# Deli Bros.: Agent-Direct Score B (81.5%)

Site: http://www.delibroscafe.com
Report: https://directindex.org/r/delibroscafe.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Deli Bros. is mostly ready for agents.
An AI assistant can open Deli Bros.'s website. It can read what Deli Bros. offers. It finds a way to book or order directly, through delibroscafe.clorder.com.

## Direct links
- Menu: https://www.delibroscafe.com/breakfast.html
- Phone: +17474449440
- Address: 20301 Ventura Blvd, 91364, Los Angeles
- Its menu mentions: a lunch or set menu

## Nearby, also direct
Places near Deli Bros. that take a booking or an order on their own website, with no marketplace in between.
- Jasmine Thai Cuisine (620 m): https://directindex.org/r/jasminethaicuisinegroup.com
- Pizza Pie Eatery (750 m): https://directindex.org/r/pizzapieeatery.com
- Pacific Kosher Express (900 m): https://directindex.org/r/pacifickosherexpress.com
- Khaosan (1.1 km): https://directindex.org/r/eatkhaosanthai.com
- Sushi Spot Restaurant (1.3 km): https://directindex.org/r/sushispotonventura.com

## What to fix first
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **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

## What the site tells visitors (Measured, not scored)
- **The footer says © 2024.** Visitors and assistants may read that year as the last time anyone looked after the site. In Los Angeles, 74% of comparable sites that show a year say 2025 or later.

## Fix kit: What to paste

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

```
# Deli Bros.

> local business in 20301 Ventura Blvd, 91364, Los Angeles, Los Angeles. Phone +17474449440.

## Book or order directly

- Menu: https://www.delibroscafe.com/breakfast.html

## About

- Website: http://www.delibroscafe.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, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
713 of 4350 in Los Angeles. Top 16% 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% | no |
| Publish the menu or price list as HTML | 95% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 59% | yes |
| Have an llms.txt | 37% | no |

Nearest places in the index: San Sai Woodland Hills (D, 523 m, https://directindex.org/r/sansaijapanesegrill.com); Jasmine Thai Cuisine (A, 616 m, https://directindex.org/r/jasminethaicuisinegroup.com); LaaLaaPan (F, 741 m, https://directindex.org/r/laalaapan.com); Pizza Pie Eatery (B, 753 m, https://directindex.org/r/pizzapieeatery.com); Mandarin Island (D, 772 m, https://directindex.org/r/mandarinisland.com); Pacific Kosher Express (C, 898 m, https://directindex.org/r/pacifickosherexpress.com); Khaosan (B, 1100 m, https://directindex.org/r/eatkhaosanthai.com); Blvd Indian Restaurant (C, 1141 m, https://directindex.org/r/blvdindianrestaurant.com); Thai Fa Spa (F, 1156 m, https://directindex.org/r/thaifaspa.com); Sushi Spot Restaurant (B, 1279 m, https://directindex.org/r/sushispotonventura.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.

The assistants were asked 12 everyday questions about Los Angeles and named 95 places. Deli Bros. wasn't one of them. See who was named: https://directindex.org/city/los-angeles/recommended


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

## Businesses like Deli Bros. in Los Angeles

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles | 4350 | 50% | 31% | 81.5% |

The best of the businesses of the same kind in Los Angeles: A Votre Sante (A 100%, https://directindex.org/r/avotresantela.com); ADRIANS TACOS (A 100%, https://directindex.org/r/adrianstacos.online); Aki Shabu (A 100%, https://directindex.org/r/akishabu.com); Alessandro's Pizza (A 100%, https://directindex.org/r/alessandropizzaitalian.com); Amalia's (A 100%, https://directindex.org/r/amaliasrestaurant.com).

With the fix above (Ordering through an unrecognised third party), the score would be about 95.4%. That would be 115th of 4,350 in Los Angeles, up from 713th.

## The direct record
What agents get for Deli Bros., as JSON: https://directindex.org/api/direct/delibroscafe.com
- Book: none on record
- Order: none on record
- Menu: https://www.delibroscafe.com/breakfast.html (html_page; from the scan)
- Hours: none on record
- Phone: +17474449440
- Stable links that count: https://directindex.org/go/delibroscafe.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 | 22 | 25 |
| Actionable | 6 | 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/delibroscafe.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/delibroscafe.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/delibroscafe.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=delibroscafe.com&force=1