4b07 (through toast acting for the business)
- Menu: https://sipplacoffee.com/menu/

## Opening hours

Mo-Su 08:00-15:00

## About

- Website: https://sipplacoffee.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 (CafeOrCoffeeShop).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
11 of 530 in Los Angeles cafes and bars. Top 2% 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 | 96% | yes |
| Publish the menu or price list as HTML | 92% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 26% | yes |
| Have an llms.txt | 17% | no |

Nearest places with a similar menu: Wayhome Coffee (F, 738 m, https://directindex.org/r/wayhomecoffee.com); Boondocks (A, 818 m, https://directindex.org/r/boondocksroasters.com); Chitchat (F, 1374 m, https://directindex.org/r/chitchatla.com); 10 Speed Coffee (B, 1523 m, https://directindex.org/r/10speedcoffee.com); 85°C Bakery Cafe (C, 2130 m, https://directindex.org/r/85cbakerycafe.com); Chamberlain Coffee (C, 2192 m, https://directindex.org/r/chamberlaincoffee.com); Paderia (B, 3330 m, https://directindex.org/r/paderia.com); The Little Marionette (D, 4559 m, https://directindex.org/r/thelittlemarionetteusa.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 90%.

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

Read by AI agents 6 times this month.

## Businesses like Sipp Coffee House in Los Angeles cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Los Angeles cafes and bars | 530 | 36% | 18% | 90% |
| Built with WordPress in Los Angeles cafes and bars | 85 | 60% | 32% | 90% |
| Using Toast in Los Angeles cafes and bars | 37 | 70% | 51% | 90% |
| Built with WordPress and using Toast in Los Angeles cafes and bars | 13 | 67% | 46% | 90% |

The best of Built with WordPress and using Toast in Los Angeles cafes and bars: Underground Pub & Grill (B 78.5%, https://directindex.org/r/undergroundpubandgrill.com); Wonder Cha (B 74.9%, https://directindex.org/r/wondercha.com); Castanea Sicilian Cafe (B 73.8%, https://directindex.org/r/castaneacafe.com); Mychal's Café (B 73.8%, https://directindex.org/r/mychals.org); Barney's Beanery (B 72.3%, https://directindex.org/r/barneysbeanery.com).

## The direct record
What agents get for Sipp Coffee House, as JSON: https://directindex.org/api/direct/sipplacoffee.com
- Book: none on record
- Order: https://www.toasttab.com/local/order/sippla-1427-westwood-boulevard/r-6f2496a1-28f6-4a9c-be73-036aed7a4b07 (vendor on own site: Toast; verified direct, 2026-10-14)
- Menu: https://sipplacoffee.com/menu/ (html_page; from the scan)
- Hours: Mo-Su 08:00-15:00 (closed now) (from OpenStreetMap)
- Phone: +1 424-832-7499
- Stable links that count: https://directindex.org/go/sipplacoffee.com/order, https://directindex.org/go/sipplacoffee.com/menu

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 25 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/sipplacoffee.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: yes
- OAuth protected resource metadata: yes
- 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/sipplacoffee.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=sipplacoffee.com&force=1